Robustly-reliable learners under poisoning attacks

8 March 2022

Papers citing "Robustly-reliable learners under poisoning attacks"

10 / 10 papers shown

Title
On the Computability of Robust PAC Learning Pascale Gourdeau Tosca Lechner Ruth Urner 115 3 0 14 Jun 2024
Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors Yiwei Lu Matthew Y.R. Yang Gautam Kamath Yaoliang Yu AAML SILM 129 8 0 20 Feb 2024
On the Vulnerability of Fairness Constrained Learning to Malicious Noise Avrim Blum Princewill Okoroafor Aadirupa Saha Kevin Stangl 74 2 0 21 Jul 2023
Adversarial Resilience in Sequential Prediction via Abstention Surbhi Goel Steve Hanneke Shay Moran Abhishek Shetty 76 5 0 22 Jun 2023
Stratified Adversarial Robustness with Rejection Jiefeng Chen Jayaram Raghuram Jihye Choi Xi Wu Yingyu Liang S. Jha 52 2 0 02 May 2023
Reliable learning in challenging environments Maria-Florina Balcan Steve Hanneke Rattana Pukdee Dravyansh Sharma OOD 80 6 0 06 Apr 2023
Exploring the Limits of Model-Targeted Indiscriminate Data Poisoning Attacks Yiwei Lu Gautam Kamath Yaoliang Yu AAML 83 19 0 07 Mar 2023
Run-Off Election: Improved Provable Defense against Data Poisoning Attacks Keivan Rezaei Kiarash Banihashem Atoosa Malemir Chegini Soheil Feizi AAML 89 18 0 05 Feb 2023
On Optimal Learning Under Targeted Data Poisoning Steve Hanneke Amin Karbasi Mohammad Mahmoody Idan Mehalel Shay Moran AAML FedML 61 8 0 06 Oct 2022
Lethal Dose Conjecture on Data Poisoning Wenxiao Wang Alexander Levine Soheil Feizi FedML 43 15 0 05 Aug 2022