System to Detect Cloud Security by Using Logging and Intrusion Detection

Abstract

With technology becoming an essential part of modern businesses, these companies face many dangers associated with it. Among them are different types of cybersecurity attacks including unauthorized access. Other examples of such cybersecurity attacks include phishing, malware attacks, and intrusion attacks. This research proposes a Cloud Security Detection System that employs the methods of log analysis, intrusion detection and Artificial Intelligence to detect and prevent cyber threats. The proposed system uses various types of logs, which may include data about system activity, network flow, and user activity, to detect suspicious activities.
With the help of machine learning and Natural Language Processing methods, the Cloud Security Detection Systems can detect problems or any malicious acts performed by hackers and intruders on the web. The Cloud Security Detection Systems can perform this task fast. Moreover, the Cloud Security Detection Systems use Intrusion Detection Systems to detect any signs of intrusion attempts. The Cloud Security Detection Systems will also analyze previous incidents to make sure that there was no intrusion before.
Apart from the ability to identify cyberattacks, the Cloud Security Detection Systems can send out notifications and respond to any dangerous situations without human assistance. The Cloud Security Detection Systems use the technique of analysis to detect any cyberattacks. In this way, they are able to identify such attacks more accurately and decrease the rate of false positives. The Cloud Security Detection Systems were implemented. They functioned effectively and detected many cyber threats.
The Cloud Security Detection Systems use machine learning and Natural Language Processing to detect problems or phishing attempts and other malicious acts committed by hackers. The Cloud Security Detection Systems can perform this task fast. Moreover, the Cloud Security Detection Systems employ Intrusion Detection Systems to find out whether anyone tries to gain access to the cloud infrastructure without authorization. The Cloud Security Detection Systems will also analyze previous instances of intrusion to determine whether there was any in the past.
In addition, the Cloud Security Detection Systems will issue notifications and respond when something suspicious occurs. The Cloud Security Detection Systems can do all this fast as there will be no need for human interference. Finally, the Cloud Security Detection Systems use analysis to detect any cyber threats. As a result, it becomes easier to detect such threats more accurately and decrease the rate of false positives. The Cloud Security Detection Systems were implemented and performed successfully.

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