论文头条 | DplsLab_北京智慧云测设备技术有限公司

PowerGAN: A Machine Learning Approach for Power Side‐Channel Attack on Compute‐in‐Memory Accelerators

发表于 2023/9/22 来源 Advanced Intelligent Systems DOI 10.1002/AISY.202300313

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作者

Ziyu Wang Yuting Wu Yongmo Park Sangmin Yoo Xinxin Wang Jason K. Eshraghian Wei D. Lu

单位

Department of Electrical Engineering and Computer Science University of Michigan ;Department of Electrical and Computer Engineering University of California

摘要

Analog compute‐in‐memory (CIM) systems are promising candidates for deep neural network (DNN) inference acceleration. However, as the use of DNNs expa 更多..

compute-in-memory generative adversarial network machine learning memristor resistive random-access memory side-channel attack

Smartphone Security and Privacy: A Survey on APTs, Sensor-Based Attacks, Side-Channel Attacks, Google Play Attacks, and Defenses

发表于 2023/6/1 来源 Technologies DOI 10.3390/TECHNOLOGIES11030076

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作者

Zia Muhammad Zahid Anwar Abdul Rehman Javed Bilal Saleem Sidra Abbas Thippa Reddy Gadekallu

单位

Department of Computer Science and the Challey Institute, North Dakota State University, Fargo, ND 6050, USA;Department of Electrical and Computer Engineering,展开

Department of Computer Science and the Challey Institute, North Dakota State University, Fargo, ND 6050, USA;Department of Electrical and Computer Engineering, Lebanese American University, Byblos 36/S-12, Lebanon;Department of Cybersecurity, Air University, E-9, Islamabad 44000, Pakistan;Department of Computer Science, COMSATS University, Islamabad 44000, Pakistan;Zhongda Group, Haiyan County, Jiaxing 314312, China;School of Information Technology and Engineering, Vellore Institute of Technology, Tamil Nadu 632 014, India;College of Information Science and Engineering, Jiaxing University, Jiaxing 314001, China;Division of Research and Development, Lovely Professional University, Phagwara 144411, India

摘要

There is an exponential rise in the use of smartphones in government and private institutions due to business dependencies such as communication, virt 更多..

android issues APTs dynamic analysis Google Play Protect Google Play Store malware attacks mobile biometric attacks open challenges security and privacy sensor-based attacks side-channel attacks smartphone security static analysis vulnerabilities

Multi-Dimensional Fusion Deep Learning for Side Channel Analysis

发表于 2023/12/1 来源 Electronics DOI 10.3390/ELECTRONICS12234728

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作者

Tuo Deng Huanyu Wang Dalin He Naixue Xiong Wei Liang Junnian Wang

单位

School of Physics and Electronic Science, Hunan University of Science and Technology, Xiangtan 411201, China;Hunan Province Key Laboratory of Intelligent Sensor展开

School of Physics and Electronic Science, Hunan University of Science and Technology, Xiangtan 411201, China;Hunan Province Key Laboratory of Intelligent Sensors and Advanced Sensing Materials, Xiangtan 411201, China;School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan 411201, China

摘要

The rapid advancement of deep learning has significantly heightened the threats posed by Side-Channel Attacks （SCAs） to information security, transfor 更多..

AES-128 deep learning multi-scale feature fusion network fusion side-channel attacks