Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks
Authors: Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion | Published: 2024-04-02 | Updated: 2024-10-07
Attack Method
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack
Authors: Ying Zhou, Ben He, Le Sun | Published: 2024-04-02
Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process
Authors: Vitaliy Pozdnyakov, Aleksandr Kovalenko, Ilya Makarov, Mikhail Drobyshevskiy, Kirill Lukyanov | Published: 2024-03-20 | Updated: 2024-06-07
Robustness bounds on the successful adversarial examples in probabilistic models: Implications from Gaussian processes
Authors: Hiroaki Maeshima, Akira Otsuka | Published: 2024-03-04 | Updated: 2025-03-19
AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
Authors: Jiacen Xu, Jack W. Stokes, Geoff McDonald, Xuesong Bai, David Marshall, Siyue Wang, Adith Swaminathan, Zhou Li | Published: 2024-03-02
Attacking Delay-based PUFs with Minimal Adversary Model
Authors: Hongming Fei, Owen Millwood, Prosanta Gope, Jack Miskelly, Biplab Sikdar | Published: 2024-03-01
Coercing LLMs to do and reveal (almost) anything
Authors: Jonas Geiping, Alex Stein, Manli Shu, Khalid Saifullah, Yuxin Wen, Tom Goldstein | Published: 2024-02-21
The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative
Authors: Zhen Tan, Chengshuai Zhao, Raha Moraffah, Yifan Li, Yu Kong, Tianlong Chen, Huan Liu | Published: 2024-02-20 | Updated: 2024-06-03
IT Intrusion Detection Using Statistical Learning and Testbed Measurements
Authors: Xiaoxuan Wang, Rolf Stadler | Published: 2024-02-20
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
Authors: Shuai Zhao, Leilei Gan, Luu Anh Tuan, Jie Fu, Lingjuan Lyu, Meihuizi Jia, Jinming Wen | Published: 2024-02-19 | Updated: 2024-03-29