adversarial defense

Activation Decomposition and Steering for LLM Backdoor Remediation ACL 2026 All Vehicles Can Lie: Efficient Adversarial Defense in Fully Untrusted-Vehicle Collaborative Perception via Pseudo-Random Bayesian Inference CVPR 2026 Anti-I2V: Safeguarding your Photos from Malicious Image-to-video Generation CVPR 2026 Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint) AAAI 2026 Certified L2-Norm Robustness of 3D Point Cloud Recognition in the Frequency Domain AAAI 2026 Consensus Learning with Multi-Party Perturbation Triggers for Secure Model Access AAAI 2026 Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification AAAI 2026 Disentangling Adversarial Prompts: A Semantic-Graph Defense for Robust LLM Security AAAI 2026 DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing AAAI 2026 Dynamic Deep Prompt Optimization for Defending Against Jailbreak Attacks on LLMs AAAI 2026 EigenShield: Inference-Time, Model-Agnostic Jailbreaking Defense via Causal Subspace Filtering AAAI 2026 Matrix-Free Two-to-Infinity and One-to-Two Norms Estimation AAAI 2026 MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks AAAI 2026 Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships WACV 2026 Multimodal Robust Prompt Distillation for 3D Point Cloud Models AAAI 2026 RemedyGS: Defend 3D Gaussian Splatting Against Computation Cost Attacks CVPR 2026 ResNet-GA: Evolutionary Deep Learning Models for Adversarial Defense (Student Abstract) AAAI 2026 Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand AAAI 2026 SAFER-AiD: Saccade-Assisted Foveal-peripheral vision Enhanced Reconstruction for Adversarial Defense WACV 2026 SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs AAAI 2026 Toward Safe and Human-Aligned Game Conversational Recommendation via Multi-Agent Decomposition EACL 2026 Unraveling LLM Jailbreaks Through Safety Knowledge Neurons EACL 2026 Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation WACV 2025 AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender EMNLP 2025 Adversarial Attacks Against Automated Fact-Checking: A Survey EMNLP 2025