https://github.com/ugurcanerdogan/anti-phishing
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.
https://github.com/ugurcanerdogan/anti-phishing
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
Last synced: over 1 year ago
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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.
- Host: GitHub
- URL: https://github.com/ugurcanerdogan/anti-phishing
- Owner: ugurcanerdogan
- Created: 2022-12-31T08:33:32.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2023-01-05T22:05:38.000Z (over 3 years ago)
- Last Synced: 2025-02-12T12:55:17.926Z (over 1 year ago)
- Topics: 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
- Language: C#
- Homepage:
- Size: 9.54 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 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](https://github.com/ugurcanerdogan/Anti-Phishing/blob/master/report/report.pdf)!
- download link of the phishIRIS_DL_Dataset: [link](https://web.cs.hacettepe.edu.tr/~selman/phish-iris-dataset/)
- directory of precomputed files: \PH\bin\Debug\pre-computed
- directory of dataset: \PH\bin\phishIRIS_DL_Dataset