5 citations · 5 across the 3 of their papers we have counts for
3 papers
CyberGFM: Graph Foundation Models for Lateral Movement Detection in Enterprise Networks
Isaiah J. King, Bernardo Trindade, Benjamin Bowman +1
Representing networks as a graph and training a link prediction model using benign connections is an effective method of anomaly-based intrusion detection. Existing works using thi…
Automated Cyber Defense with Generalizable Graph-based Reinforcement Learning Agents
Isaiah J. King, Benjamin Bowman, H. Howie Huang
Deep reinforcement learning (RL) is emerging as a viable strategy for automated cyber defense (ACD). The traditional RL approach represents networks as a list of computers in vario…
PicoDomain: A Compact High-Fidelity Cybersecurity Dataset
Craig Laprade, Benjamin Bowman, H. Howie Huang
Analysis of cyber relevant data has become an area of increasing focus. As larger percentages of businesses and governments begin to understand the implications of cyberattacks, th…