LIDS: An Extended LSTM Based Web Intrusion Detection System With Active and Distributed Learning
Master’s thesis describing an extended LSTM-based intrusion detection system with active and distributed learning techniques.
Research
Voice Controlled Robotic Manipulator with Decision Tree and Contour Identification Techniques
Published in IEEE Intelligent Systems (2018). Implemented a voice-controlled robotic manipulator leveraging decision trees and contour identification techniques.
PKI Model Optimisation in VANET with Clustering and Polling
Publication in Springer: “Advances in Intelligent Systems and Computing” (2018). Describes optimisation strategies for PKI models in vehicular ad-hoc networks using clustering and polling techniques.
Use of Honeypots in mitigating DoS attacks targeted against IoT networks
Published in ICCCSP 2017. Work focused on deploying honeypots to mitigate DoS attacks on IoT networks and evaluating effectiveness.