59 citations · 209 across the 50 of their papers we have counts for
5 papers · 1 filter
Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination
Kim Hammar, Tansu Alpcan, Emil C. Lupu
Timely and effective incident response is key to managing the growing frequency of cyberattacks. However, identifying the right response actions for complex systems is a major tech…
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…
Reinforcement Learning for Autonomous Defence in Software-Defined Networking
Yi Han, Benjamin I. P. Rubinstein, Tamas Abraham +6
Despite the successful application of machine learning (ML) in a wide range of domains, adaptability---the very property that makes machine learning desirable---can be exploited by…
Stochastic Games for Security in Networks with Interdependent Nodes
Kien C. Nguyen, Tansu Alpcan, Tamer Basar
This paper studies a stochastic game theoretic approach to security and intrusion detection in communication and computer networks. Specifically, an Attacker and a Defender take pa…
A Robust Control Framework for Malware Filtering
Michael Bloem, Tansu Alpcan, Tamer Basar
We study and develop a robust control framework for malware filtering and network security. We investigate the malware filtering problem by capturing the tradeoff between increased…