Informatics Institute of Technology: Recent submissions

  • Smart License Wallet Digitalization of Physical Drivers License Card 
    Gunawardena, Pasindu (2024)
    "The objective of the Smart License Wallet initiative is to transform the administration of driver's licenses in Sri Lanka by creating a secure and user-friendly digital platform. This project suggests a new way to address ...
  • Glycomate: a Multimodal Deep Learning Approach for Diabetes Detection 
    Balasooriya, Pamith (2024)
    "This research addresses the challenge of detecting diabetes accurately, given its significant health and economic impacts. Leveraging advancements in machine learning, particularly in univariate models, the study aims to ...
  • Topic Modeling for Research Paper Categorization 
    Abeyrathne, Oshadha (2024)
    "The evolving of academic research domain is raising rapidly, with a spreading increase in the volume and diversity of scholarly publications across vast various of domains. Due to this huge increment of academic research ...
  • Image Caption: Design and Implementation of an Image Caption generating Screen Reader 
    Liyanage, Onel (2024)
    " The rapid growth of visual content on the internet presents challenges and opportunities for accessibility and information retrieval. This project aims to enhance web accessibility by developing an intelligent browser ...
  • LLM Backed Chatbot Lawyer 
    Shiraz, Omar (2024)
    "The research project addresses the complex field of AI for legal assistance by developing and implementing a state-of-the-art chatbot capable of handling legal inquiries within the context of Sri Lankan jurisprudence. ...
  • Virtual Machine Failure Prediction Using Machine Learning 
    Senevirathne, Odhith (2024)
    "In recent years, cloud computing has transformed how organizations manage their information systems. With this transformation, they have shifted to deploy their application on cloud platforms. These cloud platforms consist ...
  • ZK-Credit: Privacy-Preserving Credit Scoring 
    Hewage, Nushan (2024)
    The integration of Zero-Knowledge Proofs (ZKPS) with blockchain for credit scoring represents a novel approach to preserving privacy in financial transactions. This paper explores the untapped potential of ZKPS to securely ...
  • Wav2Deep - Enhanced Audio Deepfake Detectionthrough Self-Supervised Learning 
    Fowzan, Nishad (2024)
    This research project addresses the pressing need for robust countermeasures against audio spoofing, focusing on the emerging field of audio deepfake detection (ADD). Despite recent strides in utilizing self-supervised ...
  • Early Prediction of Diabetes Through Machine Learning 
    Kothalawala, Nisal (2024)
    "This investigation addresses the challenge of enhancing the precision of machine learning models for classification assignments in healthcare diagnostics. The essential issue rotates around precisely foreseeing the nearness ...
  • Enhancing Network Security Through Behaviour-Based Malware Detection 
    Nanayakkara, Nimsara (2024)
    "In today's ever-evolving landscape of cyber threats, traditional security measures face many challenges from sophisticated malware capable of evading detection through multiple kinds of dynamic behaviors. ""CySentinel"" ...
  • ATMOSYNC - Music Recommendation system based on Room Ambiance 
    Marjan, Niamat (2024)
    "This document introduces a solution to the challenge of static music recommendations in dynamic environments, particularly in crowded gatherings. Traditional music recommendation systems (MRS) often fall short in these ...
  • Sign Language detection application with an integrated chatbot 
    Gamage, Nemsara (2024)
    "Sign language allows people to communicate with other individuals in forms on nonverbal communication. It’s the process of communicating with hand gestures or hand signs in order to communicate what we want to say in a ...
  • Vision Transformer Empowered Emotion-Based Music Recommendation 
    Perera, Navindu (2024)
    "In today's digital age, music streaming has become a common form of entertainment. However, current recommendation systems frequently overlook users' real-time emotional states, resulting in a less personalized experience. ...
  • Sentiment Analysis for English Social Media Data 
    Yusoof, Nadeem (2024)
    In today's digital age, social media platforms have emerged as powerful means of expressing opinions, sharing experiences, and shaping public discourse. The abundance of user-generated content on platforms such as ...
  • CyberGuard: A Cyberbullying Detection System using Multimodal NLP 
    Perera, Nadeeja (2024)
    "Cyberbullying has emerged as a pervasive issue in the digital age, affecting individuals across various social media platforms. Traditional approaches to cyberbullying detection have primarily focused on text analysis, ...
  • You can see me Feature based image segment elimination 
    Nyzar, Mohomed (2024)
    "This study investigates advancements in image segmentation and feature extraction techniques to address the inefficiencies in traditional image classification models. While existing methods often prioritize accuracy, they ...
  • Geogle: Geofence Boundary Crossing Detection through Image Analysis 
    Zarook, Mohamed Saad (2024)
    "Defining virtual fences for crossing detection plays a pivotal role in diverse applications, ranging from security surveillance to location-based services. There must exist a well-defined coordinate system and a reliable ...
  • Colour correction for colour vision deficiency 
    Zaidh Ishan, Mohamed Ihshan (2024)
    "This research project focuses on the development of a user-friendly application aimed at assisting individuals with color vision deficiencies in accessing digital content more effectively. Leveraging real-time color ...
  • AudioSangraha - An Approach Transforming Sinhala Audio into Summaries 
    Mohamed Shafy, Mohamed Aqeel (2024)
    "Language is a unique form of communication between human beings with their environment. In that the most natural way of communicating with others is through the voice. For this nowadays there are many speech technologies ...
  • Vit Based Adversarial Example Detection With Explanation in Medical Imaging 
    Shamry, Mohamed (2024)
    "The use of artificial intelligence (AI) models in medical imaging is becoming more prevalent, and this raises questions regarding the models' security against adversarial attacks. Medical imaging is crucial to diagnosis ...