Mady Marinescu

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 10

Top Topics

Classification Models

Dynamic Analysis

Malware Detection

Top Venues

Publications

Yu Wang, Jack W. Stokes, Mady Marinescu
Actor Critic Deep Reinforcement Learning for Neural Malware Control. AAAI (2020)
Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
Attention in Recurrent Neural Networks for Ransomware Detection. ICASSP (2019)
Yu Wang, Jack W. Stokes, Mady Marinescu
Neural Malware Control with Deep Reinforcement Learning. MILCOM (2019)
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
Robust Neural Malware Detection Models for Emulation Sequence Learning. MILCOM (2018)
Jack W. Stokes, De Wang, Mady Marinescu, Marc Marino, Brian Bussone
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models. MILCOM (2018)
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
Robust Neural Malware Detection Models for Emulation Sequence Learning. CoRR (2018)
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
Neural Sequential Malware Detection with Parameters. ICASSP (2018)
Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
Hierarchical learning for automated malware classification. MILCOM (2017)
Jack W. Stokes, De Wang, Mady Marinescu, Marc Marino, Brian Bussone
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models. CoRR (2017)
Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
Malware classification with recurrent networks. ICASSP (2015)
Jack W. Stokes, John C. Platt, Helen J. Wang, Joe Faulhaber, Jonathan Keller, Mady Marinescu, Anil Thomas, Marius Gheorghescu
Scalable Telemetry Classification for Automated Malware Detection. ESORICS (2012)
Nikos Karampatziakis, Jack W. Stokes, Anil Thomas, Mady Marinescu
Using File Relationships in Malware Classification. DIMVA (2012)