Tinoosh Mohsenin, Inna Partin-Vaisband, Houman Homayoun, Jae-Sun Seo, Xin Zhang: Guest Editorial Cross-Layer Designs, Methodologies, and Systems to Enable Micro AI for On-Device Intelligence. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(4): 527-531, December, 2021
Fatemeh Davami, Sahar Adabi, Ali Rezaee, Amir Masoud Rahmani: Distributed scheduling method for multiple workflows with parallelism prediction and DAG prioritizing for time constrained cloud applications. Comput. Networks 201: 108560, December, 2021
Babak Farhadi, Amir Masoud Rahmani, Parvaneh Asghari, Mehdi Hosseinzadeh: Friendship selection and management in social internet of things: A systematic review. Comput. Networks 201: 108568, December, 2021
Mayank Pandey, Rachit Agarwal, Sandeep Kumar Shukla, Nishchal Kumar Verma: Reputation-based PoS for the Restriction of Illicit Activities on Blockchain: Algorand Usecase. CoRR abs/2112.11024, December, 2021
Deepesh Chaudhari, Rachit Agarwal, Sandeep Kumar Shukla: Towards Malicious address identification in Bitcoin. CoRR abs/2112.11721, December, 2021
Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt: AMSER: Adaptive Multi-modal Sensing for Energy Efficient and Resilient eHealth Systems. CoRR abs/2112.08176, December, 2021
Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty: CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks. CoRR abs/2112.06098, December, 2021
Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty: Pruning Coherent Integrated Photonic Neural Networks Using the Lottery Ticket Hypothesis. CoRR abs/2112.07485, December, 2021
Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast: DeFT: A Deadlock-Free and Fault-Tolerant Routing Algorithm for 2.5D Chiplet Networks. CoRR abs/2112.09234, December, 2021
Evita Bakopoulou, Jiang Zhang, Justin Ley, Konstantinos Psounis, Athina Markopoulou: Location Leakage in Federated Signal Maps. CoRR abs/2112.03452, December, 2021
Peyman Tehrani, Francesco Restuccia, Marco Levorato: Federated Deep Reinforcement Learning for the Distributed Control of NextG Wireless Networks. CoRR abs/2112.03465, December, 2021
Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt: AMSER: Adaptive Multi-modal Sensing for Energy Efficient and Resilient eHealth Systems. CoRR abs/2112.08176, December, 2021
Ali Heydari Gorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou: In-storage Processing of I/O Intensive Applications on Computational Storage Drives. CoRR abs/2112.12415, December, 2021
Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque: Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things. CoRR abs/2112.07901, December, 2021
Sumaya Almanee, Xiafa Wu, Yuqi Huai, Qi Alfred Chen, Joshua Garcia: scenoRITA: Generating Less-Redundant, Safety-Critical and Motion Sickness-Inducing Scenarios for Autonomous Vehicles. CoRR abs/2112.09725, December, 2021
Mayank Pandey, Rachit Agarwal, Sandeep Kumar Shukla, Nishchal Kumar Verma: Reputation-based PoS for the Restriction of Illicit Activities on Blockchain: Algorand Usecase. CoRR abs/2112.11024, December, 2021
Manik Dautta, Abel Jimenez, Kazi Khurshidi Haque Dia, Nafiul Rashid, Mohammad Abdullah Al Faruque, Peter Tseng: Wireless Qi-Powered, Multinodal and Multisensory Body Area Network for Mobile Health. IEEE Internet Things J. 8(9): 7600-7609, November, 2021
Han Wang, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun: Enabling Micro AI for Securing Edge Devices at Hardware Level. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(4): 803-815, November, 2021
Omed Hassan Ahmed, Joan Lu, Qiang Xu, Aram Mahmood Ahmed, Amir Masoud Rahmani, Mehdi Hosseinzadeh: Using differential evolution and Moth-Flame optimization for scientific workflow scheduling in fog computing. Appl. Soft Comput. 112: 107744, November, 2021
Venus Mohammadi, Amir Masoud Rahmani, Aso Mohammad Darwesh, Amir Sahafi: Trust-based Friend Selection Algorithm for navigability in social Internet of Things. Knowl. Based Syst. 232: 107479, November, 2021
Rahmadi Trimananda, Weiyu Luo, Brian Demsky, Guoqing Harry Xu: Stateful Dynamic Partial Order Reduction for Model Checking Event-Driven Applications that Do Not Terminate. CoRR abs/2111.05290, November, 2021
Xiaowu Sun, Yasser Shoukry: NNSynth: Neural Network Guided Abstraction-Based Controller Synthesis for Stochastic Systems. CoRR abs/2111.08853, November, 2021
James Ferlez, Haitham Khedr, Yasser Shoukry: Fast BATLLNN: Fast Box Analysis of Two-Level Lattice Neural Networks. CoRR abs/2111.09293, November, 2021
Safwen Naimi, Rien van Leeuwen, Wided Souidène, Slim Ben Saoud: Hybrid BYOL-ViT: Efficient approach to deal with small datasets. CoRR abs/2111.04845, November, 2021
Elnaz Zafarani-Moattar, Mohammad Reza Kangavari, Amir Masoud Rahmani: A Comparative Study on Transfer Learning and Distance Metrics in Semantic Clustering over the COVID-19 Tweets. CoRR abs/2111.08658, November, 2021
Saideep Tiku, Sudeep Pasricha: Siamese Neural Encoders for Long-Term Indoor Localization with Mobile Devices. CoRR abs/2112.00654, November, 2021
Yoo Jeong Ha, Soyi Jung, Jae-Hyun Kim, Marco Levorato, Joongheon Kim: Spatio-Temporal Split Learning for Autonomous Aerial Surveillance using Urban Air Mobility (UAM) Networks. CoRR abs/2111.11856, November, 2021
Rahmadi Trimananda, Weiyu Luo, Brian Demsky, Guoqing Harry Xu: Stateful Dynamic Partial Order Reduction for Model Checking Event-Driven Applications that Do Not Terminate. CoRR abs/2111.05290, November, 2021
Masoomeh Jasemi, Shaahin Hessabi, Nader Bagherzadeh: Enhancing Reliability of Emerging Memory Technology for Machine Learning Accelerators. IEEE Trans. Emerg. Top. Comput. 9(4): 2234-2240, October, 2021
Javad Talafy, Farzaneh Zokaee, Hamid R. Zarandi, Nader Bagherzadeh: A High Performance, Multi-Bit Output Logic-in-Memory Adder. IEEE Trans. Emerg. Top. Comput. 9(4): 2223-2233, October, 2021
Jurn-Gyu Park, Nikil D. Dutt, Sung-Soo Lim: An Interpretable Machine Learning Model Enhanced Integrated CPU-GPU DVFS Governor. ACM Trans. Embed. Comput. Syst. 20(6): 108:1-108:28, October, 2021
Ulkar Ahmadova, Mustafa Mustafayev, Behnam Kiani Kalejahi, Saeed Saeedvand, Amir Masoud Rahmani: Big data applications on the Internet of Things: A systematic literature review. Int. J. Commun. Syst. 34(18), October, 2021
Amir Masoud Rahmani, Seyedeh Yasaman Hosseini Mirmahaleh: A predictor circuit and a delay-aware algorithm for identifying data transfer pattern on NoC-based communication networks. Microelectron. J. 116: 105250, October, 2021
A. Lee Swindlehurst, Gui Zhou, Rang Liu, Cunhua Pan, Ming Li: Channel Estimation with Reconfigurable Intelligent Surfaces – A General Framework. CoRR abs/2110.00553, October, 2021
Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha: Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. CoRR abs/2110.06105, October, 2021
Amir Hosein Afandizadeh Zargari, Marzieh Ashrafiamiri, Minjun Seo, Sai Manoj Pudukotai Dinakarrao, Mohammed E. Fouda, Fadi J. Kurdahi: CAPTIVE: Constrained Adversarial Perturbations to Thwart IC Reverse Engineering. CoRR abs/2110.11459, October, 2021
Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, Setareh Rafatirad, Houman Homayoun: Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks. CoRR abs/2110.00846, October, 2021
Zhuowen Zou, Haleh Alimohamadi, Farhad Imani, Yeseong Kim, Mohsen Imani: Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework. CoRR abs/2110.00214, October, 2021
Mira Hout, Mohammed E. Fouda, Rouwaida Kanj, Ahmed M. Eltawil: In-memory Multi-valued Associative Processor. CoRR abs/2110.09643, October, 2021
Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki: Future of Smart Classroom in the Era of Wearable Neurotechnology. CoRR abs/2110.11475, October, 2021
Shih-Yuan Yu, Arnav Vaibhav Malawade, Mohammad Abdullah Al Faruque: Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing. CoRR abs/2110.02259, October, 2021
Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki: Future of Smart Classroom in the Era of Wearable Neurotechnology. CoRR abs/2110.11475, October, 2021
