An AI-Driven Intrusion Detection System Was Put Into Place to Safeguard Cloud Infrastructure Against Potential Threats.
Keywords:
Intrusion Detection System (IDS), Feature Selection Algorithm (FSA),Machine Learning, Network SecurityAbstract
One of the most prominent examples of a contemporary intrusion detection system is the Intrusion Detection System (IDS). Preventing unwanted access to networks, safeguarding sensitive data, and creating an additional layer of security are key objectives of this program. Hosts and networks are safeguarded from danger by intrusion detection systems (IDS), which check all network traffic for harmful material and notify administrators of any suspicious behavior. And alarm systems may be set to go off when they sense something out of the norm. A plethora of new markets have mushroomed thanks to the meteoric rise of the Internet. Examples of such developing industries include big data, cloud computing, and the internet of things (IoT).


