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Adversarial Learning

1,292 papers

Papers per year

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Papers

Rethinking Backdoor Attacks ICML 2023
Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions ICML 2023
Reconstructive Neuron Pruning for Backdoor Defense ICML 2023
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples ICML 2023
Understanding and Defending Patched-based Adversarial Attacks for Vision Transformer ICML 2023
Robust Perception through Equivariance ICML 2023
Run-off Election: Improved Provable Defense against Data Poisoning Attacks ICML 2023
Raising the Cost of Malicious AI-Powered Image Editing ICML 2023
Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems ICML 2023
Understanding Backdoor Attacks through the Adaptability Hypothesis ICML 2023
Probabilistic Categorical Adversarial Attack and Adversarial Training ICML 2023
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples ICML 2023
Improving Adversarial Robustness of Deep Equilibrium Models with Explicit Regulations Along the Neural Dynamics ICML 2023
Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score ICML 2023
Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration ICML 2023
Phase-aware Adversarial Defense for Improving Adversarial Robustness ICML 2023
Explicit Intensity Control for Accented Text-to-speech INTERSPEECH 2023
SlothSpeech: Denial-of-service Attack Against Speech Recognition Models INTERSPEECH 2023
Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification INTERSPEECH 2023
Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion INTERSPEECH 2023
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions JMLR 2023
An Analysis of Robustness of Non-Lipschitz Networks JMLR 2023
Evaluating Adversarial Robustness of Low dose CT Recovery MIDL 2023
Analysis of Master Vein Attacks on Finger Vein Recognition Systems WACV 2023
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks NIPS 2022