6 papers
TMR-GGNN: Credit Card Fraud Detection based on Time-Aware Multi-Relational Guided Graph Neural Network
Rohit Tewari, Shubhankar Shilpi, Navin Chhibber +3
In recent years, credit card fraud detection has faced significant challenges due to highly imbalanced data, evolving fraud patterns, and complex relational structures among transa…
Stock Market Price Prediction using Neural Prophet with Deep Neural Network
Navin Chhibber, Sunil Khemka, Navneet Kumar Tyagi +3
Stock market price prediction is a significant interdisciplinary research domain that depends at the intersection of finance, statistics, and economics. Forecasting Accurately pred…
Malware Classification using Diluted Convolutional Neural Network with Fast Gradient Sign Method
Ashish Anand, Bhupendra Singh, Sunil Khemka +3
Android malware has become an increasingly critical threat to organizations, society and individuals, posing significant risks to privacy, data security and infrastructure. As malw…
Cyber Threat Detection and Vulnerability Assessment System using Generative AI and Large Language Model
Keerthi Kumar. M, Swarun Kumar Joginpelly, Sunil Khemka +2
Background: Cyber-attacks have evolved rapidly in recent years, many individuals and business owners have been affected by cyber-attacks in various ways. Cyber-attacks include vari…
Legacy Modernization with AI -- Mainframe modernization
Sunil Khemka, Arunava Majumdar
Artificial Intelligence-assisted legacy modernization is essential in changing the stalwart mainframe systems of the past into flexible, scalable, and smart architecture. While mai…
AutoGuard: A Self-Healing Proactive Security Layer for DevSecOps Pipelines Using Reinforcement Learning
Praveen Anugula, Avdhesh Kumar Bhardwaj, Navin Chhibber +3
Contemporary DevSecOps pipelines have to deal with the evolution of security in an ever-continuously integrated and deployed environment. Existing methods,such as rule-based intrus…