I Know What You See: Power Side-Channel Attack on Convolutional Neural Network Accelerators

5 March 2018

Papers citing "I Know What You See: Power Side-Channel Attack on Convolutional Neural Network Accelerators"

25 / 25 papers shown

Title
Side-channel attack analysis on in-memory computing architectures Ziyu Wang Fanruo Meng Yongmo Park Jason K. Eshraghian Wei D. Lu 24 21 0 06 Sep 2022
AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks Mulong Luo Wenjie Xiong G. G. Lee Yueying Li Xiaomeng Yang Amy Zhang Yuandong Tian Hsien-Hsin S. Lee G. E. Suh AAML 43 10 0 17 Aug 2022
On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel Shubhi Shukla Manaar Alam Sarani Bhattacharya Debdeep Mukhopadhyay Pabitra Mitra AAML 27 2 0 01 Aug 2022
Careful What You Wish For: on the Extraction of Adversarially Trained Models Kacem Khaled Gabriela Nicolescu F. Magalhães MIACV AAML 35 4 0 21 Jul 2022
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems Shail Dave Alberto Marchisio Muhammad Abdullah Hanif Amira Guesmi Aviral Shrivastava Ihsen Alouani Mohamed Bennai 39 13 0 18 Apr 2022
PDNPulse: Sensing PCB Anomaly with the Intrinsic Power Delivery Network Huifeng Zhu Haoqi Shan Dean Sullivan Xiaolong Guo Yier Jin Xuan Zhang 13 15 0 05 Apr 2022
Confidential Machine Learning Computation in Untrusted Environments: A Systems Security Perspective Kha Dinh Duy Taehyun Noh Siwon Huh Hojoon Lee 56 9 0 05 Nov 2021
PIM-Enclave: Bringing Confidential Computation Inside Memory Kha Dinh Duy Hojoon Lee 24 1 0 05 Nov 2021
Physical Side-Channel Attacks on Embedded Neural Networks: A Survey M. M. Real Ruben Salvador AAML 23 31 0 21 Oct 2021
Guarding Machine Learning Hardware Against Physical Side-Channel Attacks Anuj Dubey Rosario Cammarota Vikram B. Suresh Aydin Aysu AAML 33 31 0 01 Sep 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence Emna Baccour N. Mhaisen A. Abdellatif A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 30 87 0 04 May 2021
A Review of Confidentiality Threats Against Embedded Neural Network Models Raphael Joud Pierre-Alain Moëllic Rémi Bernhard J. Rigaud 28 6 0 04 May 2021
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead Mohamed Bennai Mahum Naseer T. Theocharides C. Kyrkou O. Mutlu Lois Orosa Jungwook Choi OOD 81 100 0 04 Jan 2021
Power Side-Channel Attacks on BNN Accelerators in Remote FPGAs Shayan Moini Shanquan Tian Jakub Szefer Daniel E. Holcomb R. Tessier 21 39 0 15 Nov 2020
Artificial Neural Networks and Fault Injection Attacks Shahin Tajik F. Ganji SILM 13 10 0 17 Aug 2020
Privacy-preserving Voice Analysis via Disentangled Representations Ranya Aloufi Hamed Haddadi David E. Boyle DRL 28 58 0 29 Jul 2020
Hermes Attack: Steal DNN Models with Lossless Inference Accuracy Yuankun Zhu Yueqiang Cheng Husheng Zhou Yantao Lu MIACV AAML 39 99 0 23 Jun 2020
De-Anonymizing Text by Fingerprinting Language Generation Zhen Sun R. Schuster Vitaly Shmatikov 29 6 0 17 Jun 2020
BoMaNet: Boolean Masking of an Entire Neural Network Anuj Dubey Rosario Cammarota Aydin Aysu AAML 25 45 0 16 Jun 2020
On Functional Test Generation for Deep Neural Network IPs Bo Luo Yu LI Lingxiao Wei Qiang Xu AAML 16 13 0 23 Nov 2019
Membership Privacy for Machine Learning Models Through Knowledge Transfer Virat Shejwalkar Amir Houmansadr 22 10 0 15 Jun 2019
Neural Network Model Extraction Attacks in Edge Devices by Hearing Architectural Hints Xing Hu Ling Liang Lei Deng Shuangchen Li Xinfeng Xie Yu Ji Yufei Ding Chang Liu T. Sherwood Yuan Xie AAML MLAU 23 36 0 10 Mar 2019
Stealing Neural Networks via Timing Side Channels Vasisht Duddu D. Samanta D. V. Rao V. Balas AAML MLAU FedML 33 133 0 31 Dec 2018
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning Milad Nasr Reza Shokri Amir Houmansadr FedML MIACV AAML 13 244 0 03 Dec 2018
Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks Sanghyun Hong Michael Davinroy Yigitcan Kaya S. Locke Ian Rackow Kevin Kulda Dana Dachman-Soled Tudor Dumitras MIACV 25 90 0 08 Oct 2018