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A Holistic Approach to Understanding the AI Lifecycle and Securing ML Systems | The MLSecOps Podcast
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The MLSecOps Podcast | Season 1 Episode 18
With Guest Rob van der Veer
Joining us for the first time as a guest host is Protect AI’s CEO and founder, Ian Swanson. Ian is joined this week by Rob van der Veer, a pioneer in AI and security. Rob gave a presentation at Global AppSec Dublin earlier this year called “Attacking and Protecting Artificial Intelligence” which was a large inspiration for this episode. And in it Rob talks about the lack of security considerations and processes in AI production systems compared to traditional software development, and the unique challenges and particularities of building security into AI and machine learning systems.
Together in this episode, Ian and Rob dive into things like practical threats to ML systems, the transition from MLOps to MLSecOps, the [upcoming] ISO 5338 standard on AI engineering, and what organizations can do if they are looking to mature their AI/ML security practices.
Additional MLSecOps and AI Security tools and resources to check out:
With Guest Rob van der Veer
Joining us for the first time as a guest host is Protect AI’s CEO and founder, Ian Swanson. Ian is joined this week by Rob van der Veer, a pioneer in AI and security. Rob gave a presentation at Global AppSec Dublin earlier this year called “Attacking and Protecting Artificial Intelligence” which was a large inspiration for this episode. And in it Rob talks about the lack of security considerations and processes in AI production systems compared to traditional software development, and the unique challenges and particularities of building security into AI and machine learning systems.
Together in this episode, Ian and Rob dive into things like practical threats to ML systems, the transition from MLOps to MLSecOps, the [upcoming] ISO 5338 standard on AI engineering, and what organizations can do if they are looking to mature their AI/ML security practices.
Additional MLSecOps and AI Security tools and resources to check out:
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