Search Results for author: Mady Marinescu

Found 2 papers, 1 papers with code

NEURAL MALWARE CONTROL WITH DEEP REINFORCEMENT LEARNING

no code implementations • ICLR 2019 • Yu Wang, Jack W. Stokes, Mady Marinescu

Antimalware products are a key component in detecting malware attacks, and their engines typically execute unknown programs in a sandbox prior to running them on the native operating system.

reinforcement-learning Reinforcement Learning (RL)

Paper
Add Code

Robust Neural Malware Detection Models for Emulation Sequence Learning

1 code implementation • 28 Jun 2018 • Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj

These models target the core of the malicious operation by learning the presence and pattern of co-occurrence of malicious event actions from within these sequences.

Computer Security Malware Detection

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.