Anti-virus (AV) solutions are security tools designed to detect, prevent, and remove malicious software, including viruses, worms, trojans, and other forms of malware. These solutions operate by scanning files, applications, and system memory for known and emerging threats, using signature-based detection, heuristic analysis, and behavioral monitoring techniques. Core capabilities of anti-virus software include real-time protection, scheduled scanning, automatic updates of malware definitions, and quarantine or removal of detected threats. Some solutions also offer additional features such as email scanning, web protection, and integration with endpoint management systems. The technical scope of AV tools is primarily focused on endpoint devices, including desktops, laptops, and servers, providing a foundational layer of defense against common malware threats. Anti-virus solutions are widely used by organizations of all sizes, as well as individual users, to maintain baseline protection for endpoints and comply with security policies or regulatory requirements. While anti-virus tools focus on malware detection and removal, they differ from broader endpoint protection platforms (EPP) and endpoint detection and response (EDR) solutions, which may include advanced threat hunting, incident response, and analytics capabilities. Cyberin provides a platform for security professionals to discover and compare anti-virus solutions tailored to their organizational needs.