59 citations · 209 across the 50 of their papers we have counts for
5 papers · 1 filter
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…
A Communication Security Game on Switched Systems for Autonomous Vehicle Platoons
Guoxin Sun, Tansu Alpcan, Benjamin I. P. Rubinstein +1
Vehicle-to-vehicle communication enables autonomous platoons to boost traffic efficiency and safety, while ensuring string stability with a constant spacing policy. However, commun…
Local Intrinsic Dimensionality Signals Adversarial Perturbations
Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani +2
The vulnerability of machine learning models to adversarial perturbations has motivated a significant amount of research under the broad umbrella of adversarial machine learning. S…
Achieving QoS for Real-Time Bursty Applications over Passive Optical Networks
Dibbendu Roy, Aravinda S. Rao, Tansu Alpcan +2
Emerging real-time applications such as those classified under ultra-reliable low latency (uRLLC) generate bursty traffic and have strict Quality of Service (QoS) requirements. Pas…
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…