- Cambridge
- in/emreotu
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FraudDetectAI
FraudDetectAI PublicProduction-oriented credit card fraud detection system — tuned XGBoost (PR-AUC 0.85) vs. SMOTE, Isolation Forest, and AutoEncoder baselines, SHAP explainability, FastAPI serving, SQL-backed pipelin…
Jupyter Notebook 1
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AdvancedCyberbullyingDetection
AdvancedCyberbullyingDetection PublicReal-time cyberbullying detection system using a fine-tuned BERT model to classify toxic messages. Integrates a Discord bot with a FastAPI backend deployed on AWS via containers, automatically flag…
Jupyter Notebook
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EmailPhishingDetection
EmailPhishingDetection PublicA real-time phishing email detection system using Machine Learning (SVM, Logistic Regression, Naive Bayes) with FastAPI backend and custom domain deployment.
Jupyter Notebook 1
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RealTimeNIDS
RealTimeNIDS PublicReal-time network intrusion detection system using Zeek flow logs and machine learning (IsolationForest). Detects threats with both signature-based and anomaly-based techniques trained on the CSE-C…
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