Final Year Projects

Advanced Analysis of Learning-Based Spam Email Filtering Methods Based on Feature Distribution Differences of Dataset.

₹5,500.00

Aim:

This study aims to improve the accuracy of spam email detection by leveraging the advanced contextual capabilities of the DistilBERT model for text classification.

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BGL-PhishNet: Phishing Website Detection Using Hybrid Model-BERT, GNN, and LightGBM

Python, Machine Learning

₹5,500.00

Aim: This study aims to develop an efficient and scalable system for multi-class classification of URLs into Phishing, Benign, Defacement, and Malware categories using the lightweight and context-aware DistilBERT model.

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Deep Learning Algorithms for Cyber-Bulling Detection in Social Media Platforms

Python, Cybersecurity, Cyber Security

₹5,500.00

To improve the accuracy and efficiency of cyberbullying detection in social media text by utilizing an advanced machine learning model (DistilBERT) that overcomes ambiguity and classification challenges.

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Integrating Sentiment Analysis with Machine Learning for Cyberbullying Detection on Social Media

Python, Explainable AI

₹5,500.00

Aim:

To improve the accuracy and efficiency of cyberbullying detection in social media text by utilizing an advanced machine learning model (DistilBERT) that overcomes ambiguity and classification challenges.

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DistilBERT

Advanced Analysis of Learning-Based Spam Email Filtering Methods Based on Feature Distribution Differences of Dataset.

BGL-PhishNet: Phishing Website Detection Using Hybrid Model-BERT, GNN, and LightGBM

Deep Learning Algorithms for Cyber-Bulling Detection in Social Media Platforms

Integrating Sentiment Analysis with Machine Learning for Cyberbullying Detection on Social Media

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