Poisoning Attacks and Defenses on Artificial Intelligence: A Survey

Poisoning Attacks and Defenses on Artificial Intelligence: A Survey

21 February 2022

Ernesto Damiani

Papers citing "Poisoning Attacks and Defenses on Artificial Intelligence: A Survey"

15 / 15 papers shown

Title
GreenFactory: Ensembling Zero-Cost Proxies to Estimate Performance of Neural Networks Gabriel Cortes Nuno Lourenço Paolo Romano Penousal Machado UQCV FedML 32 0 0 14 May 2025
$$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks$ $\textit{Agents Under Siege}$ : Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks Rana Muhammad Shahroz Khan Zhen Tan Sukwon Yun Charles Flemming Tianlong Chen AAML LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 96 3 0 31 Mar 2025
Data Poisoning in Deep Learning: A Survey Pinlong Zhao Weiyao Zhu Pengfei Jiao Di Gao Ou Wu AAML 39 0 0 27 Mar 2025
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS Gabriel Cortes Nuno Lourenço Penousal Machado 66 1 0 22 Nov 2024
Poser: Unmasking Alignment Faking LLMs by Manipulating Their Internals Joshua Clymer Caden Juang Severin Field CVBM 32 1 0 08 May 2024
A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models Aysan Esmradi Daniel Wankit Yip C. Chan AAML 32 11 0 18 Dec 2023
A Red Teaming Framework for Securing AI in Maritime Autonomous Systems Mathew J. Walter Aaron Barrett Kimberly Tam 22 5 0 08 Dec 2023
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems Guangjing Wang Ce Zhou Yuanda Wang Bocheng Chen Hanqing Guo Qiben Yan AAML SILM 60 3 0 20 Nov 2023
Hiding Backdoors within Event Sequence Data via Poisoning Attacks Elizaveta Kovtun A. Ermilova Dmitry Berestnev Alexey Zaytsev SILM AAML 22 1 0 20 Aug 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He-Nan Wang Jianxin Sun M. Wang Richang Hong 37 18 0 16 May 2023
Mole Recruitment: Poisoning of Image Classifiers via Selective Batch Sampling Ethan Wisdom Tejas Gokhale Chaowei Xiao Yezhou Yang 18 0 0 30 Mar 2023
New data poison attacks on machine learning classifiers for mobile exfiltration M. A. Ramírez Sangyoung Yoon Ernesto Damiani H. A. Hamadi C. Ardagna Nicola Bena Young-Ji Byon Tae-Yeon Kim C. Cho C. Yeun AAML 17 4 0 20 Oct 2022
Survey: Leakage and Privacy at Inference Time Marija Jegorova Chaitanya Kaul Charlie Mayor Alison Q. OÑeil Alexander Weir Roderick Murray-Smith Sotirios A. Tsaftaris PILM MIACV 17 71 0 04 Jul 2021
DeepPoison: Feature Transfer Based Stealthy Poisoning Attack Jinyin Chen Longyuan Zhang Haibin Zheng Xueke Wang Zhaoyan Ming AAML 27 19 0 06 Jan 2021
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 179 1,032 0 29 Nov 2018