Five Essential Machine Learning Security Papers

We recently published "Practical Attacks on Machine Learning Systems", which has a very large references section - possibly too large - so we've boiled down the list to five papers that are absolutely essential in this area. If you're beginning your journey in ML security, and have the very basics down, these papers are a … Continue reading Five Essential Machine Learning Security Papers

On the malicious use of large language models like GPT-3

(Or, “Can large language models generate exploits?”) While attacking machine learning systems is a hot topic for which attacks have begun to be demonstrated, I believe that there are a number of entirely novel, yet-unexplored attack-types and security risks that are specific to large language models (LMs), that may be intrinsically dependent upon things like … Continue reading On the malicious use of large language models like GPT-3