Adversarial Learning

From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space AAAI 2024 From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models NeurIPS 2024 Game-Theoretic Unlearnable Example Generator AAAI 2024 Generating Universal Adversarial Perturbations for Quantum Classifiers AAAI 2024 Generative Adversarial Model-Based Optimization via Source Critic Regularization NeurIPS 2024 GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models NeurIPS 2024 GRIT: GAN Residuals for Paired Image-to-Image Translation WACV 2024 GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats NeurIPS 2024 GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NeurIPS 2024 Harnessing Edge Information for Improved Robustness in Vision Transformers AAAI 2024 Hierarchical Adversarial Correction to Mitigate Identity Term Bias in Toxicity Detection ACL 2024 High-dimensional (Group) Adversarial Training in Linear Regression NeurIPS 2024 High-Fidelity Gradient Inversion in Distributed Learning AAAI 2024 Hybrid Sample Synthesis-Based Debiasing of Classifier in Limited Data Setting WACV 2024 Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias AISTATS 2024 IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method EMNLP 2024 Improving Adversarial Robustness via Feature Pattern Consistency Constraint IJCAI 2024 Improving Alignment and Robustness with Circuit Breakers NeurIPS 2024 Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective NeurIPS 2024 Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection AAAI 2024 Improving the Fairness of the Min-Max Game in GANs Training WACV 2024 Improving Word Sense Induction through Adversarial Forgetting of Morphosyntactic Information NAACL 2024 Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models CVPR 2024 Invisible Backdoor Attack against 3D Point Cloud Classifier in Graph Spectral Domain AAAI 2024 Jailbreaking LLMs with Arabic Transliteration and Arabizi EMNLP 2024