Learning and Certification under Instance-targeted Poisoning

v1v2 (latest)

Learning and Certification under Instance-targeted Poisoning

18 May 2021

Mohammad Mahmoody

ArXiv (abs)PDF HTML

Papers citing "Learning and Certification under Instance-targeted Poisoning"

8 / 8 papers shown

Title
Certified Robustness to Clean-Label Poisoning Using Diffusion Denoising Sanghyun Hong Nicholas Carlini Alexey Kurakin DiffM 83 4 0 18 Mar 2024
Run-Off Election: Improved Provable Defense against Data Poisoning Attacks Keivan Rezaei Kiarash Banihashem Atoosa Malemir Chegini Soheil Feizi AAML 87 18 0 05 Feb 2023
On Optimal Learning Under Targeted Data Poisoning Steve Hanneke Amin Karbasi Mohammad Mahmoody Idan Mehalel Shay Moran AAML FedML 54 8 0 06 Oct 2022
Lethal Dose Conjecture on Data Poisoning Wenxiao Wang Alexander Levine Soheil Feizi FedML 43 15 0 05 Aug 2022
Robustly-reliable learners under poisoning attacks Maria-Florina Balcan Avrim Blum Steve Hanneke Dravyansh Sharma AAML OOD 64 16 0 08 Mar 2022
Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation Wenxiao Wang Alexander Levine Soheil Feizi AAML 85 60 0 05 Feb 2022
Can Adversarial Training Be Manipulated By Non-Robust Features? Lue Tao Lei Feng Hongxin Wei Jinfeng Yi Sheng-Jun Huang Songcan Chen AAML 246 17 0 31 Jan 2022
Accumulative Poisoning Attacks on Real-time Data Tianyu Pang Xiao Yang Yinpeng Dong Hang Su Jun Zhu 72 20 0 18 Jun 2021

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.