A Temporal-Pattern Backdoor Attack to Deep Reinforcement Learning

A Temporal-Pattern Backdoor Attack to Deep Reinforcement Learning

5 May 2022

Yinbo Yu

Papers citing "A Temporal-Pattern Backdoor Attack to Deep Reinforcement Learning"

10 / 10 papers shown

Title
Position: A taxonomy for reporting and describing AI security incidents L. Bieringer Kevin Paeth Andreas Wespi Kathrin Grosse Alexandre Alahi Kathrin Grosse 78 0 0 19 Dec 2024
Adversarial Inception for Bounded Backdoor Poisoning in Deep Reinforcement Learning Ethan Rathbun Christopher Amato Alina Oprea AAML 31 0 0 17 Oct 2024
Mitigating Deep Reinforcement Learning Backdoors in the Neural Activation Space Sanyam Vyas Chris Hicks V. Mavroudis AAML 34 0 0 21 Jul 2024
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents Ethan Rathbun Christopher Amato Alina Oprea OffRL AAML 43 3 0 30 May 2024
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents Wenkai Yang Xiaohan Bi Yankai Lin Sishuo Chen Jie Zhou Xu Sun LLMAG AAML 36 52 0 17 Feb 2024
Manipulating Trajectory Prediction with Backdoors Kaouther Messaoud Kathrin Grosse Mickaël Chen Matthieu Cord Patrick Pérez Alexandre Alahi AAML LLMSV 29 0 0 21 Dec 2023
Don't Watch Me: A Spatio-Temporal Trojan Attack on Deep-Reinforcement-Learning-Augment Autonomous Driving Yinbo Yu Jiajia Liu 13 1 0 22 Nov 2022
Backdoor Attacks on Multiagent Collaborative Systems Shuo Chen Yue Qiu Jie M. Zhang AAML 25 3 0 21 Nov 2022
BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets Chen Gong Zhou Yang Yunru Bai Junda He Jieke Shi ... Arunesh Sinha Bowen Xu Xinwen Hou David Lo Guoliang Fan AAML OffRL 16 7 0 07 Oct 2022
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning Lun Wang Zaynah Javed Xian Wu Wenbo Guo Xinyu Xing D. Song AAML 160 64 0 02 May 2021