├── LICENSE ├── README.md ├── app.db ├── assets └── image-20250415113055225.png ├── dataset ├── balanced_dataset │ ├── test.csv │ ├── test.txt │ ├── train.csv │ ├── train.txt │ ├── val.csv │ └── val.txt ├── balanced_dataset_new │ ├── combined_dataset.csv │ ├── legitimate_urls.csv │ ├── phishing_urls.csv │ ├── test.csv │ ├── train.csv │ └── val.csv └── top100k_cc.csv ├── environment.yaml ├── instance └── phishing_detection.db └── src ├── __init__.py ├── __pycache__ ├── __init__.cpython-312.pyc ├── admin.cpython-312.pyc ├── auth.cpython-312.pyc ├── auth_app.cpython-312.pyc ├── auth_app.cpython-39.pyc ├── dl_models.cpython-38 (2).pyc ├── dl_models.cpython-38.pyc ├── dl_models.cpython-39 (2).pyc ├── dl_models.cpython-39.pyc ├── dl_web.cpython-312.pyc ├── dl_web.cpython-39.pyc ├── forms.cpython-312.pyc ├── forms.cpython-39.pyc ├── history.cpython-312.pyc ├── models.cpython-312.pyc ├── models.cpython-39.pyc └── run.cpython-312.pyc ├── auth_app.py ├── dl.py ├── dl_models.py ├── dl_run.py ├── dl_test.py ├── dl_web.py ├── forms.py ├── ml.py ├── ml_results ├── KNeighbors │ └── 20250402_050230 │ │ ├── accuracy_plot (2).png │ │ ├── accuracy_plot.png │ │ ├── confusion_matrix (2).png │ │ ├── confusion_matrix.png │ │ ├── loss_plot (2).png │ │ └── loss_plot.png ├── LogisticRegression │ └── 20250402_043822 │ │ ├── accuracy_plot (2).png │ │ ├── accuracy_plot.png │ │ ├── confusion_matrix (2).png │ │ ├── confusion_matrix.png │ │ ├── loss_plot (2).png │ │ └── loss_plot.png ├── RandomForest │ ├── 20250402_043912 │ │ ├── confusion_matrix (2).png │ │ └── confusion_matrix.png │ ├── 20250402_043913 │ │ ├── accuracy_plot (2).png │ │ ├── accuracy_plot.png │ │ ├── loss_plot (2).png │ │ └── loss_plot.png │ ├── 20250402_055528 │ │ ├── accuracy_plot (2).png │ │ └── accuracy_plot.png │ └── 20250402_055529 │ │ ├── confusion_matrix (2).png │ │ └── confusion_matrix.png └── SVM │ ├── 20250402_040216 │ ├── accuracy_plot (2).png │ ├── accuracy_plot.png │ ├── confusion_matrix (2).png │ ├── confusion_matrix.png │ ├── loss_plot (2).png │ └── loss_plot.png │ └── 20250402_054339 │ ├── accuracy_plot (2).png │ ├── accuracy_plot.png │ ├── confusion_matrix (2).png │ ├── confusion_matrix.png │ ├── loss_plot (2).png │ └── loss_plot.png ├── models.py ├── static ├── css │ ├── all.min.css │ ├── animate.min.css │ ├── bulma.min.css │ └── custom.css ├── fonts │ ├── fa-brands-400.woff2 │ ├── fa-regular-400.woff2 │ └── fa-solid-900.woff2 ├── img │ ├── 1744703865196.jpg │ ├── 1744703865196.png │ ├── 1744703876180.jpg │ ├── 1744703888661.jpg │ ├── 1744703900936.jpg │ ├── czj.jpg │ ├── hh.png │ ├── lzy.png │ ├── my.jpg │ ├── tms.png │ ├── wts.png │ ├── zcy.png │ └── zyt.png └── js │ └── chart.min.js └── templates ├── admin_edit_user.html ├── admin_history.html ├── admin_users.html ├── base.html ├── change_password.html ├── home.html ├── index.html ├── index_1.html ├── index_2.html ├── index_3.html ├── login.html ├── profile.html └── register.html /LICENSE: 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