Software Snack Bites #17 - Ian Swanson (CEO of Protect AI) & Emilio Escobar (CISO of Datadog) - Deep Dive into ML & AI Security, Emerging Attack Surfaces, MLSecOps, and LLMs Use in Adversarial and Defensive Security
Aug 16, 2023
Ian Swanson, CEO of Protect AI, and Emilio Escobar, CISO of Datadog, discuss the importance of ML & AI security, emerging attack surfaces, MLSecOps, and LLMs use in adversarial and defensive security. They dive into the role of Protect AI in securing ML systems, the concept of MLSecOps, the difference between AI security and ML security, and the importance of data understanding and certification in ML and AI. They also explore enforcing policies, testing models for data security, and the use of AI tools in attack and defense strategies.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 2min
ML Sec Ops and Protect AI
02:08 • 22min
ML Engineers as Shadow IT
23:38 • 7min
Exploring the Difference Between AI Security and ML Security with a Focus on LLMs
30:17 • 2min
Attestation, Certification, and the Importance of Data Understanding in ML and AI
32:16 • 14min
Enforcing Policies and Testing Models for Data Security
46:41 • 3min
AI Tools in Attack and Defense Strategies
49:32 • 9min