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Prompt Injection Defenses Against LLM Cyberattacks

ID: 7df18d54-3355-58e8-b628-e291da0e1dfb

STIX ID: report--7df18d54-3355-58e8-b628-e291da0e1dfb

Feed Name: Schneier on Security

Date Published: 2024-11-07

Date Updated: 2026-04-19

Author: Bruce Schneier

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This document summarizes research on Mantis, an open-source defensive framework that counters LLM-automated cyberattacks by planting dynamic prompt injections and deploying decoy services to disrupt or hack back attacker LLMs, reporting over 95% effectiveness in experiments.

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