Arnav V. Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction. CoRR abs/2111.06123, October, 2021
Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque: SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control. ACM Trans. Embed. Comput. Syst. 20(5s): 75:1-75:22 Z, September, 2021
Tianyi Zhang, Minjun Seo, Bryan Donyanavard, Nikil D. Dutt, Fadi J. Kurdahi: Predicting Failures in Embedded Systems Using Long Short-Term Inference. IEEE Embed. Syst. Lett. 13(3): 85-89, September, 2021
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor: Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition. IEEE Embed. Syst. Lett. 13(3): 142-145, September, 2021
Biswadip Maity, Saehanseul Yi, Dongjoo Seo, Leming Cheng, Sung-Soo Lim, Jong-Chan Kim, Bryan Donyanavard, Nikil D. Dutt: Chauffeur: Benchmark Suite for Design and End-to-End Analysis of Self-Driving Vehicles on Embedded Systems. ACM Trans. Embed. Comput. Syst. 20(5s): 74:1-74:22, September, 2021
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor: Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition. IEEE Embed. Syst. Lett. 13(3): 142-145, September, 2021
Xiaowu Sun, Wael Fatnassi, Ulices Santa Cruz, Yasser Shoukry: Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach. CoRR abs/2109.01255, September, 2021
James Ferlez, Yasser Shoukry: Assured Neural Network Architectures for Control and Identification of Nonlinear Systems. CoRR abs/2109.10298, September, 2021
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha: SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. CoRR abs/2109.04459, September, 2021
Sooryaa Vignesh Thiruloga, Vipin Kumar Kukkala, Sudeep Pasricha: TENET: Temporal CNN with Attention for Anomaly Detection in Automotive Cyber-Physical Systems. CoRR abs/2109.04565, September, 2021
Jason Kamran Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu: Training Spiking Neural Networks Using Lessons From Deep Learning. CoRR abs/2109.12894, September, 2021
Kamilya Smagulova, Mohammed E. Fouda, Fadi J. Kurdahi, Khaled N. Salama, Ahmed M. Eltawil: Resistive Neural Hardware Accelerators. CoRR abs/2109.03934, September, 2021
Ali Shaib, Mohamad H. Naim, Mohammed E. Fouda, Rouwaida Kanj, Fadi J. Kurdahi: Efficient Noise Mitigation Technique for Quantum Computing. CoRR abs/2109.05136, September, 2021
Yuxin (Myles) Liu, Yoshimichi Nakatsuka, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik: Vronicle: A System for Producing Videos with Verifiable Provenance. CoRR abs/2109.12712, September, 2021
Shaoshan Liu, Yuhao Zhu, Bo Yu, Jean-Luc Gaudiot, Guang R. Gao: The Promise of Dataflow Architectures in the Design of Processing Systems for Autonomous Machines. CoRR abs/2109.07047, September, 2021
Kamilya Smagulova, Mohammed E. Fouda, Fadi J. Kurdahi, Khaled N. Salama, Ahmed M. Eltawil: Resistive Neural Hardware Accelerators. CoRR abs/2109.03934, September, 2021
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque: roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs. CoRR abs/2109.01183, September, 2021
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Graph Learning for Cognitive Digital Twins in Manufacturing Systems. CoRR abs/2109.08632, September, 2021
Won Park, Nan Liu, Qi Alfred Chen, Z. Morley Mao: Sensor Adversarial Traits: Analyzing Robustness of 3D Object Detection Sensor Fusion Models. CoRR abs/2109.06363, September, 2021
Jeffrey L. Krichmar: Gerald Edelman’s Steps Toward a Conscious Artifact. J. Artif. Intell. Conscious. 8(2): 325-333, September, 2021
Morteza Hosseini, Nitheesh Kumar Manjunath, Bharat Prakash, Arnab Neelim Mazumder, Vandana Chandrareddy, Houman Homayoun, Tinoosh Mohsenin:
Cyclic Sparsely Connected Architectures for Compact Deep Convolutional Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 29(10): 1757-1770, September, 2021
Tianyi Zhang, Minjun Seo, Bryan Donyanavard, Nikil D. Dutt, Fadi J. Kurdahi: Predicting Failures in Embedded Systems Using Long Short-Term Inference. IEEE Embed. Syst. Lett. 13(3): 85-89, September, 2021
Stephan Adolf, Wolfgang Nebel: Abstraction NBTI model. it Inf. Technol. 63(5-6): 299-310, September, 2021
Dharanidhar Dang, Sai Vineel Reddy Chittamuru, Sudeep Pasricha, Rabi N. Mahapatra, Debashis Sahoo: BPLight-CNN: A Photonics-Based Backpropagation Accelerator for Deep Learning. ACM J. Emerg. Technol. Comput. Syst. 17(4): 49:1-49:26, September, 2021
Saideep Tiku, Prathmesh Kale, Sudeep Pasricha: QuickLoc: Adaptive Deep-Learning for Fast Indoor Localization with Mobile Devices. ACM Trans. Cyber Phys. Syst. 5(4): 44:1-44:30, September, 2021
Febin P. Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha: ROBIN: A Robust Optical Binary Neural Network Accelerator. ACM Trans. Embed. Comput. Syst. 20(5s): 57:1-57:24, September, 2021
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha: LATTE: LSTM Self-Attention based Anomaly Detection in E mbedded Automotive Platforms. ACM Trans. Embed. Comput. Syst. 20(5s): 67:1-67:23, September, 2021
Tong Chen, Jiqiang Liu, He Li, Shuoru Wang, Wenjia Niu, Endong Tong, Liang Chang, Qi Alfred Chen, Gang Li: Robustness Assessment of Asynchronous Advantage Actor-Critic Based on Dynamic Skewness and Sparseness Computation: A Parallel Computing View. J. Comput. Sci. Technol. 36(5): 1002-1021, September, 2021
Vaiyee Huynh, Guillaume Burger, Quoc Viet Dang, Raphaël Pelgé, Guilhem Boéris, Jessy W. Grizzle, Aaron D. Ames, Matthieu Masselin: Versatile Dynamic Motion Generation Framework: Demonstration With a Crutch-Less Exoskeleton on Real-Life Obstacles at the Cybathlon 2020 With a Complete Paraplegic Person. Frontiers Robotics AI 8: 723780, September, 2021
Soheyla ZakeriKia, Rahman Hajian, Seyed Hossein Erfani, Amir Masoud Rahmani: Robust and anonymous handover authentication scheme without key escrow problem in vehicular sensor networks. Wirel. Networks 27(7): 4997-5028, September, 2021
Deliang Chang, Shanshan Hao, Zhou Li, Baojun Liu, Xing Li: DNSWeight: Quantifying Country-Wise Importance of Domain Name System. IEEE Access 9: 133240-133257, September, 2021
Sang-Woong Lee, Saqib Ali, Mohammad Sadegh Yousefpoor, Efat Yousefpoor, Pooia Lalbakhsh, Danial Javaheri, Amir Masoud Rahmani, Mehdi Hosseinzadeh:
An Energy-Aware and Predictive Fuzzy Logic-Based Routing Scheme in Flying Ad Hoc Networks (FANETs). IEEE Access 9: 129977-130005, September, 2021
Yicheng Zhang, Rozhin Yasaei, Hao Chen, Zhou Li, Mohammad Abdullah Al Faruque: Stealing Neural Network Structure Through Remote FPGA Side-Channel Analysis. IEEE Trans. Inf. Forensics Secur. 16: 4377-4388, August, 2021
Jeffrey L. Krichmar, James Leland Olds, Juan Vicente Sánchez-Andrés, Huajin Tang: Editorial: Explainable Artificial Intelligence and Neuroscience: Cross-Disciplinary Perspectives. Frontiers Neurorobotics 15: 731733, August, 2021
Sang-Woong Lee, Haval Mohammed sidqi, Mokhtar Mohammadi, Shima Rashidi, Amir Masoud Rahmani, Mohammad Masdari, Mehdi Hosseinzadeh: Towards secure intrusion detection systems using deep learning techniques: Comprehensive analysis and review. J. Netw. Comput. Appl. 187: 103111, August, 2021
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian, Mamadou H. Diallo, Ardalan Amiri Sani: IoT Notary: Attestable Sensor Data Capture in IoT Environments. CoRR abs/2108.02293, August, 2021
Iknoor Singh, Carolina Scarton, Kalina Bontcheva: Multistage BiCross Encoder: Team GATE Entry for MLIA Multilingual Semantic Search Task 2. CoRR abs/2101.03013, August, 2021
Ali Tazarv, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt, Marco Levorato: Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement. CoRR abs/2108.01169, August, 2021
Renjie Xie, Wei Xu, Yanzhi Chen, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst: A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication. CoRR abs/2108.04436, August, 2021
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian, Mamadou H. Diallo, Ardalan Amiri Sani: IoT Notary: Attestable Sensor Data Capture in IoT Environments. CoRR abs/2108.02293, August, 2021
