3 citations · 3 across the 3 of their papers we have counts for
3 papers
Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection
Hooman Alavizadeh, Julian Jang-Jaccard, Hootan Alavizadeh
The rise of the new generation of cyber threats demands more sophisticated and intelligent cyber defense solutions equipped with autonomous agents capable of learning to make decis…
A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights
Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch +4
Cyberspace is full of uncertainty in terms of advanced and sophisticated cyber threats which are equipped with novel approaches to learn the system and propagate themselves, such a…
A Markov Game Model for AI-based Cyber Security Attack Mitigation
Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan +1
The new generation of cyber threats leverages advanced AI-aided methods, which make them capable to launch multi-stage, dynamic, and effective attacks. Current cyber-defense system…