Adaptive Cyber Defense

Workshop Proceedings

Workshop proceedings will be published on arXiv at https://arxiv.org/html/2308.09520.

Please find direct links to presentation slides and PDF versions of workshop publications below.  Links to arXiv conference index page and official citations are pending submission of individual manuscripts to arXiv.org.

DARPA Cyber Agents for Security Testing and Learning Environments (CASTLE)

Machine Learning for Edge Sensing, Networking, and Computing in Space

TTCP Cyber Autonomy Gym for Experimentation – Challenge 3 Results and Introducing Challenge 4

EIReLaND: Evalutating and Interpreting Reinforcement-Learning-based Network Defenses (PDF)

On Autonomous Agents in a Cyber Defence Environment (PDF)

Learning Cyber Defence Tactics from Scratch with Multi-Agent Reinforcement Learning (PDF)

Adaptive Attack Detection in Text Classification: Leveraging Space Exploration Features for Text Sentiment Classification (PDF)

Towards Autonomous Cyber Operation Agents: Exploring the Red Case (PDF)

HoneyGAN Pots: A Deep Learning Approach for Generating Honeypots (PDF)