STV352: SafeNet - AI Powered Chrome Extension For Website Security

Khairil Azhar Bin Rusaland @ Roslan Universiti Sains Islam Malaysia

Phishing websites are highly harmful as they trick people into giving important information like bank account information and login credentials. Phishing assaults have increased recently in 2023 alone, according to the Anti-Phishing Working Group (APWG), there are more than 1.5 million distinct phishing websites. We present SafeNet, a browser plugin intended to protect users from phishing schemes, in an effort to counteract this growing threat. SafeNet designed to detects and give awareness to the user of the websites risk by using algorithms for machine learning that have been prepared on databases of authentic and fraudulent websites, websites may be assessed in real time for risk. This allows users to be warned before they interact with unsafe website. This intelligent extension ensures safer browsing experiences, significantly preventing the possibility of being a target of phishing schemes.