3 citations · 5 across the 2 of their papers we have counts for
3 papers
cs.CR2026
Crossing the Cyber Divide: Sim-to-Sim and Sim-to-Real Transfer for RL Agents
Sabrina Saika, Yinuo Du, Aritran Piplai
Cyber attack agents are typically trained and evaluated within a single simulator, making it unclear whether learned policies transfer beyond the environments in which they were de…
cs.CR2023★ 2 cited
Learning About Simulated Adversaries from Human Defenders using Interactive Cyber-Defense Games
Baptiste Prebot, Yinuo Du, Cleotilde Gonzalez
Given the increase in cybercrime, cybersecurity analysts (i.e. Defenders) are in high demand. Defenders must monitor an organization's network to evaluate threats and potential bre…
cs.CR2021★ 3 cited
Decoys in Cybersecurity: An Exploratory Study to Test the Effectiveness of 2-sided Deception
Palvi Aggarwal, Yinuo Du, Kuldeep Singh +1
One of the widely used cyber deception techniques is decoying, where defenders create fictitious machines (i.e., honeypots) to lure attackers. Honeypots are deployed to entice atta…