A Phishing Detection Chrome Extention powered by Machine Learning Phishing involves fraudulently obtaining sensitive information through deceptive websites. Detecting phishing sites is challenging due to their short-lived nature. Machine learning, particularly the random forest classifier, shows promise in improving detection. Implementing a browser plugin for real-time detection is effective for end users. Existing plugins face limitations in language and resource access. To address privacy concerns and reduce latency, a Chrome browser plugin is being developed to classify phishing sites locally without relying on external servers.
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Download Extentions and Unzip it
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After installing run those command
step - 1
cd ./Phishshield/Master/backend/dataset
. Run Preprocessing file
python preprocess.py
step - 2
cd ./Phishshield/Master/backend/classifier
. Run training file
python training.py
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Go to extention menu and turn on "Developer Mode"
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Select "Load Unpacked" and load "Frontend" folder.
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Your are ready to go