Nafiul Rashid, Luke Chen, Manik Dautta , Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque: Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor. CoRR abs/2108.03166, August, 2021
Banwari Lal, Rachit Agarwal, Sandeep Kumar Shukla: Understanding Money Trails of Suspicious Activities in a cryptocurrency-based Blockchain. CoRR abs/2108.11818, August, 2021
Ali Tazarv, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt, Marco Levorato: Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement. CoRR abs/2108.01169, August, 2021
Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt: Supervised Compression for Resource-constrained Edge Computing Systems. CoRR abs/2108.11898, August, 2021
Ali Tazarv, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt, Marco Levorato: Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement. CoRR abs/2108.01169, August, 2021
Nafiul Rashid, Luke Chen, Manik Dautta , Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque: Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor. CoRR abs/2108.03166, August, 2021
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian, Mamadou H. Diallo, Ardalan Amiri Sani: IoT Notary: Attestable Sensor Data Capture in IoT Environments. CoRR abs/2108.02293, August, 2021
Bowen Tang, Chenggang Wu, Zhe Wang, Lichen Jia, Pen-Chung Yew, Yueqiang Cheng, Yinqian Zhang, Chenxi Wang, Guoqing Harry Xu: SpecBox: A Label-Based Transparent Speculation Scheme Against Transient Execution Attacks. CoRR abs/2107.08367, July, 2021
Tiago Mück, Bryan Donyanavard, Biswadip Maity, Kasra Moazzemi, Nikil D. Dutt: MARS: Middleware for Adaptive Reflective Computer Systems. CoRR abs/2107.11417, July, 2021
Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque: GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection. CoRR abs/2107.09130, July, 2021
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque: LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. CoRR abs/2107.09309, July, 2021
Tuo Zhou, Shih-Yuan Yu, Matthew Michaels, Fangzhou Du, Lawrence Kulinsky, Mohammad Abdullah Al Faruque: Establishing Digital Recognition and Identification of Microscopic Objects for Implementation of Artificial Intelligence (AI) Guided Microassembly. CoRR abs/2107.10823, July, 2021
Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque: SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control. CoRR abs/2107.10895, July, 2021
Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque: HW2VEC: A Graph Learning Tool for Automating Hardware Security. CoRR abs/2107.12328, July, 2021
Ali Tazarv, Sina Labbaf, Stephanie M. Reich, Nikil D. Dutt, Amir M. Rahmani, Marco Levorato: Personalized Stress Monitoring using Wearable Sensors in Everyday Settings. CoRR abs/2108.00144, July, 2021
Liping Wang, Saideep Tiku, Sudeep Pasricha: CHISEL: Compression-Aware High-Accuracy Embedded Indoor Localization with Deep Learning. CoRR abs/2107.01192, July, 2021
Febin P. Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha: ROBIN: A Robust Optical Binary Neural Network Accelerator. CoRR abs/2107.05530, July, 2021
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha: LATTE: LSTM Self-Attention based Anomaly Detection in Embedded Automotive Platforms. CoRR abs/2107.05561, July, 2021
Ali Tazarv, Marco Levorato: A Deep Learning Approach to Predict Blood Pressure from PPG Signals. CoRR abs/2108.00099, July, 2021
Ali Tazarv, Sina Labbaf, Stephanie M. Reich, Nikil D. Dutt, Amir M. Rahmani, Marco Levorato: Personalized Stress Monitoring using Wearable Sensors in Everyday Settings. CoRR abs/2108.00144, July, 2021
Tiago Mück, Bryan Donyanavard, Biswadip Maity, Kasra Moazzemi, Nikil D. Dutt: MARS: Middleware for Adaptive Reflective Computer Systems. CoRR abs/2107.11417, July, 2021
Yasamin Moghaddas, Tommy Nguyen, Shih-Yuan Yu, Rozhin Yasaei, Mohammad Abdullah Al Faruque: Technical Report for HW2VEC – A Graph Learning Tool for Automating Hardware Security. CoRR abs/2108.00078, July, 2021
Takami Sato, Qi Alfred Chen: On Robustness of Lane Detection Models to Physical-World Adversarial Attacks in Autonomous Driving. CoRR abs/2107.02488, July, 2021
Hoda Naghibijouybari, Ajaya Neupane, Zhiyun Qian, Nael B. Abu-Ghazaleh: Side Channel Attacks on GPUs. IEEE Trans. Dependable Secur. Comput. 18(4): 1950-1961, July, 2021
Zhiqiang Zuo, Kai Wang, Aftab Hussain, Ardalan Amiri Sani, Yiyu Zhang, Shenming Lu, Wensheng Dou, Linzhang Wang, Xuandong Li, Chenxi Wang, Guoqing Harry Xu: Systemizing Interprocedural Static Analysis of Large-scale Systems Code with Graspan. ACM Trans. Comput. Syst. 38(1-2): 4:1-4:39, July, 2021
Zhenyuan Li, Qi Alfred Chen, Runqing Yang, Yan Chen, Wei Ruan: Threat detection and investigation with system-level provenance graphs: A survey. Comput. Secur. 106: 102282, July, 2021
Nafiul Rashid, Manik Dautta, Peter Tseng, Mohammad Abdullah Al Faruque: HEAR: Fog-Enabled Energy-Aware Online Human Eating Activity Recognition. IEEE Internet Things J. 8(2): 860-868, July, 2021
Soheyb Ribouh, Kelvin Phan, Arnav Vaibhav Malawade, Yassin Elhillali, Atika Rivenq, Mohammad Abdullah Al Faruque: Channel State Information-Based Cryptographic Key Generation for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 22(12): 7496-7507, July, 2021
Seyedeh Yasaman Hosseini Mirmahaleh, Midia Reshadi, Nader Bagherzadeh, Ahmad Khademzadeh: Data scheduling and placement in deep learning accelerator. Clust. Comput. 24(4): 3651-3669, July, 2021
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor: Dynamic Reliability Management in Neuromorphic Computing. ACM J. Emerg. Technol. Comput. Syst. 17(4): 63:1-63:27, July, 2021
Biswadip Maity, Bryan Donyanavard, Anmol Surhonne, Amir M. Rahmani, Andreas Herkersdorf, Nikil D. Dutt: SEAMS: Self-Optimizing Runtime Manager for Approximate Memory Hierarchies. ACM Trans. Embed. Comput. Syst. 20(5): 48:1-48:26, July, 2021
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor: Dynamic Reliability Management in Neuromorphic Computing. ACM J. Emerg. Technol. Comput. Syst. 17(4): 63:1-63:27, July, 2021
Max Willian Soares Lima, Leonardo Guimarães, Eulanda Miranda dos Santos, Edleno Silva de Moura, Rafael Kohler Costa, Marco Levorato, Horacio A. B. Fernandes de Oliveira: A Small World Graph Approach for an Efficient Indoor Positioning System. Sensors 21(15): 5013, July, 2021
Soyi Jung, Joongheon Kim, Marco Levorato, Carlos Cordeiro, Jae-Hyun Kim: Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected Vehicles. IEEE Trans. Veh. Technol. 70(8): 7307-7321, July, 2021
Amir Masoud Rahmani, Mokhtar Mohammadi, Shima Rashidi, Jan Lansky, Stanislava Mildeová, Masoumeh Safkhani, Saru Kumari, Mehdi Hosseinzadeh:
Questioning the Security of Three Recent Authentication and Key Agreement Protocols. IEEE Access 9: 98204-98217, July, 2021
Jan Lansky, Saqib Ali, Mokhtar Mohammadi, Mohammed Kamal Majeed, Sarkhel H. Taher Karim, Shima Rashidi, Mehdi Hosseinzadeh, Amir Masoud Rahmani:
Deep Learning-Based Intrusion Detection Systems: A Systematic Review. IEEE Access 9: 101574-101599, July, 2021
Mozhdeh Tanha, Mirsaeid Hosseini Shirvani, Amir Masoud Rahmani: A hybrid meta-heuristic task scheduling algorithm based on genetic and thermodynamic simulated annealing algorithms in cloud computing environments. Neural Comput. Appl. 33(24): 16951-16984, July, 2021
Abbas Najafizadeh, Afshin Salajegheh, Amir Masoud Rahmani, Amir Sahafi: Privacy-preserving for the internet of things in multi-objective task scheduling in cloud-fog computing using goal programming approach. Peer-to-Peer Netw. Appl. 14(6): 3865-3890, July, 2021
Ang Li, Christos Masouros, A. Lee Swindlehurst, Wei Yu: 1-Bit Massive MIMO Transmission: Embracing Interference with Symbol-Level Precoding. IEEE Commun. Mag. 59(5): 121-127, June, 2021
Cunhua Pan, Hong Ren, Kezhi Wang, Jonas Florentin Kolb, Maged Elkashlan, Ming Chen, Marco Di Renzo, Yang Hao, Jiangzhou Wang, A. Lee Swindlehurst, Xiaohu You, Lajos Hanzo: Reconfigurable Intelligent Surfaces for 6G Systems: Principles, Applications, and Research Directions. IEEE Commun. Mag. 59(6): 14-20, June, 2021
