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data poisoning

128 papers

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Also known as

DPCL

Co-occurring keywords

backdoor attack (377) adversarial attack (1599) adversarial learning (1592) poisoning attack (97) adversarial defense (324) adversarial robustness (1335) adversarial training (1261) model security (118) backdoor defense (54) large language model (12755)

Papers

Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning IJCAI 2021
CLEAR: Clean-Up Sample-Targeted Backdoor in Neural Networks ICCV 2021
DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation AAAI 2021
Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks AAAI 2021
Manipulating SGD with Data Ordering Attacks NIPS 2021
Accumulative Poisoning Attacks on Real-time Data NIPS 2021
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning NIPS 2021
Excess Capacity and Backdoor Poisoning NIPS 2021
Exacerbating Algorithmic Bias through Fairness Attacks AAAI 2021
Adversarial Examples Make Strong Poisons NIPS 2021
Radioactive data: tracing through training ICML 2020
MetaPoison: Practical General-purpose Clean-label Data Poisoning NIPS 2020
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training ICML 2020
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing ICML 2020
Auditing Differentially Private Machine Learning: How Private is Private SGD? NIPS 2020
Clean-Label Backdoor Attacks on Video Recognition Models CVPR 2020
Online Data Poisoning Attacks L4DC 2020
Data Poisoning against Differentially-Private Learners: Attacks and Defenses IJCAI 2019
Universal Multi-Party Poisoning Attacks ICML 2019
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning NIPS 2019
Attacking Data Transforming Learners at Training Time AAAI 2019
Data Poisoning Attacks on Stochastic Bandits ICML 2019
Data Poisoning Attack against Knowledge Graph Embedding IJCAI 2019
Spectral Signatures in Backdoor Attacks NIPS 2018
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks NIPS 2018