Aeglix Mind

Aeglix Mind, a free URL threat scanner designed for everyday people in Africa and the Gulf, offers a comprehensive threat intelligence ecosystem that gets smarter with each scan. The product, accessible through aeglixmind.com, provides a straightforward interface built on FastAPI and Tailwind CSS, enabling users to scan suspicious links and receive instant risk scores ranging from LOW to HIGH.

The scanner, known as HAsH Guardian, operates by querying seven global threat intelligence providers simultaneously, in addition to a custom machine learning (ML) model trained on over 500,000 real phishing and legitimate URLs. Upon flagging a URL as suspicious, HAsH Guardian triggers an autonomous cybersecurity agent to conduct a thorough investigation.

This agent, equipped with three specialized open-source AI models, performs various checks such as domain registration history, page content inspection, SSL certificate verification, and brand impersonation detection.

HAsH Guardian's investigation process is transparent, allowing users to witness each step of the analysis in real-time. The tool evaluates four layers of protection, ranging from direct threats like phishing and malware to more nuanced risks such as data harvesting and time-delayed threats. Regardless of the site's initial legitimacy, HAsH Guardian provides clear, non-technical explanations for any identified risks.

Three independent data streams continuously enhance the ML model's accuracy: agent discoveries, live threat intelligence feeds, and scanner scan history. All data undergoes a confidence score filter, ensuring only verified and confirmed threats contribute to the model's training. This iterative self-improvement ensures that HAsH Guardian becomes increasingly adept at identifying threats over time, thereby fostering a safer online environment for users in Africa and the Gulf.