Ryan interviews Chris "Tito" Tito, co-founder and CEO of Hidden Layer, a company providing security solutions for AI models. Tito outlines Hidden Layer's full platform to secure AI, including scanning models for malware, monitoring model behaviour to catch attacks, and proxying API calls to block abuse. Tito then discusses various impressive enterprise use cases he's seen and talks about the common mistake businesses are making.
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KEY TAKEAWAYS
BEST MOMENTS
"We have found thousands of examples of models that have been loaded with malware where we've malware hiding in weights of models."
"Current cybersecurity stack is not even parsing models. It's like trying to point a windows product at a Mac file."
"If you have the inputs to the model and you have the outputs to the model, you basically have the training set and the labels."
"Every time we talk to a customer, we find a new [AI use case]. The world is getting really creative."
"There's just an enormous shortage of adversarial machine learning talent out there."
Ryan Staley
Founder and CEO
Whale Boss
ryan@whalesellingsystem.com