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A browser extension based anti-phishing system. Check out at https://thesis-cs.ddns.net/

Experimental Nature and Academic Purpose
SomethingPhishy is an experimental plugin developed for an undergraduate thesis. As such, it is designed to collect and transmit data for research and academic purposes. The information gathered, including the history of scanned URLs and current URLs, is used solely for the development, testing, and evaluation of the plugin's functionality.
Limitations and Disclaimer

SomethingPhishy is experimental in nature and may undergo changes or updates during the course of academic research.
The plugin is not intended for commercial use or distribution beyond the scope of the undergraduate thesis project.
Users are encouraged to provide feedback and report any issues related to the plugin's functionality.