Digital Forensics using Machine Learning

• Analyzing Email Content with Kmeans & MNB

• Analyzing Images with LinearSVC (Grayscale + Hog)

• Analyzing URLs with RandomForest (TF-IDF + Entropy-XFeatures)

Unsupervised Dataset: https://www.kaggle.com/datasets/wcukierski/enron-email-dataset

Supervised Dataset: enron_spam_data_label.csv

Graphic Image Classification Dataset: Public DaSCIS.es Image Dataset

URL Dataset: url_data_mega_deep_learning_checked.csv