Cyber Safe Voice

The proliferation of cyber threats and phishing attacks has necessitated innovative approaches to user security awareness. This paper presents Cyber Voice Alert, a novel browser extension that provides real-time, multilingual voicebased security warnings to users when they navigate to potentially unsafe websites. The system continuously monitors the user's browsing activity by analyzing URLs in real time. This process involves examining the URL structure, checking the communication protocol, validating security certificates, and applying pattern-matching techniques to identify any suspicious or insecure behavior. Once sufficient data is collected by the monitoring module, it is forwarded to the Threat Analysis Engine for deeper evaluation.