SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement
Learning Agents

SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents

30 May 2024

Ethan Rathbun

Christopher Amato

Papers citing "SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents"

7 / 7 papers shown

Title
UNIDOOR: A Universal Framework for Action-Level Backdoor Attacks in Deep Reinforcement Learning Oubo Ma L. Du Yang Dai Chunyi Zhou Qingming Li Yuwen Pu Shouling Ji 41 0 0 28 Jan 2025
Adversarial Inception for Bounded Backdoor Poisoning in Deep Reinforcement Learning Ethan Rathbun Christopher Amato Alina Oprea AAML 26 0 0 17 Oct 2024
BadRL: Sparse Targeted Backdoor Attack Against Reinforcement Learning Jing Cui Yufei Han Yuzhe Ma Jianbin Jiao Junge Zhang AAML 16 12 0 19 Dec 2023
A Review of Safe Reinforcement Learning: Methods, Theory and Applications Shangding Gu Longyu Yang Yali Du Guang Chen Florian Walter Jun Wang Alois C. Knoll OffRL AI4TS 111 231 0 20 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 2022
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning Lun Wang Zaynah Javed Xian Wu Wenbo Guo Xinyu Xing D. Song AAML 86 64 0 02 May 2021
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 143 1,599 0 02 Feb 2020