5 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
6 papers · 1 filter
A Survey on Graph Neural Networks for Fraud Detection in Ride Hailing Platforms
Kanishka Hewageegana, Janani Harischandra, Nipuna Senanayake +3
This study investigates fraud detection in ride hailing platforms through Graph Neural Networks (GNNs),focusing on the effectiveness of various models. By analyzing prevalent fraud…
SHERLOCK: A Deep Learning Approach To Detect Software Vulnerabilities
Saadh Jawwadh, Guhanathan Poravi
The increasing reliance on software in various applications has made the problem of software vulnerability detection more critical. Software vulnerabilities can lead to security br…
Explainability, risk modeling, and segmentation based customer churn analytics for personalized retention in e-commerce
Indrajith Ekanayake, Sanjula De Alwis
In online retail, customer acquisition typically incurs higher costs than customer retention, motivating firms to invest in churn analytics. However, many contemporary churn models…
ARGO-SLSA: Software Supply Chain Security in Argo Workflows
Mohomed Thariq, Indrajith Ekanayake
Distributed systems widely adopt microservice architecture to handle growing complexity and scale. This approach breaks applications into independent, loosely coupled services. Kub…
A Hybrid Architecture with Efficient Fine Tuning for Abstractive Patent Document Summarization
Nevidu Jayatilleke, Ruvan Weerasinghe
Automatic patent summarization approaches that help in the patent analysis and comprehension procedure are in high demand due to the colossal growth of innovations. The development…
Advancements in Natural Language Processing for Automatic Text Summarization
Nevidu Jayatilleke, Ruvan Weerasinghe, Nipuna Senanayake
The substantial growth of textual content in diverse domains and platforms has led to a considerable need for Automatic Text Summarization (ATS) techniques that aid in the process…