… The following papers were recommended by the Semantic Scholar API SaFeR-Steer: Evolving Multi-Turn MLLMs via Synthetic Bootstrapping and Feedback Dynamics 2026 ContextualJailbreak: Evolutionary Red-Teaming via Simulated Conversational Priming 2026 Transient Turn Injection: Exposing Stateless Multi-… …
… To demonstrate its reconfigurability, we apply MASCing to two different safety objectives and observe consistent gains with negligible overhead across seven open-source MoE models. …
… The following papers were recommended by the Semantic Scholar API Orchard: An Open-Source Agentic Modeling Framework 2026 Auditing Agent Harness Safety 2026 SafeHarbor: Hierarchical Memory-Augmented Guardrail for LLM Agent Safety 2026 Security Risks in Tool-Enabled AI Agents: A Systematic Analysis … …
… The following papers were recommended by the Semantic Scholar API STARS: Skill-Triggered Audit for Request-Conditioned Invocation Safety in Agent Systems 2026 PolicyBank: Evolving Policy Understanding for LLM Agents 2026 On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment… …
… The following papers were recommended by the Semantic Scholar API PISmith: Reinforcement Learning-based Red Teaming for Prompt Injection Defenses 2026 Uncovering Linguistic Fragility in Vision-Language-Action Models via Diversity-Aware Red Teaming 2026 T-MAP: Red-Teaming LLM Agents with Trajectory-… …
… Our method requires no additional adversarial training, introduces minimal overhead, and provides a practical approach for improving the safety of real-world VLM systems. …
… The following papers were recommended by the Semantic Scholar API ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety 2026 TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting 2026 BackFlush: Knowledge-Free Backdoor Detection and Elimination with W… …
… The following papers were recommended by the Semantic Scholar API PIArena: A Platform for Prompt Injection Evaluation 2026 Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs 2026 Transient Turn Injection: Exposing Stateless Multi-Turn Vulnerabilities in Large L… …
… The following papers were recommended by the Semantic Scholar API SkillSafetyBench: Evaluating Agent Safety under Skill-Facing Attack Surfaces 2026 AgentTrap: Measuring Runtime Trust Failures in Third-Party Agent Skills 2026 POISE: Position-Aware Undetectable Skill Injection on LLM Agents 2026 Plan… …