Febin P. Sunny, Asif Mirza, Ishan G. Thakkar, Mahdi Nikdast, Sudeep Pasricha: ARXON: A Framework for Approximate Communication Over Photonic Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 29(6): 1206-1219, June, 2021
Hirak J. Kashyap, Charless C. Fowlkes, Jeffrey L. Krichmar: Sparse Representations for Object- and Ego-Motion Estimations in Dynamic Scenes. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2521-2534, June, 2021
Hoda Naghibijouybari, Ajaya Neupane, Zhiyun Qian, Nael B. Abu-Ghazaleh: Beyond the CPU: Side-Channel Attacks on GPUs. IEEE Des. Test 38(3): 15-21, June 2021
Huan Wang, Zisong Wang, Payam Heydari: An LO Leakage Suppression Technique for Blocker-Tolerant Wideband Receivers With High-Q Selectivity at RF Input. IEEE J. Solid State Circuits 56(6): 1682-1696, June, 2021
Mohammed E. Fouda, Chung-An Shen, Ahmed M. Eltawil: Blind Source Separation For Full-Duplex Systems: Potential and Challenges. IEEE Open J. Commun. Soc. 2: 1379-1389, June, 2021
Qingzhao Zhang, David Ke Hong, Ze Zhang, Qi Alfred Chen, Scott A. Mahlke, Z. Morley Mao: A Systematic Framework to Identify Violations of Scenario-dependent Driving Rules in Autonomous Vehicle Software. Proc. ACM Meas. Anal. Comput. Syst. 5(2): 15:1-15:25, June, 2021
Rajesh K. Gupta, David Atienza: Editorial. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(6): 1009, June 2021
Rajesh Gupta, Sudeep Tanwar, Neeraj Kumar: Secrecy-ensured NOMA-based cooperative D2D-aided fog computing under imperfect CSI. J. Inf. Secur. Appl. 59: 102812, June, 2021
Yan Jiang, Wei Liang, Jintian Tang, Hongbo Zhou, Kuan-Ching Li, Jean-Luc Gaudiot: A novel data representation framework based on nonnegative manifold regularisation. Connect. Sci. 33(2): 136-152, June, 2021
Zhongqi Cheng, Tim Schmidt, Rainer Dömer: Scaled Static Analysis and IP Reuse for Out-of-Order Parallel SystemC Simulation. Int. J. Parallel Program. 49(2): 200-215, June, 2020
Amine Mezghani, Daniel Plabst, A. Lee Swindlehurst, Inbar Fijalkow, Josef A. Nossek: Sparse Linear Precoders for Mitigating Nonlinearities in Massive MIMO. CoRR abs/2105.05086, June, 2021
Amir Hosein Afandizadeh Zargari, Seyed Amir Hossein Aqajari, Hadi Khodabandeh, Amir M. Rahmani, Fadi J. Kurdahi: An Accurate Non-accelerometer-based PPG Motion Artifact Removal Technique using CycleGAN. CoRR abs/2106.11512, June, 2021
Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani: MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. CoRR abs/2106.12029, June, 2021
Rahmadi Trimananda, Hieu Le, Hao Cui, Janice Tran Ho, Anastasia Shuba, AthinaMarkopoulou: Auditing Network Traffic and Privacy Policies in Oculus VR. CoRR abs/2106.05407, June, 2021
Rohit Kumar Sachan, Rachit Agarwal, Sandeep Kumar Shukla: Identifying malicious accounts in Blockchains using Domain Names and associated temporal properties. CoRR abs/2106.13420, June, 2021
Saehanseul Yi, Tae-Wook Kim, Jong-Chan Kim, Nikil D. Dutt: Energy-Efficient Adaptive System Reconfiguration for Dynamic Deadlines in Autonomous Driving. CoRR abs/2106.04508, June, 2021
Shaoshan Liu, Jean-Luc Gaudiot: Rise of the Autonomous Machines. CoRR abs/2106.13987, June, 2021
Yulong Cao, Ningfei Wang, Chaowei Xiao, Dawei Yang, Jin Fang, Ruigang Yang, Qi Alfred Chen, Mingyan Liu, Bo Li: Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks. CoRR abs/2106.09249, June, 2021
Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, FranckyCatthoor: NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks. CoRR abs/2105.01795, May, 2021
Andreea B. Alexandru, Konstantinos Gatsis, Yasser Shoukry, Sanjit A. Seshia, Paulo Tabuada, George J. Pappas: Cloud-Based Quadratic Optimization With Partially Homomorphic Encryption. IEEE Trans. Autom. Control. 66(5): 2357-2364, May, 2021
Brian Belleville, Wenbo Shen, Stijn Volckaert, Ahmed M. Azab, Michael Franz: KALD: Detecting Direct Pointer Disclosure Vulnerabilities. IEEE Trans. Dependable Secur. Comput. 18(3): 1369-1377, May, 2021
Friedemann Zenke, Emre O. Neftci: Brain-Inspired Learning on Neuromorphic Substrates. Proc. IEEE 109(5): 935-950, May, 2021
Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan: From Cryptography to Logic Locking: A Survey on the Architecture Evolution of Secure Scan Chains. IEEE Access 9: 73133-73151 May, 2021
Manik Dautta, Abel Jimenez, Kazi Khurshidi Haque Dia, Nafiul Rashid, Mohammad Abdullah Al Faruque, Peter Tseng: Wireless Qi-Powered, Multinodal and Multisensory Body Area Network for Mobile Health. IEEE Internet Things J. 8(9): 7600-7609, May, 2021
Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Sudeep Pasricha, Sairam Sri Vatsavai, Varun Bhat: Exploiting Process Variations to Secure Photonic NoC Architectures From Snooping Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(5): 850-863, May, 2021
Tong Chen, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Endong Tong, Shuoru Wang, He Li, Liang Chang, Gang Li, Qi Alfred Chen: Adversarial retraining attack of asynchronous advantage actor-critic based pathfinding. Int. J. Intell. Syst. 36(5): 2323-2346, May, 2021
Zhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao: Deep Graph Learning for Circuit Deobfuscation. Frontiers Big Data 4: 608286, May, 2021
Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds: 2021 Roadmap on Neuromorphic Computing and Engineering. CoRR abs/2105.05956, May, 2021
John Thorpe, Yifan Qiao, Jonathan Eyolfson, Shen Teng, Guanzhou Hu, Zhihao Jia, Jinliang Wei, Keval Vora, Ravi Netravali, Miryung Kim, Guoqing Harry Xu: Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads. CoRR abs/2105.11118, May, 2021
Ninad Hogade, Sudeep Pasricha, Howard Jay Siegel: Energy and Network Aware Workload Management for Geographically Distributed Data Centers. CoRR abs/2106.00066, May, 2021
Jeffrey L. Krichmar: Edelman’s Steps Toward a Conscious Artifact. CoRR abs/2105.10461, May, 2021
Scott Jordan, Yoshimichi Nakatsuka, Ercan Ozturk, Andrew Paverd, Gene Tsudik: VICEROY: GDPR-/CCPA-compliant Enforcement of Verifiable Accountless Consumer Requests. CoRR abs/2105.06942, May, 2021
Seyed Amir Hossein Aqajari, Rui Cao, Amir Hosein Afandizadeh Zargari, Amir M. Rahmani: An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks. CoRR abs/2105.00594, May, 2021
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor: Dynamic Reliability Management in Neuromorphic Computing. CoRR abs/2105.02038, May, 2021
Ben L. Titzer, Harry Xu, Irene Zhang: VEE ’21: 17th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments, Virtual USA, April 16, 2021. ACM 2021, ISBN 978-1-4503-8394-3 [contents], April, 2021
Davide Callegaro, Marco Levorato, Francesco Restuccia: SeReMAS: Self-Resilient Mobile AutonomousSystems Through Predictive Edge Computing. CoRR abs/2105.15105, April, 2021
Michael T. Goodrich, Siddharth Gupta, Hadi Khodabandeh, Pedro Matias: How to Catch Marathon Cheaters: New Approximation Algorithms for Tracking Paths. CoRR abs/2104.12337, April, 2021
Hin Wai Lui, Emre Neftci: Hessian Aware Quantization of Spiking Neural Networks. CoRR abs/2104.14117, April, 2021
Nick Alonso, Emre Neftci: Tightening the Biological Constraints on Gradient-Based Predictive Coding. CoRR abs/2104.15137, April, 2021
Saideep Tiku, Prathmesh Kale, Sudeep Pasricha: QuickLoc: Adaptive Deep-Learning for Fast Indoor Localization with Mobile Devices. CoRR abs/2104.07521, April, 2021
Ulices Santa Cruz, James Ferlez, Yasser Shoukry: Safe-by-Repair: A Convex Optimization Approach for Repairing Unsafe Two-Level Lattice Neural Network Controllers. CoRR abs/2104.02788, April, 2021
Alexandre Chabot, Ihsen Alouani, Réda Nouacer, Smaïl Niar: A Memory Reliability Enhancement Technique for Multi Bit Upsets. J. Signal Process. Syst. 93(4): 439-459, April, 2021
Aparna Kumari, Rajesh Gupta, Sudeep Tanwar: Amalgamation of blockchain and IoT for smart cities underlying 6G communication: A comprehensive review. Comput. Commun. 172: 102-118, April, 2021
Basem Shihada, Tamer A. ElBatt, Ahmed M. Eltawil, Mohammad Mansour, Essaid Sabir, Slim Rekhis, Sanaa Sharafeddine: Networking research for the Arab world: from regional initiatives to potential global impact. Commun. ACM 64(4): 114-119, April, 2021
