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awesome-data-poisoning-and-backdoor-attacks

A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
https://github.com/penghui-yang/awesome-data-poisoning-and-backdoor-attacks

Last synced: 5 days ago
JSON representation

2020
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- [paper - Hong/Gradient-Shaping)]
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- [paper - poisoned-classifier)]
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- [paper - Litmus-Patterns)]
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- [paper - aware-backdoor-attack-release)]
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- [paper - Trigger-Backdoor-Attacks)]
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2018
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2024
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- [paper - TUDa/crowdguard)]
- [paper - wenlong/LMSanitator)]
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- [paper - Spikes)]
- [paper - secure/TextGuard)]
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- [paper - BD)]
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- [paper - group/DPoE)]
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- [paper - prompt-injection)]
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- [paper - merge-backdoor)]
Benchmark
- [paper - benchmark)]
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Surveys
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2023
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- [paper - security)]
- [paper - partition)]
- [paper - jia-group/ASSET)]
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- [paper - adv-training)]
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- [paper - ML-Research/TrojText)]
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- [paper - Backdoor-Defenses)]
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- [paper - backdoor)]
- [paper - UP)]
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- [paper - Chen/SEP)]
- [paper - jia-group/Universal_Pert_Cert)]
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- [paper - System-Software-and-Security/UNICORN)]
- [paper - Instruction-Tuned-Models)]
- [paper - durable-backdoor)]
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- [paper - group/Memorization-Discrepancy)]
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- [paper - Off-Election)]
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- [paper - EPFL/robust-collaborative-learning)]
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- [paper - CS-UCLA/RoCLIP)]
- [paper - MindSpore)]
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- [paper - di/camouflage-poisoning)]
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- [paper - research/iba)]
- [paper - HKUST/stable_backdoor_purification)]
- [paper - xi/PLM-prompt-defense)]
- [paper - disl/Lockdown)]
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- [paper - secure/FedGame)]
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- [paper - based-Unlearnability)]
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- [paper - Clusters)]
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- [paper - CSL/TIJO)]
- [paper - Han/FEDCPA)]
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- [paper - Zhu/VaB)]
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- [paper - the-Artist)]
- [paper - adversarial_backdoor)]
- [paper - System-Software-and-Security/Notable)]
- [paper - metrics_against_backdoors_in_FL)]
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- [paper - sp23)]
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- [paper - USC/BITE)]
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- [paper - defence)]
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- [paper - nlp/corpus-poisoning)]
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- [paper - jia-group/Meta-Sift)]
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- [paper - risk-KG-reasoning)]
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2022
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- [paper - Backdoor)]
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- [paper - unlearnable-examples)]
- [paper - BAU)]
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- [paper - Agent)]
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- [paper - unlearning)]
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2021
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- [paper - gradient-matching)]
- [paper - Examples)]
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- [paper - backdoor)]
- [paper - jia/BaggingCertifyDataPoisoning)]
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2019
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2017
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- [paper - release)]
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2016
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2015
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Programming Languages

Jupyter Notebook 1

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2023 145 2020 78 2024 77 2018 25 2019 15 2021 15 2022 14 2017 5 Benchmark 2 Surveys 2 2015 2 2016 1

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