Classification of Phishing Attacks from OSINT Data Using Naive Bayes Algorithm for Enhanced Cyber Situational Awareness

Key Points

• The aim is to classify phishing attacks using OSINT (Open Source Intelligence) data with the Naive Bayes algorithm to enhance cyber situational awareness.
• Utilized OSINT data for analysis
• Employed the Naive Bayes algorithm for classification
• Conducted evaluations to measure effectiveness
• The Naive Bayes algorithm effectively classified phishing attacks.
• Enhanced accuracy and speed in identifying threats was noted.
• Findings indicate a significant improvement in cyber situational awareness.