Intelligent Phishing Detection and Mitigation Framework Using Advanced AI Techniques

Abstract

The Ai Based Phishing Detection and Prevention System is a complete artificial intelligence-based solution (AI) techniques to combat the growing threat of phishing attacks. The system aims to identify and prevent fraudulent activities by analysing various aspects of phishing, such as social engineering techniques, deceptive URLs, and malicious content. By leveraging machine learning algorithms and deep neural networks, the system able to examine vast amounts of data and find patterns that indicate potential phishing attacks. It utilizes natural language processing to analyse the content of email messages or website pages, as well as computer vision techniques to identify visual cues commonly used in phishing attacks. The AI system continuously learns and adapts to new phishing techniques by training on real-time data, ensuring its effectiveness in detecting previously unseen threats. To prevent phishing attacks, the system employs a combination of methods, including email filtering, URL analysis, and user awareness training. By analyzing email headers and content, the system can identify suspicious emails and quarantine or block them before they reach the user's inbox. It also conducts real-time analysis of URL links, examining their reputation and comparing them to known phishing URLs. Additionally, the system provides education and awareness training to users, helping them recognize and report potential phishing attacks. Through the integration of AI technologies, this phishing detection and prevention system offers a proactive and powerful defense against the ever- evolving landscape of phishing threats.