Unveiling AI Vulnerabilities Through Inference Attacks

Tito:

• CEO and Founder of HiddenLayer, securing organizations building or using machine learning models
• Previously VP of Engineering at Qualys
• Previously Senior Director of Data Science at Agari
• Previously Director of Threat Research at Cylance when they were hit by a model inference attack back in 2019
• Fun fact: The HiddenLayer co-founders have worked together for the last five years!

Check out the episode for our conversation about real-world attacks against machine learning models, the current state of AI security capabilities including monitoring and scanning, and the market appetite for this tooling.

• https://hiddenlayer.com/
  
• 
  https://github.com/Azure/counterfit
  
• 
  https://incidentdatabase.ai/