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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Batchnorm Allows Unsupervised Radial Attacks NIPS 2023
Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability NIPS 2023
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning NIPS 2023
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples NIPS 2023
Improving Adversarial Transferability via Intermediate-level Perturbation Decay NIPS 2023
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models NIPS 2023
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization NIPS 2023
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning NIPS 2023
Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly NIPS 2023
BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking NIPS 2023
Exploring Geometry of Blind Spots in Vision models NIPS 2023
Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models NIPS 2023
Hierarchical Randomized Smoothing NIPS 2023
HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text NIPS 2023
Content-based Unrestricted Adversarial Attack NIPS 2023
Enhancing Adversarial Robustness via Score-Based Optimization NIPS 2023
Analysis of Master Vein Attacks on Finger Vein Recognition Systems WACV 2023
Word Level Robustness Enhancement: Fight Perturbation with Perturbation AAAI 2022
MINIMAL: Mining Models for Universal Adversarial Triggers AAAI 2022
Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving Gender Fairness in Image Search AAAI 2022
PARSE: An Efficient Search Method for Black-box Adversarial Text Attacks COLING 2022
Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks COLING 2022
Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification COLING 2022
ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022
Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks NAACL 2022