Malka N. Halgamuge

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 26

Top Topics

Predictive Control

Success Probability

Top Venues

Comput. Networks

Publications

Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence. CoRR (2024)
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Dan Xu, Dongwei Liu, Raza Nowrozy, Malka N. Halgamuge
From COBIT to ISO 42001: Evaluating cybersecurity frameworks for opportunities, risks, and regulatory compliance in commercializing large language models. Comput. Secur. 144 (2024)
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge
The Inadequacy of Reinforcement Learning From Human Feedback - Radicalizing Large Language Models via Semantic Vulnerabilities. IEEE Trans. Cogn. Dev. Syst. 16 (4) (2024)
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge
Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence. CoRR (2024)
Malka N. Halgamuge, Geetha K. Munasinghe, Moshe Zukerman
Time Estimation for a New Block Generation in Blockchain-Enabled Internet of Things. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Raza Nowrozy, Malka N. Halgamuge
From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models. CoRR (2024)
Timothy R. McIntosh, Tong Liu, Teo Susnjak, Paul A. Watters, Alex Ng, Malka N. Halgamuge
A Culturally Sensitive Test to Evaluate Nuanced GPT Hallucination. IEEE Trans. Artif. Intell. 5 (6) (2024)
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape. CoRR (2023)
Uvini J. Munasinghe, Malka N. Halgamuge
system. Expert Syst. Appl. 228 (2023)
Malka N. Halgamuge, Dilmi Guruge
Fair rewarding mechanism in music industry using smart contracts on public-permissionless blockchain. Multim. Tools Appl. 81 (2) (2022)
Thushara R. Bandara, Malka N. Halgamuge
Modeling a Digital Twin to Predict Battery Deterioration with Lower Prediction Error in Smart Devices: From the Internet of Things Sensor Devices to Self-Driving Cars. IECON (2022)
Nirosh Jayakody, Azeem Mohammad, Malka N. Halgamuge
Fake News Detection using a Decentralized Deep Learning Model and Federated Learning. IECON (2022)
Malka N. Halgamuge
Estimation of the success probability of a malicious attacker on blockchain-based edge network. Comput. Networks 219 (2022)
Malka N. Halgamuge, Huseyin Caliskan, Azeem Mohammad
Computation Time Optimization on Hashtag Segmentation for Social Media Data. WCNC (2021)
Malka N. Halgamuge
Optimization framework for Best Approver Selection Method (BASM) and Best Tip Selection Method (BTSM) for IOTA tangle network: Blockchain-enabled next generation Industrial IoT. Comput. Networks 199 (2021)
Kamalani Aiyar, Malka N. Halgamuge, Azeem Mohammad
Probability Distribution Model to Analyze the Trade-off between Scalability and Security of Sharding-Based Blockchain Networks. CCNC (2021)
Omeshika A. S. Ekanayake, Malka N. Halgamuge
Lightweight Blockchain Framework using Enhanced Master-Slave Blockchain Paradigm: Fair Rewarding Mechanism using Reward Accuracy Model. Inf. Process. Manag. 58 (3) (2021)
Pubudu L. Indrasiri, Malka N. Halgamuge, Azeem Mohammad
Robust Ensemble Machine Learning Model for Filtering Phishing URLs: Expandable Random Gradient Stacked Voting Classifier (ERG-SVC). IEEE Access 9 (2021)
Malka N. Halgamuge, Samurdika C. Hettikankanamge, Azeem Mohammad
Trust Model to Minimize the Influence of Malicious Attacks in Sharding Based Blockchain Networks. AIKE (2020)
Saurav Pradha, Malka N. Halgamuge, Nguyen Tran Quoc Vinh
Effective Text Data Preprocessing Technique for Sentiment Analysis in Social Media Data. KSE (2019)
Harshvadan Talpada, Malka N. Halgamuge, Nguyen Tran Quoc Vinh
An Analysis on Use of Deep Learning and Lexical-Semantic Based Sentiment Analysis Method on Twitter Data to Understand the Demographic Trend of Telemedicine. KSE (2019)
Mohib Hirani, Malka N. Halgamuge, Pham Duong Thu Hang
Review: Data Security Models Developed by Blockchain Technology for Different Business Domains. KSE (2019)
Mihiran Rupasinghe, Malka N. Halgamuge, Nguyen Tran Quoc Vinh
Forecasting Trading-Time based Profit-Making Strategies in Forex Industry: Using Australian Forex Data. KSE (2019)
Thulara N. Hewage, Malka N. Halgamuge, Ali Syed, Gullu Ekici
Review: Big Data Techniques of Google, Amazon, Facebook and Twitter. J. Commun. 13 (2) (2018)
Malka N. Halgamuge
The use and analysis of anti-plagiarism software: Turnitin tool for formative assessment and feedback. Comput. Appl. Eng. Educ. 25 (6) (2017)
Dilini Delgoda, Hector M. Malano, Syed Khusro Saleem, Malka N. Halgamuge
Irrigation control based on model predictive control (MPC): Formulation of theory and validation using weather forecast data and AQUACROP model. Environ. Model. Softw. 78 (2016)
Chathurika D. Abeyrathne, Malka N. Halgamuge, Peter Mark Farrell, Efstratios Skafidas
Performance Analysis of On-Chip Coplanar Waveguide for In Vivo Dielectric Analysis. IEEE Trans. Instrum. Meas. 62 (3) (2013)
Malka N. Halgamuge, Kotagiri Ramamohanarao, Moshe Zukerman, Hai Le Vu
Handoff Optimization Using Hidden Markov Model. IEEE Signal Process. Lett. 18 (7) (2011)
D. P. Thrishantha Nanayakkara, Malka N. Halgamuge, Prasanna Sridhar, Asad M. Madni
Intelligent Sensing in Dynamic Environments Using Markov Decision Process. Sensors 11 (1) (2011)
Malka N. Halgamuge, Hai Le Vu, Kotagiri Ramamohanarao, Moshe Zukerman
A call quality performance measure for handoff algorithms. Int. J. Commun. Syst. 24 (3) (2011)
Dung Vu Pham, Ali Syed, Malka N. Halgamuge
Universal serial bus based software attacks and protection solutions. Digit. Investig. 7 (3-4) (2011)
Malka N. Halgamuge, Kotagiri Ramamohanarao, Hai Le Vu, Moshe Zukerman
Evaluation of handoff algorithms using a call quality measure with signal based penalties. WCNC (2006)
Malka N. Halgamuge, Hai Le Vu, Kotagiri Ramamohanarao, Moshe Zukerman
Signal-based evaluation of handoff algorithms. IEEE Commun. Lett. 9 (9) (2005)