17 citations · 24 across the 8 of their papers we have counts for
8 papers
A Game-Theoretic Approach for AI-based Botnet Attack Defence
Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan +1
The new generation of botnets leverages Artificial Intelligent (AI) techniques to conceal the identity of botmasters and the attack intention to avoid detection. Unfortunately, the…
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…
Cyber Situation Awareness Monitoring and Proactive Response for Enterprises on the Cloud
Hootan Alavizadeh, Hooman Alavizadeh, Julian Jang-Jaccard
The cloud model allows many enterprises able to outsource computing resources at an affordable price without having to commit the expense upfront. Although the cloud providers are…
Evaluating the Security and Economic Effects of Moving Target Defense Techniques on the Cloud
Hooman Alavizadeh, Samin Aref, Dong Seong Kim +1
Moving Target Defense (MTD) is a proactive security mechanism which changes the attack surface aiming to confuse attackers. Cloud computing leverages MTD techniques to enhance clou…
Toward Proactive, Adaptive Defense: A Survey on Moving Target Defense
Jin-Hee Cho, Dilli P. Sharma, Hooman Alavizadeh +6
Reactive defense mechanisms, such as intrusion detection systems, have made significant efforts to secure a system or network for the last several decades. However, the nature of r…
An Automated Security Analysis Framework and Implementation for Cloud
Hootan Alavizadeh, Hooman Alavizadeh, Dong Seong Kim +2
Cloud service providers offer their customers with on-demand and cost-effective services, scalable computing, and network infrastructures. Enterprises migrate their services to the…