The Department of Systems and Computer Engineering at Carleton
University is accepting applications for a postdoctoral fellowship in
a project entitled “Realistic and Generalizable Training of Autonomous
Cyber Agents”. The anticipated start date is July 1, 2024 or as soon
as possible thereafter. The initial duration is for two years (subject
to the availability of funds), renewable for up to a total of three
years. The postdoctoral fellow will be involved in research that uses
Machine Learning, specifically Reinforcement Learning, to train
autonomous blue (i.e., defensive) agents. The cyber environment is not
static, with the network topology changing, new vulnerabilities
occurring, new exploits being discovered, red agents deploying
different attack strategies and/or different goals, etc. Therefore,
the project aims to develop a training environment and training
algorithms that result in blue agents capable of dealing with this
changing landscape without extensive retraining.
For more details about the project, the department, the required
skills, and how to apply, please consult the attached document.
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Thomas Kunz
Professor
Systems and Computer Engineering
Carleton University