Stealthy Backdoors as Compression Artifacts

Stealthy Backdoors as Compression Artifacts

IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2021

30 April 2021

Fengyuan Xu

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Papers citing "Stealthy Backdoors as Compression Artifacts"

14 / 14 papers shown

Title
HAMLOCK: HArdware-Model LOgically Combined attacK Sanskar Amgain Daniel Lobo Atri Chatterjee Swarup Bhunia Fnu Suya 121 0 0 22 Oct 2025
Rounding-Guided Backdoor Injection in Deep Learning Model Quantization Xiangxiang Chen Peixin Zhang Jun Sun Wenhai Wang Jingyi Wang AAML 98 0 0 05 Oct 2025
Surveying the Operational Cybersecurity and Supply Chain Threat Landscape when Developing and Deploying AI Systems Michael R. Smith J. Ingram 80 0 0 27 Aug 2025
You Never Know: Quantization Induces Inconsistent Biases in Vision-Language Foundation Models Eric Slyman Anirudh Kanneganti Sanghyun Hong Stefan Lee VLM MQ 236 1 0 26 Oct 2024
A Practical Trigger-Free Backdoor Attack on Neural Networks Jiahao Wang Xianglong Zhang Xiuzhen Cheng Pengfei Hu Guoming Zhang AAML 171 1 0 21 Aug 2024
Exploiting LLM Quantization Kazuki Egashira Mark Vero Robin Staab Jingxuan He Martin Vechev MQ 166 43 0 28 May 2024
Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks Boheng Li Yishuo Cai Haowei Li Feng Xue Zhifeng Li Yiming Li MQ AAML 247 27 0 21 May 2024
WPDA: Frequency-based Backdoor Attack with Wavelet Packet DecompositionNeural Networks (NN), 2024 Zhengyao Song Yongqiang Li Danni Yuan Li Liu Shaokui Wei Baoyuan Wu AAML 265 4 0 24 Jan 2024
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 433 32 0 19 Feb 2023
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge ComputingIEEE Conference on Computer Communications (INFOCOM), 2022 Tian Dong Ziyuan Zhang Han Qiu Tianwei Zhang Hewu Li T. Wang AAML 254 9 0 22 Dec 2022
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNNEuropean Conference on Computer Vision (ECCV), 2022 Huy Phan Cong Shi Yi Xie Tian-Di Zhang Zhuohang Li Tianming Zhao Jian-Dong Liu Yan Wang Ying-Cong Chen Bo Yuan AAML 200 8 0 22 Aug 2022
PublicCheck: Public Integrity Verification for Services of Run-time Deep ModelsIEEE Symposium on Security and Privacy (IEEE S&P), 2022 Shuo Wang Sharif Abuadbba Sidharth Agarwal Kristen Moore Ruoxi Sun Minhui Xue Surya Nepal S. Çamtepe S. Kanhere HILM 185 12 0 21 Mar 2022
NTD: Non-Transferability Enabled Backdoor Detection Yinshan Li Hua Ma Zhi-Li Zhang Yansong Gao A. Abuadbba Anmin Fu Yifeng Zheng S. Al-Sarawi Derek Abbott AAML 163 6 0 22 Nov 2021
Quantization Backdoors to Deep Learning Commercial Frameworks Hua Ma Huming Qiu Yansong Gao Zhi-Li Zhang A. Abuadbba Minhui Xue Anmin Fu Jiliang Zhang S. Al-Sarawi Derek Abbott MQ 401 28 0 20 Aug 2021