Red Teaming and Mitigation Strategies // Ads Dawson // MLOP Podcast #190 clip

MLOps podcast #190 with Ads Dawson, Senior Security Engineer at Cohere, Guarding LLM and NLP APIs: A Trailblazing Odyssey for Enhanced Security.

Ads takes us on a journey into the world of red teaming in the context of machine learning models. He emphasizes the need for a customized approach to security in LM applications, highlighting the absence of automated workflows and standardization. Ads discusses the potential vulnerabilities of models and proposes solutions, such as incorporating safe proxies to enhance security …

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