Traditional security measures help minimize breaches. However, with attacks getting more sophisticated and advanced, there is a need for security teams to get ahead of the attackers. LinkShadow uses UEBA techniques to analyze behavior of employee devices inside the organization, as well as, users connected to the organization's network from the outside. Any unusual behavior coming from endpoints is identified and then recorded. In the same way, entities inside the organization, and connected to the organization from outside, are analyzed and vulnerabilities are identified. The data is then correlated to determine if there is any malicious activity enabling security leaders to implement remediation procedures quickly.