What I'm Reading

December 2023

December 2023

Blogs, Papers, and Reports

• Demystifying LLMs and Threats

• OffsecML Playbook

• Adversarial Attacks on LLMs 🔥🔥

• Exploring Overfitting Risks in Large Language Models

• My techno-optimism

• Practices for Governing Agentic AI Systems

• Defenses in Adversarial Machine Learning: A Survey

• Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations

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Tools & Open Source

• PurpleLlama: Set of tools to assess and improve LLM security

• TAP: An automated jailbreaking method for black-box LLMs

• vec2text: Library for text embedding inversion

• Mirror: AI powered mirror

• ollama: Easily run local LLMs

• Find The Trojan: Universal Backdoor Detection in Aligned LLMs

• ragas: Evaluation framework for Retrieval Augmented Generation (RAG) pipelines

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