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Smashing the ML Stack for Fun and Lawsuits

Black Hat via YouTube

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Overview

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This talk examines the legal risks of security testing commercially deployed machine learning systems. It discusses evasion, poisoning, and model inversion alongside the Computer Fraud and Abuse Act and Section 1201.

Syllabus

Intro
Demo
Evasion Tax
Poisoning
Model Inversion
Summary
Disclaimer
Legal Questions
Contracts
Computer Fraud Abuse Act
Section 1201
HighLevel Takeaways

Taught by

Black Hat

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