Elham Shamsa, Alma Pröbstl, NimaTaherinejad, Anil Kanduri, Samarjit Chakraborty, Amir M. Rahmani, Pasi Liljeberg: UBAR: User- and Battery-aware Resource Management for Smartphones. ACM Trans. Embed. Comput. Syst. 20(3): 23:1-23:25, April, 2021
Gill Barequet, Minati De, Michael T. Goodrich: Convex-Straight-Skeleton Voronoi Diagrams for Segments and Convex Polygons. Algorithmica 83(7): 2245-2272, April, 2021
Greyce N. Schroeder, Charles Steinmetz, Ricardo Nagel Rodrigues, Renato Ventura Bayan Henriques, Achim Rettberg, Carlos Eduardo Pereira: A Methodology for Digital Twin Modeling and Deployment for Industry 4.0. Proc. IEEE 109(4): 556-567, April, 2021
Liu Liu, Jie Tang, Shaoshan Liu, Bo Yu, Yuan Xie, Jean-Luc Gaudiot: Π-RT: A Runtime Framework to Enable Energy-Efficient Real-Time Robotic Vision Applications on Heterogeneous Architectures. Computer 54(4): 14-25, April, 2021
Ly V. Nguyen, A. Lee Swindlehurst, Duy H. N. Nguyen: SVM-Based Channel Estimation and Data Detection for One-Bit Massive MIMO Systems. IEEE Trans. Signal Process. 69: 2086-2099, April, 2021
Kimia Zamiri Azar, Hadi Mardani Kamali, Shervin Roshanisefat, Houman Homayoun, Christos P. Sotiriou, Avesta Sasan: Data Flow Obfuscation: A New Paradigm for Obfuscating Circuits. IEEE Trans. Very Large Scale Integr. Syst. 29(4): 643-656, April, 2021
Mahdi Abbaspour Tehrani, M. Gopi, Aditi Majumder: Automated Geometric Registration for Multi-Projector Displays on Arbitrary 3D Shapes Using Uncalibrated Devices. IEEE Trans. Vis. Comput. Graph. 27(4): 2265-2279, April, 2021
Mohammad Saidur Rahman, Mohsen Imani, Nate Mathews, Matthew Wright: Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces. IEEE Trans. Inf. Forensics Secur. 16: 1594-1609, April, 2021
Rajesh Gupta, Aparna Kumari, Sudeep Tanwar, Neeraj Kumar: Blockchain-Envisioned Softwarized Multi-Swarming UAVs to Tackle COVID-I9 Situations. IEEE Netw. 35(2): 160-167, April, 2021
Shaoshan Liu, Jean-Luc Gaudiot, Hironori Kasahara: Engineering Education in the Age of Autonomous Machines. Computer 54(4): 66-69, April, 2021
Sina Faezi, Rozhin Yasaei, Anomadarshi Barua, Mohammad Abdullah Al Faruque: Brain-Inspired Golden Chip Free Hardware Trojan Detection. IEEE Trans. Inf. Forensics Secur. 16: 2697-2708, April, 2021
Xiaojie Guo, Liang Zhao, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: Deep graph transformation for attributed, directed, and signed networks. Knowl. Inf. Syst. 63(6): 1305-1337, April, 2021
Behnam Pourghassemi, Jordan Bonecutter, Zhou Li, Aparna Chandramowlishwaran: adPerf: Characterizing the Performance of Third-party Ads. Proc. ACM Meas. Anal. Comput. Syst. 5(1): 03:1-03:26, March, 2021
Salma Elmalaki: FaiR-IoT: Fairness-aware Human-in-the-Loop Reinforcement Learning for Harnessing Human Variability in Personalized IoT. CoRR abs/2103.16033, March, 2021
Twisha Titirsha, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor: Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware. CoRR abs/2103.05707, March, 2021
Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia: Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges. CoRR abs/2103.04505, March, 2021
Chris Nigh, Alex Orailoglu: AdaTrust: Combinational Hardware Trojan Detection Through Adaptive Test Pattern Construction. IEEE Trans. Very Large Scale Integr. Syst. 29(3): 544-557, March, 2021
Hasan Erdem Yantir, Ahmed M. Eltawil, Khaled N. Salama: IMCA: An Efficient In-Memory Convolution Accelerator. IEEE Trans. Very Large Scale Integr. Syst. 29(3): 447-460, March, 2021
Joydeep Dey, Wes Taylor, Sudeep Pasricha: VESPA: A Framework for Optimizing Heterogeneous Sensor Placement and Orientation for Autonomous Vehicles. IEEE Consumer Electron. Mag. 10(2): 16-26, March, 2021
Martí Mañosas-Caballú, A. Lee Swindlehurst, Gonzalo Seco-Granados: Power-based Capon beamforming: Avoiding the cancellation effects of GNSS multipath. Signal Process. 180: 107891, March, 2021
Rajesh Gupta, Aparna Kumari, Sudeep Tanwar, Neeraj Kumar: Blockchain-Envisioned Softwarized Multi-Swarming UAVs to Tackle COVID-I9 Situations. IEEE Netw. 35(2): 160-167, March, 2021
Songwen Pei, Jinkai Wang, Linhua Jiang, NaixueXiong, Jean-Luc Gaudiot: Genetic scheduling policy on codelet model. Concurr. Comput. Pract. Exp. 33(7): 1, March, 2021
Sujit Rokka Chhetri, Anomadarshi Barua, Sina Faezi, Francesco Regazzoni, Arquimedes Canedo, Mohammad Abdullah Al Faruque: Tool of Spies: Leaking your IP by Altering the 3D Printer Compiler. IEEE Trans. Dependable Secur. Comput. 18(2): 667-678, March, 2021
Yunzhe Tian, Jiqiang Liu, Endong Tong, WenjiaNiu, Liang Chang, Qi Alfred Chen, Gang Li, Wei Wang: Towards Revealing Parallel Adversarial Attack on Politician Socialnet of Graph Structure. Secur. Commun. Networks 2021: 6631247:1-6631247:13, March, 2021
Azadeh Tabeshnezhad, A. Lee Swindlehurst, Tommy Svensson: Reduced Complexity Precoding for One-Bit Signaling. IEEE Trans. Veh. Technol. 70(2): 1967-1971, February, 2021
Arnav V. Malawade, Nathan D. Costa, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems. CoRR abs/2102.11450, February, 2021
Asmaa Abdallah, Abdulkadir Celik, Mohammad M. Mansour, Ahmed M. Eltawil: Deep Learning Based Frequency-Selective Channel Estimation for Hybrid mmWave MIMO Systems. CoRR abs/2102.10847, February, 2021
Dharanidhar Dang, Sai Vineel Reddy Chittamuru, Sudeep Pasricha, Rabi N. Mahapatra, Debashis Sahoo: BPLight-CNN: A Photonics-based Backpropagation Accelerator for Deep Learning.CoRR abs/2102.10140, February, 2021
Febin P. Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha: A Survey on Silicon Photonics for Deep Learning. CoRR abs/2101.01751, February, 2021
Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar: Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation. CoRR abs/2102.05714, February, 2021
Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque: AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices. CoRR abs/2102.01875, February, 2021
Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha: CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator. CoRR abs/2102.06960, February, 2021
Davide Callegaro, Marco Levorato: Optimal Edge Computing for Infrastructure-Assisted UAV Systems. IEEE Trans. Veh. Technol. 70(2): 1782-1792, February, 2021
Fahimeh Hajizadeh, Mohammadreza Binesh Marvasti, Seyyed Amir Asghari, Mostafa Abbas Mollaei, Amir M. Rahmani: Configurable DSI partitioned approximate multiplier. Future Gener. Comput. Syst. 115: 100-114, February, 2021
Irune Yarza, Mikel Azkarate-askatsua, Peio Onaindia, Kim Grüttner, Philipp Ittershagen, Wolfgang Nebel: Legacy software migration based on timing contract aware real-time execution environments. J. Syst. Softw. 172: 110849, February, 2021
Mariam Rakka, Mohamed E. Fouda, Rouwaida Kanj, Ahmed M. Eltawil, Fadi J. Kurdahi: Design Exploration of Sensing Techniques in 2T-2R Resistive Ternary CAMs. IEEE Trans. Circuits Syst. II Express Briefs 68(2): 762-766, February, 2021
Peeyush Gupta, Sharad Mehrotra, Shantanu Sharma, Nalini Venkatasubramanian, Guoxi Wang: Concealer: SGX-based Secure, Volume Hiding, and Verifiable Processing of Spatial Time- Series Datasets. CoRR abs/2102.05238, February, 2021
Raul Murillo, Alberto A. Del Barrio, Guillermo Botella, Min Soo Kim, Hyunjin Kim, Nader Bagherzadeh: PLAM: a Posit Logarithm-Approximate Multiplier for Power Efficient Posit-based DNNs. CoRR abs/2102.09262, February, 2021
Ruochen Jiao, Hengyi Liang, Takami Sato, Junjie Shen, Qi Alfred Chen, Qi Zhu: End-to-end Uncertainty-based Mitigation of Adversarial Attacks to Automated Lane Centering. CoRR abs/2103.00345, February, 2021
Shaoshan Liu, Jean-Luc Gaudiot, Hironori Kasahara: Engineering Education in the Age of Autonomous Machines. CoRR abs/2102.07900, February, 2021
Sourav Dutta, Georgios Detorakis, Abhishek Khanna, Benjamin Grisafe, Emre Neftci, Suman Datta: Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference. CoRR abs/2102.10477, February, 2021
Weiyu Luo, Brian Demsky: C11Tester: A Race Detector for C/C++ Atomics Technical Report. CoRR abs/2102.07901, February, 2021
