dogear

enter for all results · esc to close

Prompt Injection 2.0: Hybrid AI Threats

arxiv.orgsite

Jul 2025 paper showing how prompt injections now combine with XSS, CSRF, AI worm propagation, and multi-agent infections to evade traditional WAFs entirely. Evaluates Preamble's classifier, data-tagging, and RL-based defenses against these hybrid scenarios.

from
Prompt Injection
added
2026-10-10
likes
0

similar

  1. Indirect Prompt Injection Attacks: Hidden AI Risks crowdstrike.com

    CrowdStrike's Dec 2025 analysis of IPI TTPs targeting enterprise GenAI, including attacker-controlled document poisoning, RAG context manipulation, and practical detection signals for SOC workflows.

  2. Prompt injection: What's the worst that can happen? simonwillison.net

    General overview of Prompt Injection attacks, part of a series.

    site link ↗
  3. New Prompt Injection Papers: Agents Rule of Two and The Attacker Moves Second simonwillison.net

    Simon Willison's Nov 2025 commentary on both landmark papers, including the finding that 12 published defenses were bypassed at >90% success rate using gradient descent and RL-based adaptive attacks.

    site link ↗
  4. The Landscape of Prompt Injection Threats in LLM Agents (SoK) arxiv.org

    Feb 2026 systematization-of-knowledge paper with a unified taxonomy covering attack payload strategies (heuristic vs. optimisation-based) and defense intervention stages (text, model, execution). Introduces the AgentPI benchmark for context-dependent agent tasks that all prior…

  5. MCP Prompt Injection: How AI Gets Hacked youtube.com

    Nov 2025 hands-on walkthrough showing how prompt injection exploits tool metadata and trust boundaries in Model Context Protocol-integrated agents, which remain a primary attack surface as MCP adoption widens.

  6. Prompt injection explained simonwillison.net

    Video, slides, and a transcript of an introduction to prompt injection and why it's important.

    site link ↗

Prompt Injection › Research Papers: “Jul 2025 paper showing how prompt injections now combine with XSS, CSRF, AI worm propagation, and multi-agent infections to evade traditional WAFs entirely. Evaluates Preamble's classifier, data-tagging, and RL-based defenses against these hybrid scenarios.”