This is a phishing URL detector machine learning project for ML lab done by B - 36 & 41.
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Apr 9, 2024 - Jupyter Notebook
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phishing-urls-detection
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I have taken dataset from kaggle for phishing url detection https://www.kaggle.com/datasets/taruntiwarihp/phishing-site-urls/data and extracted different features from urls and them trainind ANN model on those features which given in notebook.
machine-learning deep-learning artificial-neural-networks artifical-intelligense phishing-urls-detection phishing-pages-detection phishing-sites-detection phishing-urls-dataset
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May 16, 2024 - Jupyter Notebook
The project aimed at deploying a best ML model to detect the phishing URL's from Random forest, Decision tree, Naive Bayes, Xgboost, Grade-boost classifiers.
machine-learning ml naive-bayes-classifier decision-tree-classifier gradient-boosting random-forest-classifier phishing-detection phishing-websites xgboost-classifier phishing-urls-detection
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Apr 21, 2024 - Jupyter Notebook
MIST Machine Leaning in Cybersecurity Workshop Code Dump Repository
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Apr 3, 2024 - Jupyter Notebook
python machine-learning scikit-learn machine-learning-algorithms jupyter-notebook phishing pandas scikitlearn-machine-learning phishing-urls phishing-urls-detection phishing-urls-dataset
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Nov 30, 2024 - Jupyter Notebook
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