Xiangguo Liu, Baiting Luo, Ahmed Abdo, Nael B. Abu-Ghazaleh, Qi Zhu: Securing Connected Vehicle Applications with an Efficient Dual Cyber-Physical Blockchain Framework. CoRR abs/2102.07690, February, 2021
Xiaowu Sun, Yasser Shoukry: Provably Correct Training of Neural Network Controllers Using Reachability Analysis. CoRR abs/2102.10806, February, 2021
Xinyun Zou, Eric O. Scott, Alexander B. Johnson, Kexin Chen, Douglas A. Nitz, Kenneth A. De Jong, Jeffrey L. Krichmar: Neuroevolution of a Recurrent Neural Network for Spatial and Working Memory in a Simulated Robotic Environment. CoRR abs/2102.12638, February, 2021
Mina Chookhachizadeh Moghadam, Ehsan Masoumi Khalil Abad, Samir Kendale, Nader Bagherzadeh: Predicting hypotension in the ICU using noninvasive physiological signals. Comput. Biol. Medicine 129: 104120, February, 2021
Payam Heydari, Huan Wang, Hossein Mohammadnezhad, Peyman Nazari: Energy Efficient 100+ GHz Transceivers Enabling Beyond-5G Wireless Communications. IEEE Wirel. Commun. 28(1): 144-151, February, 2021
Rachit Agarwal, Shikhar Barve, Sandeep Kumar Shukla: Detecting malicious accounts in permissionless blockchains using temporal graph properties. Appl. Netw. Sci. 6(1): 9, February, 2021
Rang Liu, Ming Li, Qian Liu, A. Lee Swindlehurst: Joint Symbol-Level Precoding and Reflecting Designs for IRS-Enhanced MU-MISO Systems. IEEE Trans. Wirel. Commun. 20(2): 798-811, February, 2021
William E. Devanny, Michael T. Goodrich, Sandy Irani: A competitive analysis for the Start-Gap algorithm for online memory wear leveling. Inf. Process. Lett. 166: 106042, February, 2021
Yerassyl Akhmetkaziyev, Galymzhan Nauryzbayev, Sultangali Arzykulov, Ahmed M. Eltawil, Khaled M. Rabie, Xingwang Li: Performance of NOMA-Enabled Cognitive Satellite-Terrestrial Networks With Non-Ideal System Limitations. IEEE Access 9: 35932-35946, February, 2021
Ang Li, Christos Masouros, Branka Vucetic, Yonghui Li, A. Lee Swindlehurst: Interference Exploitation Precoding for Multi-Level Modulations: Closed-Form Solutions. IEEE Trans. Commun. 69(1): 291-308, January, 2021
Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Biswadip Maity, Caio Batista de Melo, Kenneth Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt: Reflecting on Self-Aware Systems-on-Chip. A Journey of Embedded and Cyber-Physical Systems 2021: 79-95, January, 2021
Li Sun, Yong Zhang, A. Lee Swindlehurst: Alternate-Jamming-Aided Wireless Physical-Layer Surveillance: Protocol Design and Performance Analysis. IEEE Trans. Inf. Forensics Secur. 16: 1989-2003, January, 2021
Rachit Agarwal, Tanmay Thapliyal, Sandeep K. Shukla: Detecting Malicious Accounts showing Adversarial Behavior in Permissionless Blockchains. CoRR abs/2101.11915, January, 2021
Wael Fatnassi, Yasser Shoukry: PolyAR: A Highly Parallelizable Solver For Polynomial Inequality Constraints Using Convex Abstraction Refinement. CoRR abs/2101.04655, January, 2021
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang: A Comprehensive Survey on Hardware-Aware Neural Architecture Search. CoRR abs/2101.09336, January, 2021
Li Sun, Yuwei Wang, A. Lee Swindlehurst, Xiao Tang: Generative-Adversarial-Network Enabled Signal Detection for Communication Systems With Unknown Channel Models. IEEE J. Sel. Areas Commun. 39(1): 47-60, January, 2021
Mohammad Saidur Rahman, Mohsen Imani, Nate Mathews, Matthew Wright: Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces. IEEE Trans. Inf. Forensics Secur. 16: 1594-1609, January, 2021
Nafiul Rashid, Manik Dautta, Peter Tseng, Mohammad Abdullah Al Faruque: HEAR: Fog-Enabled Energy-Aware Online Human Eating Activity Recognition. IEEE Internet Things J. 8(2): 860-868, January, 2021
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian: CANOPY: A Verifiable Privacy-Preserving Token Ring-Based Communication Protocol for Smart Homes. ACM Trans. Cyber Phys. Syst. 5(1): 3:1-3:34, January, 2021
Omid Malekzadeh-Arasteh, Ahmad Reza Danesh, An H. Do, Zoran Nenadic, Payam Heydari: An Analysis of CMRR Degradation in Multi-Channel Biosignal Recording Systems. IEEE Trans. Circuits Syst. II Express Briefs 68(1): 151-155, January, 2021
Rainer Dömer, Zhongqi Cheng, Daniel Mendoza, Emad Arasteh: Pushing the Limits of Parallel Discrete Event Simulation for SystemC. A Journey of Embedded and Cyber-Physical Systems 2021: 97-105, January, 2021
Rajesh Gupta, Aparna Kumari, Sudeep Tanwar: Fusion of blockchain and artificial intelligence for secure drone networking underlying 5G communications. Trans. Emerg. Telecommun. Technol. 32(1), January, 2021
Shih-Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque: Pykg2vec: A Python Library for Knowledge Graph Embedding. J. Mach. Learn. Res. 22: 16:1-16:6, January, 2021
Shun-Chi Wu, Pei-Lun Hung, A. Lee Swindlehurst: ECG Biometric Recognition: Unlinkability, Irreversibility, and Security. IEEE Internet Things J. 8(1): 487-500, January, 2021
Qian Xu, Pinyi Ren, A. Lee Swindlehurst: Rethinking Secure Precoding via Interference Exploitation: A Smart Eavesdropper Perspective. IEEE Trans. Inf. Forensics Secur. 16: 585-600, January, 2021
Zhangjie Peng, Zhenkun Zhang, Cunhua Pan, Li Li, A. Lee Swindlehurst: Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface. IEEE Trans. Signal Process. 69: 837-851, January, 2021
Amine Mezghani, Josef A. Nossek, A. Lee Swindlehurst: Low SNR Asymptotic Rates of Vector Channels With One-Bit Outputs. IEEE Trans. Inf. Theory 66(12): 7615-7634, December, 2020
Amir Mahdi Hosseini Monazzah, Amir M. Rahmani, Antonio Miele, Nikil D. Dutt: CAST: Content-Aware STT-MRAM Cache Write Management for Different Levels of Approximation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4385-4398, December, 2020
Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing: Data Reuse for Accelerated Approximate Warps. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4623-4634, December, 2020
Alexios Voulimeneas, Dokyung Song, Per Larsen, Michael Franz, Stijn Volckaert: dMVX: Secure and Efficient Multi-Variant Execution in a Distributed Setting. CoRR abs/2011.02091, November, 2020
Amir Hosein Afandizadeh Zargari, Manik Dautta, Marzieh Ashrafiamiri, Minjun Seo, Peter Tseng, Fadi J. Kurdahi: NEWERTRACK: ML-Based Accurate Tracking of In-Mouth Nutrient Sensors Position Using Spectrum-Wide Information. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3833-3841, November, 2020
Bai Li, Shaoshan Liu, Jie Tang, Jean-Luc Gaudiot, Liangliang Zhang, Qi Kong: Autonomous Last-Mile Delivery Vehicles in Complex Traffic Environments. Computer 53(11): 26-35, November, 2020
Biswadip Maity, Bryan Donyanavard, Anmol Surhonne, Amir M. Rahmani, Andreas Herkersdorf, Nikil D. Dutt: AXES: Approximation Manager for Emerging Memory Architectures. CoRR abs/2011.08353, November, 2020
Elbruz Ozen, Alex Orailoglu: Boosting Bit-Error Resilience of DNN Accelerators Through Median Feature Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3250-3262, November, 2020
Ivan De Oliveira Nunes, Sashidhar Jakkamsetti, Gene Tsudik: Tiny-CFA: A Minimalistic Approach for Control-Flow Attestation Using Verified Proofs of Execution. CoRR abs/2011.07400, November, 2020
Jiachen Sun, Karl Koenig, Yulong Cao, Qi Alfred Chen, Z. Morley Mao: On the Adversarial Robustness of 3D Point Cloud Classification. CoRR abs/2011.11922, November, 2020
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci: On-Chip Error-triggered Learning of Multi-layer Memristive Spiking Neural Networks. CoRR abs/2011.10852, November, 2020
Milad Asgari Mehrabadi, Seyed Amir Hossein Aqajari, Iman Azimi, Charles A. Downs, Nikil D. Dutt, Amir M. Rahmani: Detection of COVID-19 Using Heart Rate and Blood Pressure: Lessons Learned from Patients with ARDS. CoRR abs/2011.10470, November, 2020
Ramtin Afshar, Amihood Amir, Michael T. Goodrich, Pedro Matias: Adaptive Exact Learning in a Mixed-Up World: Dealing with Periodicity, Errors, and Jumbled-Index Queries in String Reconstruction. CoRR abs/2007.08787, November, 2020
