The datasets are used to determine if a file behavior is malicious or benign.
Data mining is a way of analyzing information and making predictions based on the identification of patterns in large datasets. The data mining method is another newcomer to the antivirus scene. The behavioral-based approach can even identify previously unseen malware and look at an application’s potential to perform harmful functions. Any atypical behaviors identified are indicative of a virus or malware, so the program with the atypical behaviors will be quarantined and deleted by the antivirus. For example, behavioral detection methods will compare an operating system’s functions to those of another program being executed on the computer.
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Here is a brief look at how antivirus software works today: Behavioral DetectionĪ relative newcomer to the cornucopia of virus detection techniques, behavioral detection differs from traditional methods in that instead of looking at what a piece of software is, it looks at what it does. To accomplish this, today’s antivirus software use several methods to protect devices and data. In fact, antivirus software must now protect against not just viruses, but also malware, ransomware, phishing, spam, hacking, spyware and more. To combat the continuously evolving landscape of cybersecurity threats, antivirus software has been changing and expanding its scope to include a host of different tactics and strategies for protecting your computers, networks, and smart devices.
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