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Submit your own research- Computer Science India
Titanium: AI Based Fraud Detection System
The increasing use of digital payment systems and online financial services has led to a significant rise in fraudulent transactions. Traditional rule-based fraud detection methods often fail to identify complex and evolving fraud patterns. This paper presents an AI-powered fraud detection system that utilizes machine learning techniques to analyze transaction data and identify suspicious activities. The proposed system processes historical transaction datasets, performs data preprocessing, and applies machine learning algorithms to classify transactions as legitimate or fraudulent. Experimental results demonstrate that the system can effectively detect fraudulent transactions with improved accuracy and reduced false positives compared to traditional approaches. The proposed model enhances the security of digital financial systems and helps financial institutions minimize financial losses caused by fraud.
Pranav Mahesh Khamitkar · Vishwaniketan Institute of Engineering Technology
- Computer Science India
An Intelligent Framework for AI-Based Crime Prediction and Real-Time Emergency Response in Smart Policing Systems
The increasing complexity of urban environments and rising crime rates demand intelligent, data-driven solutions for effective law enforcement. This paper presents an AI-driven Crime Management System that integrates machine learning techniques — Random Forest for crime classification and K-Means clustering for hotspot detection — to analyze historical and real-time crime data. A real-time SOS emergency module powered by Socket.IO enables instant communication between citizens and law enforcement with live location tracking. Additionally, the system incorporates automated FIR processing with risk-based prioritization. Experimental evaluation demonstrates significant improvements in response time (from 8–10 min to 2–3 min), crime prediction accuracy (≈90%), and resource allocation efficiency, providing a scalable and intelligent framework for smart policing.
Omkar Rathod · Vishwaniketan’s Institute of Management Entrepreneurship and Engineering Technology (VIMEET)
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