Machine Learning and AI Tools

Machine learning and Al tools enhance security operations, track performance, metrics, and post emerging threats, that defenders must anticipate and counter.

Mainstream information security tools

They also alert for many more types and consolidate, filter, and present information possibilities of threats to the organization. to analysts based on preestablished risk The tools need to be tuned to alert for and performance criteria. specific areas and items; otherwise, the tools may be making decisions that do not

Machine learning (ML) meet the needs of the organization. The and Al tools are now being operational needs of the organization must be understood and considered, especially

integrated into the more

the overall cost to the organization.

sophisticated infrastructures to identify patterns of

Conversely, ML and Al tool sets are widely malicious behavior that had available, and open-source projects have provided developers with the ability not been preestablished to integrate ML and Al functionality by the rule sets, key into their attacks. This "arms race" is performance indicators forcing security systems vendors and (KPls), and key risk indicators organizations to continue research and development of advanced technologies

(KRIs).

to defend their information assets. The potential to exploit any technology for good or evil depends entirely on the motivations of the attacker.