Securing Machine Learning

The newfound convenience in developing AI applications has outpaced most organizations’ abilities to secure it. Among the security concerns is the AI supply chain risks that developers face when using software, data and models from third-party sources. While software supply chain has been a known and growing risk, the AI supply chain can be trickier to navigate–it inherits the vulnerabilities in the software supply chain, but adds additional complexities in risk that must manage as organizations embrace AI and pass it along to consumers. In this talk, we’ll review three facets of AI supply chain risk, and provide participants with tools to begin to manage it. Developing risk management culture in AI development Technical solutions to measure and mitigate security risks for AI