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NBAD technology/techniques are applied in a number of network and security monitoring domains including: (i) Log analysis (ii) Packet inspection systems (iii) Flow monitoring systems and (iv) Route analytics. NBAD has also been described as outlier detection, novelty detection, deviation detection and exception mining. [2]
Within the field of service management, an event may notify that a Service-Level Objective is not met for a given customer, for example. Within the field of security management, the management platform is usually known as the Security Information and Event Management (SIEM), and event correlation is often performed in a separate correlation ...
XDR integrates threat intelligence and telemetry data from multiple sources with security analytics to provide contextualization and correlation of security alerts. XDR must include native sensors, and can be delivered on-premises or as a SaaS offering. Typically, it is deployed by organizations with smaller security teams.
Traffic analysis method can be used to break the anonymity of anonymous networks, e.g., TORs. [1] There are two methods of traffic-analysis attack, passive and active. In passive traffic-analysis method, the attacker extracts features from the traffic of a specific flow on one side of the network and looks for those features on the other side of the network.
User behavior analytics (UBA) or user and entity behavior analytics (UEBA), [1] is the concept of analyzing the behavior of users, subjects, visitors, etc. for a specific purpose. [2] It allows cybersecurity tools to build a profile of each individual's normal activity, by looking at patterns of human behavior , and then highlighting deviations ...
Behavioral analytics can be useful for authentication as for security purposes. [1] It uses non-identifiable but individually unique factors to confirm who the user is. The identity of the user is authenticated in the background using factor such as mouse movement to typing speed and habits , login history network detail like IP address ...
Google Analytics is an example of a popular free analytics tool that marketers use for this purpose. [12] Those interactions provide web analytics information systems with the information necessary to track the referrer, search keywords, identify the IP address, [13] and track the activities of the visitor. With this information, a marketer can ...
The security of two-key cryptography depends on mathematical questions in a way that single-key cryptography generally does not, and conversely links cryptanalysis to wider mathematical research in a new way. [citation needed] Asymmetric schemes are designed around the (conjectured) difficulty of solving various mathematical problems.