124 citations · 486 across the 14 of their papers we have counts for
3 papers · 1 filter
Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS
Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
Recurrent deep learning language models like the LSTM are often used to provide advanced cyber-defense for high-value assets. The underlying assumption for using LSTM networks for…
DOOM: A Novel Adversarial-DRL-Based Op-Code Level Metamorphic Malware Obfuscator for the Enhancement of IDS
Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
We designed and developed DOOM (Adversarial-DRL based Opcode level Obfuscator to generate Metamorphic malware), a novel system that uses adversarial deep reinforcement learning to…
DeepIntent: ImplicitIntent based Android IDS with E2E Deep Learning architecture
Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
The Intent in Android plays an important role in inter-process and intra-process communications. The implicit Intent that an application could accept are declared in its manifest a…