Deep-Dup: An Adversarial Weight Duplication Attack Framework to Crush
Deep Neural Network in Multi-Tenant FPGA

Deep-Dup: An Adversarial Weight Duplication Attack Framework to Crush Deep Neural Network in Multi-Tenant FPGA

5 November 2020

Adnan Siraj Rakin

Papers citing "Deep-Dup: An Adversarial Weight Duplication Attack Framework to Crush Deep Neural Network in Multi-Tenant FPGA"

12 / 12 papers shown

Title
Verification of Bit-Flip Attacks against Quantized Neural Networks Yedi Zhang Lei Huang Pengfei Gao Fu Song Jun Sun Jin Song Dong AAML 49 0 0 22 Feb 2025
Data Duplication: A Novel Multi-Purpose Attack Paradigm in Machine Unlearning Dayong Ye Tainqing Zhu J. Li Kun Gao B. Liu L. Zhang Wanlei Zhou Y. Zhang AAML MU 80 0 0 28 Jan 2025
Threshold Breaker: Can Counter-Based RowHammer Prevention Mechanisms Truly Safeguard DRAM? Ranyang Zhou Jacqueline T. Liu Sabbir Ahmed Nakul Kochar Adnan Siraj Rakin Shaahin Angizi 16 5 0 28 Nov 2023
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training Jianshuo Dong Han Qiu Yiming Li Tianwei Zhang Yuan-Fang Li Zeqi Lai Chao Zhang Shutao Xia AAML 28 13 0 12 Aug 2023
NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation Tong Zhou Yukui Luo Shaolei Ren Xiaolin Xu AAML 49 15 0 28 Apr 2023
Pentimento: Data Remanence in Cloud FPGAs Colin Drewes Olivia Weng Andres Meza Alric Althoff David Kohlbrenner Ryan Kastner D. Richmond 18 4 0 31 Mar 2023
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks Jialai Wang Ziyuan Zhang Meiqi Wang Han Qiu Tianwei Zhang Qi Li Zongpeng Li Tao Wei Chao Zhang AAML 22 20 0 27 Feb 2023
"Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice Giovanni Apruzzese Hyrum S. Anderson Savino Dambra D. Freeman Fabio Pierazzi Kevin A. Roundy AAML 31 75 0 29 Dec 2022
Logic and Reduction Operation based Hardware Trojans in Digital Design Mayukhmali Das Sounak Dutta S. Chatterjee 6 0 0 09 Sep 2022
NNReArch: A Tensor Program Scheduling Framework Against Neural Network Architecture Reverse Engineering Yukui Luo Shijin Duan Gongye Cheng Yunsi Fei Xiaolin Xu 9 8 0 22 Mar 2022
DeepStrike: Remotely-Guided Fault Injection Attacks on DNN Accelerator in Cloud-FPGA Yukui Luo Cheng Gongye Yunsi Fei Xiaolin Xu 6 34 0 20 May 2021
Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs Andrew Boutros Mathew Hall Nicolas Papernot Vaughn Betz 11 38 0 14 Dec 2020