no code implementations • 6 Apr 2019 • Rahul-Vigneswaran K, Prabaharan Poornachandran, Soman Kp
The techniques of deep learning have become the state of the art methodology for executing complicated tasks from various domains of computer vision, natural language processing, and several other areas.
1 code implementation • 9 Dec 2018 • Vinayakumar R, Barathi Ganesh HB, Prabaharan Poornachandran, Anand Kumar M, Soman Kp
In this paper, we attempt to apply DNNs on three different cyber security use cases: Android malware classification, incident detection and fraud detection.
5 code implementations • International Conference on Computing, Communication and Networking Technologies (ICCCNT) 2018 • Rahul-Vigneswaran K, Vinayakumar R, Soman Kp, Prabaharan Poornachandran
In this paper, DNNs have been utilized to predict the attacks on Network Intrusion Detection System (N-IDS).
Ranked #1 on Network Intrusion Detection on KDD
no code implementations • International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 2018 • Gayathri Rajendran, Bhadrachalam Chitturi, Prabaharan Poornachandran
We call related as detailed classification and unrelated as broad classification.