Inter-Play Between Cyberscurity and Deep-Learning

Principal Investigator: Xukai Zou

This work focuses the combination and inter-play of cybersecurity and artificial intelligence.  On one hand, the project investigates security issues by utilizing deep-learning techniques such as Unsupervised Deep Learning for Android Malware Feature Extraction and Detection Using BiGAN. On the other hand, the project investigates security and privacy issues associated with deep-learning models, such as Backdoor Attack,  Detection, and Defense in Decentralized Federated Learning for Non-IID Data.

Personnel

Other Faculty: Dr. Feng Li

Students: Agnideven Sundar Ryan Hosler