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Adversarial Learning

2063 directly classified papers

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Papers

Vulnerabilities of Large Language Models to Adversarial Attacks ACL 2024
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NIPS 2024
Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks AAAI 2024
Boosting the Transferability of Adversarial Examples with Gradient-Aligned Ensemble Attack for Speaker Recognition INTERSPEECH 2024
DRF: Improving Certified Robustness via Distributional Robustness Framework AAAI 2024
A Joint Noise Disentanglement and Adversarial Training Framework for Robust Speaker Verification INTERSPEECH 2024
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks NIPS 2024
Improving Alignment and Robustness with Circuit Breakers NIPS 2024
Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models ACL 2024
On the Convergence of an Adaptive Momentum Method for Adversarial Attacks AAAI 2024
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024
A Closer Look at Curriculum Adversarial Training: From an Online Perspective AAAI 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models NIPS 2024
Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context AAAI 2024
WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service Copyright Protection ACL 2024
A Simple and Yet Fairly Effective Defense for Graph Neural Networks AAAI 2024
Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images NIPS 2024
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks AAAI 2024
Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective AAAI 2024
Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise AAAI 2024
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs ACL 2024
Causally Aware Generative Adversarial Networks for Light Pollution Control AAAI 2024
Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues ACL 2024
Coarse-to-Fine Generative Model for Oracle Bone Inscriptions Inpainting ACL 2024
Adversarial Backdoor Attack by Naturalistic Data Poisoning on Trajectory Prediction in Autonomous Driving CVPR 2024