Noah Dunstatter

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 5

Top Topics

Reinforcement Learning

Markov Decision Processes

Intrusion Detection

Top Venues

Publications

Alireza Tahsini, Noah Dunstatter, Mina Guirguis, Chuadhry Mujeeb Ahmed
DeepBLOC: A Framework for Securing CPS through Deep Reinforcement Learning on Stochastic Games. CNS (2020)
Noah Dunstatter, Alireza Tahsini, Mina Guirguis, Jelena Tesic
Solving Cyber Alert Allocation Markov Games with Deep Reinforcement Learning. GameSec (2019)
Mina Guirguis, Alireza Tahsini, Khan Siddique, Clara Novoa, Justin Moore, Christine Julien, Noah Dunstatter
BLOC: A Game-Theoretic Approach to Orchestrate CPS against Cyber Attacks. CNS (2018)
Noah Dunstatter, Mina Guirguis, Alireza Tahsini
Allocating Security Analysts to Cyber Alerts Using Markov Games. NCS (2018)
Aaron Schlenker, Haifeng Xu, Mina Guirguis, Christopher Kiekintveld, Arunesh Sinha, Milind Tambe, Solomon Y. Sonya, Darryl Balderas, Noah Dunstatter
Don't Bury your Head in Warnings: A Game-Theoretic Approach for Intelligent Allocation of Cyber-security Alerts. IJCAI (2017)