Learning and Certification under Instance-targeted Poisoning

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Learning and Certification under Instance-targeted Poisoning

18 May 2021

Mohammad Mahmoody

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

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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