Problem Statement
Continuously monitor and detect threats, Deploy a tool like Falco
When you deploy an image you may also deploy a security threat, and images can become quickly insecure as new threats are discovered and disclosed. To continuously monitor and detect threats, you can deploy a tool like Falco.
PS Number: PSCCV010
Domain Bucket: Cloud Computing
Category: Software
Dataset : NA
Malicious hackers looking for an easy victim might be considerably hindered by making sure your limitations are rigorous and that your firewall is well-protected against remote access.
Background of the Problem
Threats to your IT infrastructure come in all shapes and sizes. The online world can be a treacherous place and we want to make sure that you have the tools, knowledge, and perspective to keep your IT infrastructure safe & sound. The majority of threat detection systems are enhanced or are based on machine learning processes, which provide automation and autonomous capabilities to the system.
Objective
Ensuring your restrictions are robust and that you have strong firewall protections against remote access can significantly reduce the ability of malicious hackers looking for an easy target. They are not going to keep attacking you if you have support and restrictions in place because there are many other targets that will require less time and work to attack.
Summary
Machine learning models help improve threat detection processes by introducing automation and autonomous capabilities into the process. Typically, the process involves setting up data mining and classification, as well as user profiling. Then you can create a behavioral model that continuously monitors and analyzes the operation and generates insights, prompts alerts, and performs actions that defend your network, systems, and assets.