SAIF – Security Artificial Intelligence Foundations Project

Établi : June 1, 2012

Publications

Afficher par:

- 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
  
  Publication
- Robust Neural Malware Detection Models for Emulation Sequence Learning
  
  Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
  
  2018 Military Communications Conference | June 2018
  
  PDF DOI
- 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
  
  PDF DOI
- 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
  
  Publication
- 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
  
  Publication Publication Publication
- 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
  
  Publication
- 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
  
  Publication

- 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
  
  Publication
- Robust Neural Malware Detection Models for Emulation Sequence Learning
  
  Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
  
  2018 Military Communications Conference | June 2018
  
  PDF DOI
- 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
  
  PDF DOI
- 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
  
  Publication
- 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
  
  Publication Publication Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication

- 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
  
  Publication
- Robust Neural Malware Detection Models for Emulation Sequence Learning
  
  Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
  
  2018 Military Communications Conference | June 2018
  
  PDF DOI
- 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
  
  PDF DOI
- 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
  
  Publication
- 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
  
  Publication Publication Publication
- 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
  
  Publication
- 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
  
  Publication

Personne

Jay Stokes