Thursday, October 28, 2021

- PDT
OPEN TALK (AI): Security in MLOps: How to Check for Vulnerabilities in Your Conda Environments
Sal Kimmich
Sal Kimmich
Sonatype, Developer Relations

Anyone building enterprise level machine learning pipelines understands how challenging managing dependencies can be, and that's exactly why Conda works its magic. However, these dependencies can come with security vulnerabilities that are becoming increasingly exploited with malware as hackers target popular open source libraries. In this session, we're cover the most common next generation of cyber attacks, like the cryto-mining typo-squatting on Matplotlib, as well as what tools and best practices you can put into place to protect your MLOps pipelines from cybersecurity attacks.