How We Trained and Classified APKs Using Artificial Neural Networks

Explore cutting-edge techniques for classifying Android APKs using Artificial Neural Networks (ANNs) in this insightful conference talk from Hack.lu 2018. Join Roman Graf and Aaron Kaplan as they delve into their innovative approach to training machine learning models for identifying potentially malicious applications. Learn about the challenges faced, methodologies employed, and the effectiveness of ANNs in enhancing mobile security. Gain valuable insights into the intersection of cybersecurity and artificial intelligence, and discover how these advanced techniques can be applied to protect against evolving threats in the Android ecosystem.