The Rise of the Machines - AI and ML-Based Attacks Demonstrated

Explore a comprehensive demonstration of AI and ML-based attacks in this 45-minute RSA Conference talk. Discover how topic modeling can be used to accurately map networks and classify thousands of emails for offensive purposes. Learn about the practical applications of AI and ML in cybersecurity attacks, understand their potential for powerful feature-based attacks, and gain insights into how AI is reshaping the threat landscape. Examine current defensive options and future possibilities to counter these emerging threats. Delve into supervised learning, models of text data, and the potential misuse of librarian-like skills in cybersecurity. Investigate topic modeling techniques for desktop exploitation and typosquatting, and get a glimpse of future developments in this rapidly evolving field.

RSAConference 2019
The journey
Supervised learning
A very short list of potential offensive uses
Models of text data
When librarians become evil
Topic modelling for fun and profit on desktops
Typosquatting
Future work