GitHub - MesutGuven1/ML4CS-Machine-Learning-for-Cyber-Security: Codes used in "ML for Cyber Security" Course

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
IDS_KDD.py		IDS_KDD.py
IDS_KDD_Dataset.ipynb		IDS_KDD_Dataset.ipynb
IDS_KDD_Dataset.py		IDS_KDD_Dataset.py
ML4CS_W1.ipynb		ML4CS_W1.ipynb
ML4CS_W1_Python_Basics.ipynb		ML4CS_W1_Python_Basics.ipynb
ML4CS_W2_DT.ipynb		ML4CS_W2_DT.ipynb
ML4CS_W2_KNN.ipynb		ML4CS_W2_KNN.ipynb
ML4CS_W2_Performance_Metrics.ipynb		ML4CS_W2_Performance_Metrics.ipynb
ML4CS_W3_pcap_feature_extraction.ipynb		ML4CS_W3_pcap_feature_extraction.ipynb
ML4CS_W4_Ensemble.ipynb		ML4CS_W4_Ensemble.ipynb
ML4CS_W5_MNIST_Classifier.ipynb		ML4CS_W5_MNIST_Classifier.ipynb
ML4CS_W6_ dogs_vs_cats_with_augmentation.ipynb		ML4CS_W6_ dogs_vs_cats_with_augmentation.ipynb
ML4CS_W6_.ipynb		ML4CS_W6_.ipynb
ML4CS_W6_CNN.ipynb		ML4CS_W6_CNN.ipynb
ML4CS_W8_TL_on_Air_Image.ipynb		ML4CS_W8_TL_on_Air_Image.ipynb
ML4CS_W8_Transfer_Learning.ipynb		ML4CS_W8_Transfer_Learning.ipynb
ML4CS_w10_nlp_embeddings_and_sentiment.ipynb		ML4CS_w10_nlp_embeddings_and_sentiment.ipynb
ML4CS_w11_Gpt2_Malware_detection.ipynb		ML4CS_w11_Gpt2_Malware_detection.ipynb
ML4CS_w12_Phishing_Detection.ipynb		ML4CS_w12_Phishing_Detection.ipynb
ML4CS_w13_Predicting_Credit_Card_Fraud.ipynb		ML4CS_w13_Predicting_Credit_Card_Fraud.ipynb
ML4Cs_w10__nlp_prepare_larger_text_corpus.ipynb		ML4Cs_w10__nlp_prepare_larger_text_corpus.ipynb
readme		readme

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This part consists of severaal ML techniques implementation on cybersecurity cases.

Codes used in "ML for Cyber Security" Course

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