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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]
Several algorithms exist to help with analysis of data – Dijkstra's algorithm, breadth-first search, and depth-first search. Link analysis focuses on analysis of relationships among nodes through visualization methods (network charts, association matrix). Here is an example of the relationships that may be mapped for crime investigations: [3]
The goal of a security assessment (also known as a security audit, security review, or network assessment [1]), is to ensure that necessary security controls are integrated into the design and implementation of a project. A properly completed security assessment should provide documentation outlining any security gaps between a project design ...
Different levels of analysis include: function level - sequences of instruction. file or class-level - an extensible program-code-template for object creation. application level - a program or group of programs that interact. The scope of the analysis determines its accuracy and capacity to detect vulnerabilities using contextual information. [8]
Some security experts feel that including the "Discoverability" element as the last D rewards security through obscurity, so some organizations have either moved to a DREAD-D "DREAD minus D" scale (which omits Discoverability) or always assume that Discoverability is at its maximum rating.
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.
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 ...
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