AI-Driven Phishing Detection and Awareness

As cyber threats continue to rise, individuals and businesses face growing risks from phishing attacks.This project introduces an AI-driven Phishing Detection and Awareness Platform, designed to provide a comprehensive and interactive approach to phishing awareness, detection, and prevention.Developed as a web-based solution, the platform integrates phishing detection (AI), password breach checking, email analysis, URL scanning, and user awareness training.The phishing detection module analyzes emails and URLs using fine-tuned transformer models, while the breach checker leverages the HaveIBeenPwned API.quizzes and interactive simulations enhance user training, ensuring engaging and practical learning.Additionally, the platform includes real-time alerts, detailed reports, and secure data storage to strengthen cybersecurity measures.By offering an all-in-one, accessible, and AI-powered security solution, this project empowers users to recognize, prevent, and respond to phishing threats more effectively.

Publication Details

Journal
IJARCCE
Published
2025-05-02
DOI
https://doi.org/10.17148/ijarcce.2025.14480
Primary Topic
Spam and Phishing Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Driven Phishing Detection and Awareness

IJARCCE
Spam and Phishing Detection
article

AI-Driven Phishing Detection and Awareness

article en

Abstract

As cyber threats continue to rise, individuals and businesses face growing risks from phishing attacks.This project introduces an AI-driven Phishing Detection and Awareness Platform, designed to provide a comprehensive and interactive approach to phishing awareness, detection, and prevention.Developed as a web-based solution, the platform integrates phishing detection (AI), password breach checking, email analysis, URL scanning, and user awareness training.The phishing detection module analyzes emails and URLs using fine-tuned transformer models, while the breach checker leverages the HaveIBeenPwned API.quizzes and interactive simulations enhance user training, ensuring engaging and practical learning.Additionally, the platform includes real-time alerts, detailed reports, and secure data storage to strengthen cybersecurity measures.By offering an all-in-one, accessible, and AI-powered security solution, this project empowers users to recognize, prevent, and respond to phishing threats more effectively.

IJARCCEVol. 14(4)
Openalex Percentile: Top 88%
Spam and Phishing Detection
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