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In advance of next week’s big RSA data security show in San Francisco, we’ve received a bevy of security product announcements from companies leveraging data analytics, AI, behavior analytics and machine learning to automate threat detection, many of them touting breach prevention, rather than post-breach investigation, capabilities.

“While most of this is not totally new, we expect to see step-function progress in the use of these techniques and technologies,” said consulting firm Ovum (which released a report on security trends to watch), adding that advanced security tools also help address security staffing challenges. “The security staffing and skills shortage continues and grows wider, which makes one wonder how the established MSSPs and vendors keep their skilled staff.”


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