← Learning Types
Deep Learning › Learning Types ›

Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning NIPS 2024
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NIPS 2024
Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024
Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning NIPS 2024
Few-Shot Adversarial Prompt Learning on Vision-Language Models NIPS 2024
Constrained Diffusion Models via Dual Training NIPS 2024
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024
High-dimensional (Group) Adversarial Training in Linear Regression NIPS 2024
Breaking Semantic Artifacts for Generalized AI-generated Image Detection NIPS 2024
Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models AAAI 2024
Game-Theoretic Unlearnable Example Generator AAAI 2024
From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space AAAI 2024
Invisible Backdoor Attack against 3D Point Cloud Classifier in Graph Spectral Domain AAAI 2024
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024
Wide Two-Layer Networks can Learn from Adversarial Perturbations NIPS 2024
Provable Robustness against a Union of L_0 Adversarial Attacks AAAI 2024
Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning AAAI 2024
LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer AAAI 2024
Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024
Boosting Adversarial Transferability by Block Shuffle and Rotation CVPR 2024
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods AAAI 2024
TraceEvader: Making DeepFakes More Untraceable via Evading the Forgery Model Attribution AAAI 2024
Conditional Backdoor Attack via JPEG Compression AAAI 2024
SAME: Sample Reconstruction against Model Extraction Attacks AAAI 2024
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection CVPR 2024