conftrace_

adversarial attack

1621 papers

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Also known as

AA

Co-occurring keywords

adversarial robustness (1341) adversarial example (564) black-box attack (237) large language model (13587) neural network (6616) adversarial learning (1595) adversarial defense (325) model robustness (480) adversarial training (1262) adversarial perturbation (384)

Papers

SPIRIT: Patching Speech Language Models against Jailbreak Attacks EMNLP 2025
Corpus Poisoning via Approximate Greedy Gradient Descent ACL 2025
Jailbreak Large Vision-Language Models Through Multi-Modal Linkage ACL 2025
Transferable Adversarial Face Attack with Text Controlled Attribute AAAI 2025
A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion AAAI 2025
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025
Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game CVPR 2025
Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt Generation for Enhanced LLM Content Moderation EMNLP 2025
Enhancing Facial Privacy Protection via Weakening Diffusion Purification CVPR 2025
Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization ACL 2025
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025
I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models CVPR 2025
Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification EMNLP 2025
Boosting Adversarial Transferability via Negative Hessian Trace Regularization ICCV 2025
Evading Toxicity Detection with ASCII-art: A Benchmark of Spatial Attacks on Moderation Systems ACL 2025
Query-efficient Attack for Black-box Image Inpainting Forensics via Reinforcement Learning AAAI 2025
Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions EMNLP 2025
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors AAAI 2025
RedHerring Attack: Testing the Reliability of Attack Detection EMNLP 2025
REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLMs IJCAI 2025
Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt. Generation for Enhanced LLM Content Moderation ACL 2025
Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition IJCAI 2025
AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models AAAI 2025
RedHit: Adaptive Red-Teaming of Large Language Models via Search, Reasoning, and Preference Optimization ACL 2025
Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025