ABSTRACT
- Increase in UPI usage for online payments
- cases of fraud associated with it are also rising.
- Few steps involving UPI transaction process using a Hidden Markov Model (HMM)
- how it can be used for the detection of frauds.
- An HMM is initially trained for a cardholder.
- If a UPI transaction is not accepted by the trained HMM. It is considered to be fraudulent.
- People can use UPIs for online transactions as it provides an efficient and easy-to-use facility.
- With the increase in usage of UPIs, the capacity of UPI misuse has also enhanced.
- UPI frauds cause significant financial losses for both UPI holders and financial companies.
- In this Project, the main aim is to detect such frauds, including the accessibility of public data, high-class imbalance data, the changes in fraud nature, and high rates of false alarm.
- The main focus has been to apply the recent development of Machine Learning algorithms for this purpose.
- We have created 5 Algorithms to detection the UPI Fraud and evaluated results Based on that.
EXISTING SYSTEM
- To detect counterfeit transactions, three machine-learning algorithms were presented and implemented.
- There are many measures used to evaluate the performance of classifiers or predictors, such as the Gradient Boost Classifier, Vector Machine, Random Forest, and Decision Tree.
- These metrics are either prevalence dependent or prevalence-independent.
- Furthermore, these techniques are used in UPI fraud detection mechanisms, and the results of these algorithms have been compared.
PROPOSED SYSTEM
- Various modern techniques like artificial neural network
- Different machine learning algorithms are compared, including Auto Encoder, Local Outlier Factor, Kmeans Clustering.
- This project uses various algorithm, and neural network which comprises of techniques for finding optimal solution for the problem and implicitly generating the result of the fraudulent transaction.
- The main aim is to detect the fraudulent transaction and to develop a method of generating test data.
- This algorithm is a heuristic approach used to solve high complexity computational problems.
- The implementation of an efficient fraud detection system is imperative for all UPI issuing companies and their clients to minimize their losses.
PROJECT VIDEO
Software Requirements:
- Front End – Anaconda IDE
- Backend – SQL
- Language – Python 3.8
Hardware Requirements
- •Hard Disk: Greater than 500 GB
- •RAM: Greater than 4 GB
- •Processor: I3 and Above
Including Packages
=======================
- * Base Paper
- * Complete Source Code
- * Complete Documentation
- * Complete Presentation Slides
- * Flow Diagram
- * Database File
- * Screenshots
- * Execution Procedure
- * Readme File
- * Addons
- * Video Tutorials
- * Supporting Softwares
Specialization =======================
- * 24/7 Support * Ticketing System
- * Voice Conference
- * Video On Demand
- * Remote Connectivity
- * Code Customization
- * Document Customization
- * Live Chat Support
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Thank you for supporting on this project. Nice to purchase from you
HELLO NPRASANNA CAN U HELP US IN DEVELOPING THE PROJECT .
Sir please share amount of this project
Its Available for Purchase Cost you 4000 RS
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Hi this Project was a paid project you can contact us on 9566492473 to get this Project.
Hello , share ur contact
You can contact us on +91 9363622473
Can you please send me this project source code, along with the front end and backend.
Hi bro.I need dataset urgently.can you give support quickly
Hi this Project was a paid project you can contact us on +91 9363622473 to get this Project.
please i need the source code
Hi this Project was a paid project you can contact us on +91 9363622473 to get this Project.
Project source code is paid pr free..? It’s paid cost of project..?
Hi this Project was a paid project you can contact us on +91 9363622473 to get this Project.
Hello,
Can I get this project
What is the cost??
Its Available for Purchase Cost you 4000 RS
how can i contact you?
please contact us on +91 9363622473
We’re in the hurry preparing for our college project showcase, and your UPI fraud detection project looks like it could really amp up our work. With tight deadlines closing in, we’re super keen to learn from your code to make our showcase shine.
Getting your source code would be a massive help—it’s not just valuable, but it’s key to making sure our project rocks within our tight schedule.
Its available for purchase cost 4000 Rs overall
Dear Admin,
Can you share the link of the database? I just need that rest is a piece of cake
Now this project is available
I want upi fraud detection system project. what is the procedure to get this project.