conftrace_

poisoning attack

98 papers

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Co-occurring keywords

backdoor attack (385) adversarial attack (1621) adversarial learning (1595) federated learning (1333) data poisoning (128) adversarial defense (325) adversarial robustness (1341) model poisoning (49) graph neural network (3962) model security (118)

Papers

Model-Targeted Poisoning Attacks with Provable Convergence ICML 2021
Excess Capacity and Backdoor Poisoning NIPS 2021
A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks NIPS 2021
Manipulating SGD with Data Ordering Attacks NIPS 2021
Defending SVMs against poisoning attacks: the hardness and DBSCAN approach UAI 2021
Learning and certification under instance-targeted poisoning UAI 2021
Adversarial Examples Make Strong Poisons NIPS 2021
Attacks against Ranking Algorithms with Text Embeddings: A Case Study on Recruitment Algorithms EMNLP 2021
Robust learning under clean-label attack COLT 2021
Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning IJCAI 2021
Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks JMLR 2021
Accumulative Poisoning Attacks on Real-time Data NIPS 2021
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks AAAI 2021
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder EMNLP 2020
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks ICML 2020
Can Adversarially Robust Learning LeverageComputational Hardness? ALT 2019
Policy Poisoning in Batch Reinforcement Learning and Control NIPS 2019
Adversarial Attacks on Neural Networks for Graph Data IJCAI 2019
Universal Multi-Party Poisoning Attacks ICML 2019
The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure AAAI 2019
Learning under $p$-Tampering Attacks ALT 2018
The Security of Latent Dirichlet Allocation AISTATS 2015
Security Analysis of Online Centroid Anomaly Detection JMLR 2012