Sparse and Transferable Universal Singular Vectors Attack
Authors: Kseniia Kuvshinova, Olga Tsymboi, Ivan Oseledets | Published: 2024-01-25
Adversarial Attack Detection
A Method for Network Intrusion Detection Using Flow Sequence and BERT Framework
Authors: Loc Gia Nguyen, Kohei Watabe | Published: 2023-10-26
Poison is Not Traceless: Fully-Agnostic Detection of Poisoning Attacks
Authors: Xinglong Chang, Katharina Dost, Gillian Dobbie, Jörg Wicker | Published: 2023-10-24
On the Detection of Image-Scaling Attacks in Machine Learning
Authors: Erwin Quiring, Andreas Müller, Konrad Rieck | Published: 2023-10-23
Group-based Robustness: A General Framework for Customized Robustness in the Real World
Authors: Weiran Lin, Keane Lucas, Neo Eyal, Lujo Bauer, Michael K. Reiter, Mahmood Sharif | Published: 2023-06-29 | Updated: 2024-03-10
On the Exploitability of Instruction Tuning
Authors: Manli Shu, Jiongxiao Wang, Chen Zhu, Jonas Geiping, Chaowei Xiao, Tom Goldstein | Published: 2023-06-28 | Updated: 2023-10-28
Robust Transferable Feature Extractors: Learning to Defend Pre-Trained Networks Against White Box Adversaries
Authors: Alexander Cann, Ian Colbert, Ihab Amer | Published: 2022-09-14
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game
Authors: Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang | Published: 2022-09-13
Defend Data Poisoning Attacks on Voice Authentication
Authors: Ke Li, Cameron Baird, Dan Lin | Published: 2022-09-09 | Updated: 2023-07-07
SAGE: Software-based Attestation for GPU Execution
Authors: Andrei Ivanov, Benjamin Rothenberger, Arnaud Dethise, Marco Canini, Torsten Hoefler, Adrian Perrig | Published: 2022-09-07