MargDarshak AI — Phishing Guard

MargDarshak AI is a privacy-first, hybrid AI security guard for your browser designed by Indian Cyber Security Solutions. It protects users from zero-day phishing attacks, credential harvesting, brand impersonation, and deceptive domains using both on-device DOM analysis and cloud threat intelligence. Key Security Features: • Advanced DOM Heuristics: Identifies formless password fields, hidden inputs, and third-party credential form actions. • Typosquatting & Brand Spoofing Protection: Detects homograph attacks and subtle character manipulations in website URLs. • Privacy-First On-Device Engine: Performs instant local AI evaluation before making external threat intelligence checks. • Real-time Threat Feeds: Cross-references live URL metrics against global intelligence databases. Designed for individuals and enterprise security teams needing fast, reliable web protection.