Using File Relationships in Malware Classification. - Nikos Karampatziakis; Jack W. Stokes; Anil Thomas; Mady Marinescu (DIMVA, 2012)

Scalable Telemetry Classification for Automated Malware Detection. - Jack W. Stokes; John C. Platt; Helen J. Wang; Joe Faulhaber; Jonathan Keller; Mady Marinescu; Anil Thomas; Marius Gheorghescu (ESORICS, 2012)

Malware classification with recurrent networks. - Razvan Pascanu; Jack W. Stokes; Hermineh Sanossian; Mady Marinescu; Anil Thomas (ICASSP, 2015)

Hierarchical learning for automated malware classification. - Shayok Chakraborty; Jack W. Stokes; Lin Xiao; Dengyong Zhou; Mady Marinescu; Anil Thomas (MILCOM, 2017)

Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models. - Jack W. Stokes; De Wang; Mady Marinescu; Marc Marino; Brian Bussone (CoRR, 2017)

Neural Sequential Malware Detection with Parameters. - Rakshit Agrawal; Jack W. Stokes; Mady Marinescu; Karthik Selvaraj (ICASSP, 2018)

Robust Neural Malware Detection Models for Emulation Sequence Learning. - Rakshit Agrawal; Jack W. Stokes; Mady Marinescu; Karthik Selvaraj (MILCOM, 2018)

Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models. - Jack W. Stokes; De Wang; Mady Marinescu; Marc Marino; Brian Bussone (MILCOM, 2018)

Attention in Recurrent Neural Networks for Ransomware Detection. - Rakshit Agrawal; Jack W. Stokes; Karthik Selvaraj; Mady Marinescu (ICASSP, 2019)

Neural Malware Control with Deep Reinforcement Learning. - Yu Wang 091; Jack W. Stokes; Mady Marinescu (MILCOM, 2019)

Actor Critic Deep Reinforcement Learning for Neural Malware Control. - Yu Wang 091; Jack W. Stokes; Mady Marinescu (AAAI, 2020)