Call for Papers:Vol.12 Issue.2

Submission
Last date		 28-Apr-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-2. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies
PaperId: :  23578
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23578
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
T Sundararajulu Siddharth Institute of Engineering and Technology
Y UJVITHASiddharth Institute of Engineering and Technology
P lakshman sai kiranSiddharth Institute of Engineering and Technology
E ARUNSiddharth Institute of Engineering and Technology
K LOKESHSiddharth Institute of Engineering and Technology
L G KAVITHASiddharth Institute of Engineering and Technology

Abstract

computer science
Moblie,Money,Publishing, Frauds
This abstract explores the widespread use of mobile money in regions lacking traditional banking infrastructure. Despite its efficiency, the technology faces challenges from malicious actors who exploit social engineering for scams and frauds in the absence of robust security measures. Addressing this gap, the paper introduces a fresh approach employing reinforcement learning techniques like Q-learning and Markov decision processes, along with deep reinforcement learning algorithms such as deep Q-learningThe proposed method aims to create models that understands and counteract phishing attacks by identifying optimal sequences of attacker actions through reinforcement learning and deep reinforcement methods. Real-world attack scenarios encountered at Orange and MTN telecoms are used for experimentation, comparing the effectiveness of reinforcement learning and deep reinforcement learning algorithms. RL exhibited better learning performance compared to DRL.Q-learning was found to have superior learning quality and faster execution time than certain DRL algorithms. Also, Some DRL algorithms were identified as beneficial in improving the understanding of scammer-victim interactions during mobile payments..

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE T Sundararajulu , Y UJVITHA, P lakshman sai kiran, E ARUN, K LOKESH, and L G KAVITHA. "Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 5359-5364
MLA T Sundararajulu , Y UJVITHA, P lakshman sai kiran, E ARUN, K LOKESH, and L G KAVITHA. "Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 5359-5364.
APA T Sundararajulu , Y UJVITHA, P lakshman sai kiran, E ARUN, K LOKESH, & L G KAVITHA. (2024). Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 5359-5364.
Chicago T Sundararajulu , Y UJVITHA, P lakshman sai kiran, E ARUN, K LOKESH, and L G KAVITHA. "Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 5359-5364.
Oxford T Sundararajulu , Y UJVITHA, P lakshman sai kiran, E ARUN, K LOKESH, and L G KAVITHA. 'Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 5359-5364. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Unveiling_Moblie_Money_Phishing_Scam_Employing_Reinforcement_Learning_Strategies_ijariie23578.pdf (Accessed : ).
Harvard T Sundararajulu , Y UJVITHA, P lakshman sai kiran, E ARUN, K LOKESH, and L G KAVITHA. (2024) 'Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 5359-5364IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Unveiling_Moblie_Money_Phishing_Scam_Employing_Reinforcement_Learning_Strategies_ijariie23578.pdf (Accessed : )
IEEE T Sundararajulu , Y UJVITHA, P lakshman sai kiran, E ARUN, K LOKESH, and L G KAVITHA, "Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 5359-5364, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Unveiling_Moblie_Money_Phishing_Scam_Employing_Reinforcement_Learning_Strategies_ijariie23578.pdf [Accessed : ].
Turabian T Sundararajulu , Y UJVITHA, P lakshman sai kiran, E ARUN, K LOKESH, and L G KAVITHA. "Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver T Sundararajulu , Y UJVITHA, P lakshman sai kiran, E ARUN, K LOKESH, and L G KAVITHA. Unveiling Moblie Money Phishing Scam Employing Reinforcement Learning Strategies. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 5359-5364. Available from: https://ijariie.com/AdminUploadPdf/Unveiling_Moblie_Money_Phishing_Scam_Employing_Reinforcement_Learning_Strategies_ijariie23578.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Exploring the Intersection between Nigeria’s Cyber policy and National Security: An Examination of International Cooperation, Legal Frameworks and Regulatory ComplianceCyber security and legal frameworksAmaefule I.A Download
IoT-Based Elderly Emergency Health Monitoring System integrated with a Smart Ambulance mechanismInformation TechnologyRJ Shinde Download
Decentralized Voting System Using Ethereum BlockchainInformation Science and EngineeringDr. D. SIVAKUMAR Download
Enhancing Historical Consciousness through Digital Storytelling among Grade 11 General Academic Strand Students of Purisima National High School”SOCIAL SCIENCECHARITY P. CANONIGO Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning,TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
WEALTH: YOUR SMART EXPENSE TRACKER AND FINANCIAL ADVISORInformation TechnologyPratiksha Mankar Download
Brain Tumor DetectionBrain Tumor Detection Using PythonPallavi Gajbhiye Download
SUVIDHA An E-commerce website for Local LaboursInformation Technology Aman Milind Mandape Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning, TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
EDUNEXUS – A Student Development ApplicationInformation TechnologyNamrata Kanhole Download
Review on Festagram: An Event Management System for CollegesInformation science and engineeringAdarsh Download
Deep Learning Based 3D Object Detection and Pose EstimationComputer EngineeringPayal Behune Download
AI-Based Dynamic Route Generation and Optimization Using Real-Time Traffic and Road ParametersInformation Technology EngineeringAniket Ubale Download
SMART EXPIRY DATE TRACKER WITH FOOD RECOMMENDATIONSInformation Science and EngineeringMr Pradeep Nayak Download
A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTSInformation Science and EngineeringKratika Sudarshan Halankar Download
12