bag-of-visual-words bagofvisualwords c45-decision-tree csharp dotnet-framework feature-descriptors feature-extraction image-descriptors information-security kmeans-clustering machine-learning random-forest svm threat-intelligence

Anti-Phishing - Threat Intelligence

Program modes

For precomputing given image dataset:

ph.exe -dataset ..\phishIRIS_DL_Dataset -mode precompute

For training and testing precomputed samples:

ph.exe -dataset ..\phishIRIS_DL_Dataset -mode trainval

You can find more detail in the assignment report!

download link of the phishIRIS_DL_Dataset: link
directory of precomputed files: \PH\bin\Debug\pre-computed
directory of dataset: \PH\bin\phishIRIS_DL_Dataset

About

BBM465*ASG4 - In this experiment, we did visual analysis using image files consisting of screenshots. With the threat intelligence module we produced for anti-phishing, we completed website brand classification with screenshots of phishing websites.

bag-of-visual-words bagofvisualwords c45-decision-tree csharp dotnet-framework feature-descriptors feature-extraction image-descriptors information-security kmeans-clustering machine-learning random-forest svm threat-intelligence

Languages

Language:C# 100.0%