Using Artificial Intelligence for Securing Against Malware

Better detection and mitigation of malware helps enterprises stay ahead of the threats to their data. Leveraging the ability of monitoring a large pool of data for patterns, Artificial Intelligence (AI) accurately examines the behavior of threats, attackers and system users. It has been seen that the use of artificial intelligence can advance the security measures by as much as 400% to protect the internal systems of enterprises.

Combining the modeling of both good and bad behavior with AI can save enterprises from even the most advanced malware attacks. This helps enterprises in both threat trapping and hunting. In threat trapping, models of bad behavior like signatures are used to identify malware with the help of passive technologies. On the other hand, good-behavior technologies utilize proactive behavior monitoring, malware-hunting tools to detect anomalies like:
  • Overuse of certain resources such as memory or CPU
  • Connections to host with which target had no past communication
  • Unusual timing of logins
  • Invocation of programs that were never used before
As the behavior of malware is constantly changing, behavior modeling is a never ending process. What AI can automatically do for the security of enterprises is something humans manually cannot. Unlike humans, AI doesn’t tire and can automatically generate baseline models of normal behavior, as well as scale in extraordinary ways in order to handle large data assets.

Many resource and technical challenges of detecting advanced malware can be solved by using AI for developing good-behavior models. Let us now see some of the ways in which AI secures enterprises against malware:

  1. Identifying all vulnerable internal systems of an enterprise by determining what is valuable for attackers.
  2.  AI algorithms can identify where threats target a system by using a combination of what is known about the malware and what is learnt every day.
  3. Any previously undetected user activity can be identified by evaluating user behavior in various applications such as email, etc.

Artificial intelligence will increasingly play a more important role as malware detection tools continue to evolve. Also, the recent advances in AI technology will reduce the reliance on human assistance.

While it is true that the use of artificial intelligence can effectively save enterprises from malware attacks, it is important to only opt for artificial intelligence services from the leading cloud service providers in India having globally recognized certified consultants with rich expertise in deploying state-of-the-art AI solutions which are proven to secure enterprises from even the most advanced malware attacks.

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