Sankha Baran Dutta, Hoda Naghibijouybari, Nael B. Abu-Ghazaleh, Andres Marquez, Kevin J. Barker: Leaky Buddies: Cross-Component Covert Channels on Integrated CPU-GPU Systems. CoRR abs/2011.09642, November, 2020
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha: INDRA: Intrusion Detection Using Recurrent Autoencoders in Automotive Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3698-3710, November, 2020
Xiaofan Yu, Kazim Ergun, Ludmila Cherkasova, Tajana Simunic Rosing: Optimizing Sensor Deployment and Maintenance Costs for Large-Scale Environmental Monitoring. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3918-3930, November, 2020
Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing: Theoretical Foundations of Hyperdimensional Computing. CoRR abs/2010.07426, October, 2020
Ali Bozorgmehr, Mohammad Khaleqi Qaleh Jooq, Mohammad Hossein Moaiyeri, Keivan Navi, Nader Bagherzadeh: A novel digital fuzzy system for image edge detection based on wrap-gate carbon nanotube transistors. Comput. Electr. Eng. 87: 106811, October, 2020
Friedemann Zenke, Emre O. Neftci: Brain-Inspired Learning on Neuromorphic Substrates. CoRR abs/2010.11931, October, 2020
Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Abdessamad Ait El Cadi: Performance Prediction for Convolutional Neural Networks in Edge Devices. CoRR abs/2010.11297, October, 2020
Harry Xu: Technical perspective: BLeak: semantics-aware leak detection in the web. Commun. ACM 63(11): 145, October, 2020
Ivan De Oliveira Nunes, Xuhua Ding, Gene Tsudik: On the Root of Trust Identification Problem. CoRR abs/2010.13858, October, 2020
Jean-Luc Gaudiot, Hironori Kasahara: Computer Education in the Age of COVID-19. Computer 53(10): 114-118, October, 2020
Jeng-Hau Lin, Xun Jiao, Mulong Luo, Zhuowen Tu, Rajesh K. Gupta: Vulnerability of Hardware Neural Networks to Dynamic Operation Point Variations. IEEE Des. Test 37(5): 75-84, October, 2020
Jianying Zhou, Mauro Conti, Chuadhry Mujeeb Ahmed, Man Ho Au, Lejla Batina, Zhou Li, Jingqiang Lin, Eleonora Losiouk, Bo Luo, Suryadipta Majumdar, Weizhi Meng, Martín Ochoa, Stjepan Picek, Georgios Portokalidis, Cong Wang, Kehuan Zhang: Applied Cryptography and Network Security Workshops – ACNS 2020 Satellite Workshops, AIBlock, AIHWS, AIoTS, Cloud S&P, SCI, SecMT, and SiMLA, Rome, Italy, October 19-22, 2020, Proceedings. Lecture Notes in Computer Science 12418, Springer 2020, ISBN 978-3-030-61637-3, October, 2020
Kenneth Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci: Online Few-shot Gesture Learning on a Neuromorphic Processor. CoRR abs/2008.01151, October, 2020
Kexin Chen, Tiffany Hwu, Hirak J. Kashyap, Jeffrey L. Krichmar, Kenneth Stewart, Jinwei Xing, Xinyun Zou: Neurorobots as a Means Toward Neuroethology and Explainable AI. Frontiers Neurorobotics 14: 570308, October, 2020
Mohsen Imani, Samuel Bosch, Sohum Datta, Sharadhi Ramakrishna, Sahand Salamat, Jan M. Rabaey, Tajana Rosing: QuantHD: A Quantization Framework for Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2268-2278, October, 2020
Mohsen Imani, Xunzhao Yin, John Messerly, Saransh Gupta, Michael T. Niemier, Xiaobo Sharon Hu, Tajana Rosing: SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2422-2433, October, 2020
Qingqing Wu, Jie Xu, Yong Zeng, Derrick Wing Kwan Ng, Naofal Al-Dhahir, Robert Schober, A. Lee Swindlehurst: 5G-and-Beyond Networks with UAVs: From Communications to Sensing and Intelligence. CoRR abs/2010.09317, October, 2020
Sahar Nikbakht Aali, Nader Bagherzadeh: Divisible load scheduling of image processing applications on the heterogeneous star and tree networks using a new genetic algorithm. Concurr. Comput. Pract. Exp. 32(10), October, 2020
Seyedeh Yasaman Hosseini Mirmahaleh, Midia Reshadi, Nader Bagherzadeh: Flow mapping on mesh-based deep learning accelerator. J. Parallel Distributed Comput. 144: 80-97, October, 2020
Shihong Ed Huang, Wai Wong, Yiheng Feng, Qi Alfred Chen, Z. Morley Mao, Henry X. Liu: Impact Evaluation of Falsified Data Attacks on Connected Vehicle Based Traffic Signal Control. CoRR abs/2010.04753, October, 2020
Sudeep Pasricha, Raid Ayoub, Michael Kishinevsky, Sumit K. Mandal, Ümit Y. Ogras: A Survey on Energy Management for Mobile and IoT Devices. IEEE Des. Test 37(5): 7-24, October, 2020
Ümit Y. Ogras, Sudeep Pasricha, Michael Kishinevsky, Raid Ayoub: Guest Editors’ Introduction: Design and Management of Mobile Platforms: From Smartphones to Wearable Devices. IEEE Des. Test 37(5): 5-6, October, 2020
Wei Liang, Yongkai Fan, Kuan-Ching Li, Dafang Zhang, Jean-Luc Gaudiot: Secure Data Storage and Recovery in Industrial Blockchain Network Environments. IEEE Trans. Ind. Informatics 16(10): 6543-6552, October, 2020
Yoshitomo Matsubara, Marco Levorato: Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks. CoRR abs/2007.15818, October, 2020
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor: Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition. CoRR abs/2009.09298, September, 2020
Alireza Tajary, Hamid R. Zarandi, Nader Bagherzadeh: IRHT: An SDC detection and recovery architecture based on value locality of instruction binary codes. Microprocess. Microsystems 77: 103159, September, 2020
Aneet Kumar Dutta, Bhaskar Pratim Mukhoty, Sandeep K. Shukla: Unsupervised Learning Based Robust Multivariate Intrusion Detection System for Cyber-Physical Systems using Low Rank Matrix. CoRR abs/2009.02930, September, 2020
Geng Yang, Zhibo Pang, Amir M. Rahmani, Mianxiong Dong, Yuan-Ting Zhang, M. Jamal Deen, Nigel H. Lovell: Guest Editorial Enabling Technologies in Health Engineering and Informatics for the New Revolution of Healthcare 4.0. IEEE J. Biomed. Health Informatics 24(9): 2442-2443, September, 2020
Geng Yang, Zhibo Pang, M. Jamal Deen, Mianxiong Dong, Yuan-Ting Zhang, Nigel H. Lovell, Amir M. Rahmani: Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies. IEEE J. Biomed. Health Informatics 24(9): 2535-2549, September, 2020
Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan: InterLock: An Intercorrelated Logic and Routing Locking. CoRR abs/2009.02206, September, 2020
Hessam Pirzadeh, Gonzalo Seco-Granados, Shilpa Rao, A. Lee Swindlehurst: Spectral Efficiency of One-Bit Sigma-Delta Massive MIMO. IEEE J. Sel. Areas Commun. 38(9): 2215-2226, September, 2020
Hongyu Li, Ming Li, Qian Liu, A. Lee Swindlehurst: Dynamic Hybrid Beamforming With Low-Resolution PSs for Wideband mmWave MIMO-OFDM Systems. IEEE J. Sel. Areas Commun. 38(9): 2168-2181, September, 2020
Kamil Khan, Sudeep Pasricha, Ryan Gary Kim: A Survey of Resource Management for Processing-in-Memory and Near-Memory Processing Architectures. CoRR abs/2009.09603, September, 2020
Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan: NNgSAT: Neural Network guided SAT Attack on Logic Locked Complex Structures. CoRR abs/2009.02208, September, 2020
Meng Hua, Luxi Yang, Qingqing Wu, A. Lee Swindlehurst: 3D UAV Trajectory and Communication Design for Simultaneous Uplink and Downlink Transmission. IEEE Trans. Commun. 68(9): 5908-5923, September, 2020
Peyman Tehrani, Marco Levorato: Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems. CoRR abs/2009.06825, September, 2020
Ramtin Afshar, Michael T. Goodrich, Pedro Matias, Martha C. Osegueda: Reconstructing Biological and Digital Phylogenetic Trees in Parallel. CoRR abs/2006.15259, September, 2020
Saideep Tiku, Sudeep Pasricha, Branislav M. Notaros, Qi Han: A Hidden Markov Model based smartphone heterogeneity resilient portable indoor localization framework. J. Syst. Archit. 108: 101806, September, 2020
Sergey Shaboyan, Alireza Shahan Behbahani, Ahmed M. Eltawil: Design and Implementation of an End-to-End Amplify and Forward Full-Duplex Relay Network. IEEE Access 8: 163594-163607, September, 2020
Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jack Jia, Xue Lin, Qi Alfred Chen: Hold Tight and Never Let Go: Security of Deep Learning based Automated Lane Centering under Physical-World Attack. CoRR abs/2009.06701, September, 2020
Yiming Lin, Daokun Jiang, Roberto Yus, Georgios Bouloukakis, Andrew Chio, Sharad Mehrotra, Nalini Venkatasubramanian: LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization. CoRR abs/2004.09676, September, 2020
