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

No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation MIDL 2026
TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems ACL 2026
DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ACL 2026
Inhibitory Attacks on Backdoor-based Fingerprinting for Large Language Models ACL 2026
Enhancing the Transferability of Jailbreak Attacks on Large Language Models via Exploiting Reparameterization Invariance ACL 2026
GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models ACL 2026
ReportLogic: Evaluating Logical Quality in Deep Research Reports ACL 2026
PARASITE: Conditional System Prompt Poisoning to Hijack LLMs ACL 2026
XOXO: Stealthy Cross-Origin Context Poisoning Attacks against AI Coding Assistants ACL 2026
Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning ACL 2026
Robust Membership Inference for Large Language Models under Adversarial Generative Corruption ACL 2026
Projecting Out the Malice: A Global Subspace Approach to LLM Detoxification ACL 2026
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks ACL 2026
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs ACL 2026
PIArena: A Platform for Prompt Injection Evaluation ACL 2026
On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference ACL 2026
Beyond Explicit Refusals: Soft-Failure Attacks on Retrieval-Augmented Generation ACL 2026
SoundBreak: A Systematic Study of Audio-Only Adversarial Attacks on Trimodal Models ACL 2026
Seeing No Evil: Blinding Large Vision-Language Models to Safety Instructions via Adversarial Attention Hijacking ACL 2026
In-Context Representation Hijacking ACL 2026
Open Schrödinger’s Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services ACL 2026
Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS ACL 2026
BAFLE-DCT: Bypassing Adversarial Filters via Frequency-Selective Embedding in the DCT Domain WACV 2026
Detection of Adversarial Prompts with Model Predictive Entropy EACL 2026
Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026