Phishing Detector-phishing email detection tool

Introduction to Phishing Detector

Phishing Detector is a tool designed to combat phishing attacks by identifying malicious emails and websites through advanced machine learning and deep learning algorithms. Its primary function is to detect phishing attempts, which are fraudulent schemes aiming to steal sensitive information such as passwords, credit card details, or personal identity data by masquerading as a trustworthy entity in electronic communications. The core functionality revolves around leveraging artificial intelligence (AI) techniques like Convolutional Neural Networks (CNNs), Long Short-Term Memory (LSTM), Recurrent Neural Networks (RNNs), and Bidirectional Encoder Representations from Transformers (BERT). The design of Phishing Detector ensures high detection accuracy while adapting to evolving phishing tactics. An example scenario is detecting a fraudulent email disguised as a legitimate bank request for account verification. The system's purpose is to prevent such attacks, protect individuals and organizations, and mitigate financial and reputational losses.