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Safety

LLMs for Illicit Purposes

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First page
LLMs for Illicit Purposes
The curator’s take

A survey cataloguing threats and vulnerabilities arising from LLM deployment.

Key points
01

Threat taxonomy: Organizes LLM misuse threats into categories including misinformation, cyberattacks, social engineering, and unauthorized content generation.

02

Mitigation catalog: Reviews existing mitigation strategies - training-time, inference-time, and system-level defenses - with critical evaluation of each.

03

Deployment guide: Functions as a practical guide for building more reliable and robust LLM-powered systems.

04

Policy relevance: Contributes to the growing AI-safety policy discourse by organizing abstract risk concerns into a concrete framework.

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