Publications

Research contributions, journal articles, conference proceedings, and technical reports

Reinforcement Learning based Trust framework for MANET Environment

PhD Thesis, Curtin University(2018)

Thesis

Comparative Analysis of Deep Learning Models for Multi-Step Prediction of Financial Time Series

Journal of Computer Science, Science Publications(2020)

Journal
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A Trust Evaluation Model for Online Social Networks

IEEE, National Information Technology Conference (NITC)(2018)

Conference

A reinforcement learning approach to enhance the trust level of manets

National Information Technology Conference (NITC)(2018)

Conference

Trustworthy MANET Routing ESTAODV Implementation

IEEE International Conference on Information and Automation for Sustainability (ICIAfS)(2018)

Conference

Policies Based Container Migration Using Cross-Cloud Management Platform

IEEE International Conference on Information and Automation for Sustainability (ICIAfS)(2018)

Conference

Novel Caching Mechanism to Improve Performance in Mobile Ad-hoc Networks (MANETs)

22nd International Computer Science and Engineering Conference (ICSEC)(2018)

Conference

Comprehensive Forensic Data Extraction and Representation System for Windows Registry

International Conference on Advancements in Computing (ICAC)(2019)

Conference

An Automated Tool for Memory Forensics

International Conference on Advancements in Computing (ICAC)(2019)

Conference

Mobile-based Malware Detection and Classification using Ensemble Artificial Intelligence

International Conference on Advancements in Computing (ICAC)(2019)

Conference

Code Vulnerability Identification and Code Improvement using Advanced Machine Learning

International Conference on Advancements in Computing (ICAC)(2019)

Conference

AuthDNA: An Adaptive Authentication Service for any Identity Server

International Conference on Advancements in Computing (ICAC)(2019)

Conference

FIMAA: Four-way Integrated Mobile Authentication API

International Conference on Advancements in Computing (ICAC)(2019)

Conference

Intelligent SOC Chatbot for Security Operation Center

International Conference on Advancements in Computing (ICAC)(2019)

Conference

ClusterMal: Automated Malware Analysis with clustering, anomaly detection and classification

23rd Annual Technical Conference of IET Sri Lanka Network(2019)

Conference

Comparative analysis of the application of Deep Learning techniques for Forex Rate prediction

International Conference on Advancements in Computing (ICAC)(2019)

Conference

Trustworthy provenance framework for document workflow provenance

International Conference on Computational Techniques in Information and Communication Technologies (ICC-TICT)(2016)

Conference

SDN based security solution for legislative email communications: Safe guarding communication

International Conference on Computing, Communication and Automation (ICCCA)(2016)

Conference

Improving trusted routing by identifying malicious nodes in a MANET using reinforcement learning

Seventeenth International Conference on Advances in ICT for Emerging Regions (ICTer)(2017)

Conference

Global trust identification in infrastructure and ad hoc networks

8th International Conference on Ubi-Media Computing (UMEDIA)(2015)

Conference

Trust framework for handling communication using social networks as applied to mobile sensor based indoor navigation system

International Conference on Indoor Positioning and Indoor Navigation (IPIN)(2014)

Conference

Decentralized peer to peer web caching for Mobile Ad Hoc Networks (iCache)

8th International Conference on Computer Science & Education(2013)

Conference

T-AODV Heuristic based Trust implementation in Ad-hoc Routing Protocol for Wireless Sensor Networks

International Journal of Computer Applications(2018)

Journal

Design of Wireless Sensor Network Using GSM/GPRS for Real Time Monitoring of the Pipe-Born Chlorine in Sri Lankan Water Supply System

Technical Report(2013)

Report

Extracting Unstructured Data and Analysis and Prediction of Financial Event Modeling

Technical Report(2017)

Report

NExT-Plugin for MetaTrader 5 based on Recurrent Neural Networks

Technical Report, SLIIT(2016)

Report