conftrace_

adversarial defense

325 papers

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Co-occurring keywords

adversarial attack (1621) adversarial robustness (1341) backdoor attack (385) adversarial training (1262) large language model (13587) adversarial learning (1595) text classification (6793) model robustness (480) adversarial example (564) neural network (6616)

Papers

MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks AAAI 2026

Consensus Learning with Multi-Party Perturbation Triggers for Secure Model Access 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

Certified L2-Norm Robustness of 3D Point Cloud Recognition in the Frequency Domain AAAI 2026

ResNet-GA: Evolutionary Deep Learning Models for Adversarial Defense (Student Abstract) AAAI 2026

Unraveling LLM Jailbreaks Through Safety Knowledge Neurons EACL 2026

Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification AAAI 2026

Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint) AAAI 2026

Disentangling Adversarial Prompts: A Semantic-Graph Defense for Robust LLM Security AAAI 2026

Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand AAAI 2026

Activation Decomposition and Steering for LLM Backdoor Remediation ACL 2026

Multimodal Robust Prompt Distillation for 3D Point Cloud Models AAAI 2026

EigenShield: Inference-Time, Model-Agnostic Jailbreaking Defense via Causal Subspace Filtering AAAI 2026

SAFER-AiD: Saccade-Assisted Foveal-peripheral vision Enhanced Reconstruction for Adversarial Defense WACV 2026

Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships WACV 2026

Toward Safe and Human-Aligned Game Conversational Recommendation via Multi-Agent Decomposition EACL 2026

SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs AAAI 2026

Matrix-Free Two-to-Infinity and One-to-Two Norms Estimation AAAI 2026

ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches ICCV 2025

SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025

When and Where do Data Poisons Attack Textual Inversion? ICCV 2025

Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025

An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025

SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025