4 papers
Towards Type Agnostic Cyber Defense Agents
Erick Galinkin, Emmanouil Pountrourakis, Spiros Mancoridis
With computing now ubiquitous across government, industry, and education, cybersecurity has become a critical component for every organization on the planet. Due to this ubiquity o…
The Price of Pessimism for Automated Defense
Erick Galinkin, Emmanouil Pountourakis, Spiros Mancoridis
The well-worn George Box aphorism ``all models are wrong, but some are useful'' is particularly salient in the cybersecurity domain, where the assumptions built into a model can ha…
Simulation of Attacker Defender Interaction in a Noisy Security Game
Erick Galinkin, Emmanouil Pountourakis, John Carter +1
In the cybersecurity setting, defenders are often at the mercy of their detection technologies and subject to the information and experiences that individual analysts have. In orde…
Evaluating Attacker Risk Behavior in an Internet of Things Ecosystem
Erick Galinkin, John Carter, Spiros Mancoridis
In cybersecurity, attackers range from brash, unsophisticated script kiddies and cybercriminals to stealthy, patient advanced persistent threats. When modeling these attackers, we…