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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients IJCAI 2022
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks NIPS 2022
Blackbox Attacks via Surrogate Ensemble Search NIPS 2022
Defending Against Adversarial Attacks via Neural Dynamic System NIPS 2022
Natural Color Fool: Towards Boosting Black-box Unrestricted Attacks NIPS 2022
Formulating Robustness Against Unforeseen Attacks NIPS 2022
Adversarial training for high-stakes reliability NIPS 2022
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning NIPS 2022
Are AlphaZero-like Agents Robust to Adversarial Perturbations? NIPS 2022
Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction NAACL 2022
Imperceptible Backdoor Attack: From Input Space to Feature Representation IJCAI 2022
Adversarial Texture for Fooling Person Detectors in the Physical World CVPR 2022
Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees CVPR 2022
Style Agnostic 3D Reconstruction via Adversarial Style Transfer WACV 2022
NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models CVPR 2022
Adversarial Robustness Guarantees for Gaussian Processes JMLR 2022
Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds AAAI 2022
Particle-based Adversarial Local Distribution Regularization AISTATS 2022
Online Evasion Attacks on Recurrent Models:The Power of Hallucinating the Future IJCAI 2022
Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022
Modeling Adversarial Noise for Adversarial Training ICML 2022
Robust Optimal Classification Trees against Adversarial Examples AAAI 2022
CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets AAAI 2022