Ahmad Albaqsami, Maryam S. Hosseini, Masoomeh Jasemi, Nader Bagherzadeh:
Adaptive HTF-MPR: An Adaptive Heterogeneous TensorFlow Mapper Utilizing Bayesian Optimization and Genetic Algorithms. ACM Trans. Intell. Syst. Technol. 11(5): 55:1-55:25, August, 2020
Ahmed Ibrahim, Ahmed M. Eltawil, Yunsu Na, Sherif El-Tawil: Accuracy Limits of Embedded Smart Device Accelerometer Sensors. IEEE Trans. Instrum. Meas. 69(8): 5488-5496, August, 2020
Evita Bakopoulou, Anastasia Shuba, Athina Markopoulou: Exposures Exposed: A Measurement and User Study to Assess Mobile Data Privacy in Context. CoRR abs/2008.08973, August, 2020
Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen: Drift with Devil: Security of Multi-Sensor Fusion based Localization in High-Level Autonomous Driving under GPS Spoofing (Extended Version). CoRR abs/2006.10318, August, 2020
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci: On-Chip Error-triggered Learning of Multi-layer Memristive Spiking Neural Networks. CoRR abs/2011.10852, August, 2020
Meng Hua, Luxi Yang, Qingqing Wu, Cunhua Pan, Chunguo Li, A. Lee Swindlehurst: UAV-Assisted Intelligent Reflecting Surface Symbiotic Radio System. CoRR abs/2007.14029, August, 2020
Mohammed Yazid Lachachi, Mohamed Ouslim, Smaïl Niar, Abdelmalik Taleb-Ahmed: Toward real-time road detection for autonomous vehicles. J. Electronic Imaging 29(04): 043022, August, 2020
Rajesh Gupta, Yan Liu, Jiliang Tang, B. Aditya Prakash: KDD ’20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020. ACM 2020, ISBN 978-1-4503-7998-4, August, 2020
Rosario Cammarota, Matthias Schunter, Anand Rajan, Fabian Boemer, Ágnes Kiss, Amos Treiber, Christian Weinert, Thomas Schneider, Emmanuel Stapf, Ahmad-Reza Sadeghi, Daniel Demmler, Huili Chen, Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar, Saransh Gupta, Tajana Simunic Rosing, Kamalika Chaudhuri, Hamid Nejatollahi, Nikil D. Dutt, Mohsen Imani, Kim Laine, Anuj Dubey, Aydin Aysu, Fateme Sadat Hosseini, Chengmo Yang, Eric Wallace, Pamela Norton: Trustworthy AI Inference Systems: An Industry Research View. CoRR abs/2008.04449, August, 2020
Sahand Salamat, Mohsen Imani, Tajana Rosing: Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse. IEEE Trans. Computers 69(8): 1159-1171, August, 2020
Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions. CoRR abs/2009.06435, August, 2020
Sudeep Pasricha, Mahdi Nikdast: A Survey of Silicon Photonics for Energy-Efficient Manycore Computing. IEEE Des. Test 37(4): 60-81, August, 2020
Sultangali Arzykulov, Abdulkadir Celik, Galymzhan Nauryzbayev, Ahmed M. Eltawil: UAV-Assisted Cooperative & Cognitive NOMA: Deployment, Clustering, and Resource Allocation. CoRR abs/2008.11356, August, 2020
Vipin Kumar Kukkala, Sudeep Pasricha, Thomas Bradley: SEDAN: Security-Aware Design of Time-Critical Automotive Networks. IEEE Trans. Veh. Technol. 69(8): 9017-9030, August, 2020
Alex Orailoglu, Matthias Jung, Marc Reichenbach: Embedded Computer Systems: Architectures, Modeling, and Simulation – 20th International Conference, SAMOS 2020, Samos, Greece, July 5-9, 2020, Proceedings. Lecture Notes in Computer Science 12471, Springer 2020, ISBN 978-3-030-60938-2, July, 2020
Ali Mirzaeian, Masoud PourReza, Mohammad Sabokrou, Ashkan Vakil, Tinoosh Mohsenin, Houman Homayoun, Avesta Sasan: Cluster-Based Partitioning of Convolutional Neural Networks, A Solution for Computational Energy and Complexity Reduction. CoRR abs/2006.15799, July, 2020
Ali Mirzaeian, Mohammad Sabokrou, Mohammad Khalooei, Jana Kosecka, Houman Homayoun, Tinoosh Mohsenin, Avesta Sasan: Learning Diverse Latent Representations for Improving the Resilience to Adversarial Attacks. CoRR abs/2006.15127, July, 2020
Ali Heydarigorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou: HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems. CoRR abs/2007.08077, July, 2020
Andrea A. Chiba, Jeffrey L. Krichmar: Neurobiologically Inspired Self-Monitoring Systems. Proc. IEEE 108(7): 976-986, July, 2020
Ang Li, Christos Masouros, A. Lee Swindlehurst, Wei Yu: 1-Bit Massive MIMO Transmission: Embracing Interference with Symbol-Level Precoding. CoRR abs/2007.13950, July, 2020
Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing: SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation. CoRR abs/2007.10330, July, 2020
Bryan Donyanavard, Amir M. Rahmani, Axel Jantsch, Onur Mutlu, Nikil D. Dutt: Intelligent Management of Mobile Systems through Computational Self-Awareness. CoRR abs/2008.00095, July, 2020
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh K. Gupta: ACES: Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning. ACM Trans. Sens. Networks 16(4): 36:1-36:31, July, 2020
Henry Hoffmann, Axel Jantsch, Nikil D. Dutt: Embodied Self-Aware Computing Systems. Proc. IEEE 108(7): 1027-1046, July 2020
Hessam Pirzadeh, Gonzalo Seco-Granados, A. Lee Swindlehurst, Josef A. Nossek: On the Effect of Mutual Coupling in One-Bit Spatial Sigma-Delta Massive MIMO Systems. CoRR abs/2005.04804, July, 2020
Khuong Vo, Tai Le, Amir M. Rahmani, Nikil D. Dutt, Hung Cao: An Efficient and Robust Deep Learning Method with 1-D Octave Convolution to Extract Fetal Electrocardiogram. Sensors 20(13): 3757, July, 2020
Li Sun, Dantong Huang, A. Lee Swindlehurst: Fountain-Coding Aided Secure Transmission With Delay and Content Awareness. IEEE Trans. Veh. Technol. 69(7): 7992-7997, July, 2020
Maximilian Götzinger, Dávid Juhász, Nima Taherinejad, Edwin Willegger, Benedikt Tutzer, Pasi Liljeberg, Axel Jantsch, Amir M. Rahmani: RoSA: A Framework for Modeling Self-Awareness in Cyber-Physical Systems. IEEE Access 8: 141373-141394, July, 2020
Milad Asgari Mehrabadi, Nikil D. Dutt, Amir M. Rahmani: The Causality Inference of Public Interest in Restaurants and Bars on COVID-19 Daily Cases in the US: A Google Trends Analysis. CoRR abs/2007.13255, July, 2020
Min Soo Kim, Alberto A. Del Barrio, Hyunjin Kim, Nader Bagherzadeh: Effects of Approximate Multiplication on Convolutional Neural Networks. CoRR abs/2007.10500, July, 2020
Mohammed E. Fouda, Sergey Shaboyan, Ayman Elezabi, Ahmed M. Eltawil: Application of ICA on Self-Interference Cancellation of In-Band Full Duplex Systems. IEEE Wirel. Commun. Lett. 9(7): 924-927, July, 2020
Nikil D. Dutt, Carlo S. Regazzoni, Bernhard Rinner, Xin Yao: Self-Awareness for Autonomous Systems. Proc. IEEE 108(7): 971-975, July, 2020
Razi Seyyedi, Sören Schreiner, Maher Fakih, Kim Grüttner, Wolfgang Nebel: Functional test environment for time-triggered control systems in complex MPSoCs. Microprocess. Microsystems 76: 103072, July, 2020
Sai Manoj Pudukotai Dinakarrao, Xiaojie Guo, Hossein Sayadi, Cameron Nowzari, Avesta Sasan, Setareh Rafatirad, Liang Zhao, Houman Homayoun: Cognitive and Scalable Technique for Securing IoT Networks Against Malware Epidemics. IEEE Access 8: 138508-138528, July, 2020
Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Sudeep Pasricha, Sairam Sri Vatsavai, Varun Bhat: Exploiting Process Variations to Secure Photonic NoC Architectures from Snooping Attacks. CoRR abs/2007.10454, July, 2020
Seyed Amir Hossein Aqajari, Emad Kasaeyan Naeini, Milad Asgari Mehrabadi, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt: GSR Analysis for Stress: Development and Validation of an Open Source Tool for Noisy Naturalistic GSR Data. CoRR abs/2005.01834, July, 2020
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha:
INDRA: Intrusion Detection using Recurrent Autoencoders in Automotive Embedded Systems. CoRR abs/2007.08795, July, 2020
Wei-Fang Sun, Shih-Hsien Chan, Zhe-Ting Liu, Yu-Hung Yeh, Pai H. Chou: Quatros: a preemptive multithreaded embedded OS for education. SIGBED Rev. 17(1): 49-55, July, 2020
Yoshimichi Nakatsuka, Ercan Ozturk, Andrew Paverd, Gene Tsudik: CACTI: Captcha Avoidance via Client-side TEE Integration. CoRR abs/2007.10397, July, 2020
Yoshitomo Matsubara, Marco Levorato: Split Computing for Complex Object Detectors: Challenges and Preliminary Results. CoRR abs/2007.13312, July, 2020