August 2019
Intermediate to advanced
342 pages
9h 35m
English
Content preview from Hands-On Artificial Intelligence for Cybersecurity
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Host Intrusion Detection Systems
The task of Host Intrusion Detection Systems (HIDS) is to detect possible intrusions affecting host machines within an organization, especially the machines that are considered critical. To this end, HIDS monitors some of the system metrics that are supposed to be significant for identifying possible attacks, such as system information associated with the following system metrics:
- Number and type of running processes
- Number, type, and creation of user accounts
- Kernel modules loading (device drivers included)
- File and directory activity
- Task scheduler activity
- Registry key modification
- Background processes (daemons and services)
- Operating system (OS) modules loaded at startup
- Host network activity
Typically, ...
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