Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Jack W. Stokes, De Wang, Mady Marinsescu, Marc Marino, Brian Bussone
IEEE Military Communications Conference (MILCOM) | October 2018
Publications
Publications by Year
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Robust Neural Malware Detection Models for Emulation Sequence Learning
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 Military Communications Conference | June 2018
Neural Sequential Malware Detection with Parameters
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 International Conference on Acoustics, Speech, and Signal Processing | April 2018
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Malware Classification with LSTM and GRU Language Models and a Character-Level CNN
Ben Athiwaratkun, Jack W. Stokes
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2017
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MtNet: A Multi-Task Neural Network for Dynamic Malware Classification
Wenyi Huang, Jack W. Stokes
Proceedings of 13th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA 2016) | July 2016
ISBN: 978-3-319-40667-1
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Malware Classification With Recurrent Networks
Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | April 2015
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Large-Scale Malware Classification Using Random Projections and Neural Networks
George Dahl, Jack W. Stokes, Li Deng, Dong Yu
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2013
Publications by Research Area
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Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Jack W. Stokes, De Wang, Mady Marinsescu, Marc Marino, Brian Bussone
IEEE Military Communications Conference (MILCOM) | October 2018
Robust Neural Malware Detection Models for Emulation Sequence Learning
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 Military Communications Conference | June 2018
Neural Sequential Malware Detection with Parameters
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 International Conference on Acoustics, Speech, and Signal Processing | April 2018
Malware Classification with LSTM and GRU Language Models and a Character-Level CNN
Ben Athiwaratkun, Jack W. Stokes
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2017
MtNet: A Multi-Task Neural Network for Dynamic Malware Classification
Wenyi Huang, Jack W. Stokes
Proceedings of 13th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA 2016) | July 2016
ISBN: 978-3-319-40667-1
Malware Classification With Recurrent Networks
Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | April 2015
Large-Scale Malware Classification Using Random Projections and Neural Networks
George Dahl, Jack W. Stokes, Li Deng, Dong Yu
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2013
-
Malware Classification With Recurrent Networks
Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | April 2015
Publications by Type
-
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Jack W. Stokes, De Wang, Mady Marinsescu, Marc Marino, Brian Bussone
IEEE Military Communications Conference (MILCOM) | October 2018
Robust Neural Malware Detection Models for Emulation Sequence Learning
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 Military Communications Conference | June 2018
Neural Sequential Malware Detection with Parameters
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 International Conference on Acoustics, Speech, and Signal Processing | April 2018
Malware Classification with LSTM and GRU Language Models and a Character-Level CNN
Ben Athiwaratkun, Jack W. Stokes
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2017
MtNet: A Multi-Task Neural Network for Dynamic Malware Classification
Wenyi Huang, Jack W. Stokes
Proceedings of 13th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA 2016) | July 2016
ISBN: 978-3-319-40667-1
Malware Classification With Recurrent Networks
Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | April 2015
Large-Scale Malware Classification Using Random Projections and Neural Networks
George Dahl, Jack W. Stokes, Li Deng, Dong Yu
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2013
People
Jay Stokes
Principal Research Software Engineer