M. Marinescu

Malware classification with recurrent networks

Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Actor Critic Deep Reinforcement Learning for Neural Malware Control

Yu Wang, Jack W. Stokes, Mady Marinescu, 2020, AAAI.

Neural Malware Control with Deep Reinforcement Learning

Jack W. Stokes, Yu Wang, Mady Marinescu, 2019, MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM).

Attention in Recurrent Neural Networks for Ransomware Detection

Jack W. Stokes, Rakshit Agrawal, Karthik Selvaraj, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Neural Sequential Malware Detection with Parameters

Jack W. Stokes, Rakshit Agrawal, Karthik Selvaraj, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Hierarchical learning for automated malware classification

Jack W. Stokes, Lin Xiao, Shayok Chakraborty, 2017, MILCOM 2017 - 2017 IEEE Military Communications Conference (MILCOM).

Scalable Telemetry Classification for Automated Malware Detection

Helen J. Wang, Jonathan Keller, John C. Platt, 2012, ESORICS.

Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models

Jack W. Stokes, De Wang, Mady Marinescu, 2018, MILCOM 2018 - 2018 IEEE Military Communications Conference (MILCOM).

Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models

J. W. Stokes, M. Marinescu, De Wang, 2017, ArXiv.

Using File Relationships in Malware Classification

Nikos Karampatziakis, Jack W. Stokes, Anil Thomas, 2012, DIMVA.

Robust Neural Malware Detection Models for Emulation Sequence Learning

Jack W. Stokes, Rakshit Agrawal, Karthik Selvaraj, 2018, MILCOM 2018 - 2018 IEEE Military Communications Conference (MILCOM).