🕳 LLM Vulnerabilities - emschwartz · Scour

Gradient-Controlled Decoding: A Safety Guardrail for LLMs with Dual-Anchor Steering 💉Prompt Injection

arxiv.org·2d

On-device Apple Intelligence vulnerable to prompt injection techniques 💉Prompt Injection

appleinsider.com·23h

PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free 💉Prompt Injection

injecguard.github.io·6d·Hacker News

ETSI EN 304 223 Securing Artificial Intelligence (SAI); Baseline Cyber Security Requirements for AI Models and Systems 🛡️AI Security

etsi.org·1d

Show HN: Prompt injection detector beats ProtectAI by 19% accuracy, 8.9x smaller 🛡️AI Security

huggingface.co·1d·Hacker News

Show HN: BrokenClaw Part 5: GPT-5.4 Edition (Prompt Injection) 💉Prompt Injection

veganmosfet.codeberg.page·2d·Hacker News

Limiting the Chance of Code Agent Prompt Injections 💉Prompt Injection

loufranco.com·2d

Ask HN: What's the state of multimodal prompt injection defence in 2026? 💉Prompt Injection

news.ycombinator.com·1d·Hacker News

KAIJU: An Executive Kernel for Intent-Gated Execution of LLM Agents 🔧Agent Tooling

arxiv.org·4d

Microsoft’s new Agent Governance Toolkit targets top OWASP risks for AI agents 🔧Agent Tooling

infoworld.com·2d

PIArena: A Platform for Prompt Injection Evaluation 💉Prompt Injection

arxiv.org·8h

Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection 💻Coding Agents

arxiv.org·8h

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems 🌐Distributed systems

arxiv.org·3d

LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation 🛡️AI Security

arxiv.org·4d

SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills 🛡️AI Security

arxiv.org·1d

The Defense Trilemma: Why Prompt Injection Defense Wrappers Fail? 💉Prompt Injection

arxiv.org·1d

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