Adversarial Learning

Food Knowledge Representation Learning with Adversarial Substitution AACL 2022 Formulating Robustness Against Unforeseen Attacks NeurIPS 2022 FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022 Frequency-Driven Imperceptible Adversarial Attack on Semantic Similarity CVPR 2022 Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack NeurIPS 2022 FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness EMNLP 2022 Game Design for Better Security of Combination Locks AAAI 2022 GDA-AM: ON THE EFFECTIVENESS OF SOLVING MIN-IMAX OPTIMIZATION VIA ANDERSON MIXING ICLR 2022 GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data AAAI 2022 Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022 Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022 Generating gender-ambiguous voices for privacy-preserving speech recognition Interspeech 2022 Generating Textual Adversaries with Minimal Perturbation EMNLP 2022 Generative Adversarial Attack on Ensemble Clustering WACV 2022 Generative Trees: Adversarial and Copycat ICML 2022 Geometrically Adaptive Dictionary Attack on Face Recognition WACV 2022 Geometry-Inspired Top-K Adversarial Perturbations WACV 2022 Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness CVPR 2022 Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022 Gradient Methods Provably Converge to Non-Robust Networks NeurIPS 2022 Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? AACL 2022 Greedy when Sure and Conservative when Uncertain about the Opponents ICML 2022 GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing ICML 2022 GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection SemEval 2022 Hardness of Learning a Single Neuron with Adversarial Label Noise AISTATS 2022