Phishing Websites Features Classification Based on Extreme Learning Machine (ELM)

Safeguard Your Browsing: Detect Phishing Websites with Extreme Learning Machine Precision!

Phishing Websites Features Classification Based on Extreme Learning Machine (ELM) is an advanced cyber-security solution that utilizes the power of machine learning to detect and classify phishing websites. By analyzing specific features such as URL structure, domain age, and content anomalies, this system effectively differentiates between legitimate and malicious websites. The Extreme Learning Machine (ELM) algorithm excels at rapid learning from vast datasets, enabling the system to swiftly identify phishing attempts in real-time, reducing the risk of users falling victim to online scams or identity theft.             

The ELM-based model processes a wide range of website characteristics, quickly recognizing fraudulent patterns frequently associated with phishing attacks. Its lightweight yet powerful architecture allows for faster classification compared to traditional methods, making it ideal for real-time applications. As cyber threats evolve, this system continuously improves by adapting to new techniques used by attackers.