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adversarial defense

356 papers

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Co-occurring keywords · papers mentioning both

adversarial attack (104) adversarial robustness (65) backdoor attack (39) adversarial training (36) adversarial example (28) large language model (28) adversarial learning (28) text classification (26) model robustness (24) neural network (23)

Papers

Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks AAAI 2025 Adversarial Purification via Super-Resolution and Diffusion ICCV 2025 AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption ICLR 2025 AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025 An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025 AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy WACV 2025 BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks ICLR 2025 Break the Breakout: Reinventing LM Defense Against Jailbreak Attacks with Self-Refine NAACL 2025 Certified Causal Defense with Generalizable Robustness AAAI 2025 Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models ACL 2025 CIARD: Cyclic Iterative Adversarial Robustness Distillation ICCV 2025 Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks AAAI 2025 Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems ICLR 2025 Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise EMNLP 2025 Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal CVPR 2025 Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy AAAI 2025 Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025 Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks ACL 2025 Detecting and Corrupting Convolution-based Unlearnable Examples AAAI 2025 DiffPAD: Denoising Diffusion-Based Adversarial Patch Decontamination WACV 2025 DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising ACL 2025 DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing ICLR 2025 Disentangled Information Bottleneck for Adversarial Text Defense EMNLP 2025 Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy ICCV 2025 Distraction is All You Need for Multimodal Large Language Model Jailbreaking CVPR 2025