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Developing a Google Chrome Extension for Detecting Phishing Emails
- Source :
- EPiC Series in Computing.
- Publication Year :
- 2021
- Publisher :
- EasyChair, 2021.
-
Abstract
- Phishing is a fraudulent attempt where attackers trick the victims into disclosing sensitive information under pretenses. This research project aims to develop a Google Chrome extension to detect phishing emails. We firstly collected a number of phishing email samples. Then we used text mining techniques to find out the words that are important in phishing emails. Next, we developed a classifier model that the Chrome extension will use to detect phishing emails using those words. The next step was to test the extension with phishing email samples and standard (non-phishing) email samples. After that, the evaluation metrics were collected. We found our extension was able to identify phishing emails and non-phishing emails with a relatively high degree of accuracy.
Details
- ISSN :
- 23987340
- Database :
- OpenAIRE
- Journal :
- EPiC Series in Computing
- Accession number :
- edsair.doi...........721afa2e27291a8141d8792e6b2d7854