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General Security Discussions
Machine Learning and malware: The next big thing in cybersecurity?
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<blockquote data-quote="ForgottenSeer 58943" data-source="post: 762094"><p>I see a few different potentials.</p><p></p><p>I see a place for default-deny at the doorstep, but also behind that AI based antimalware prowling the system to guard for anything that could arrive on back channels and/or be allowed past the default-deny. </p><p></p><p>Another place where it will all likely evolve are situations like Chromebook/ChromeOS where there isn't any user space available for execution of any threat. Fortinet Appliances secure themselves in a similar fashion in that there simply isn't any user space accessible in any fashion, thus your result is a secure ecosystem on the appliance. </p><p></p><p>Those are the two scenarios where I think all of this is heading. I like the idea of a default-deny and/or restricted execution environment combined with something like Cylance keeping tabs on activity within the closed ecosystem 'just in case' and to improve awareness of file activity/changes. Even if you are in a default-deny situation you are may have to update products at some point, that's where the AI products might prove handy.</p></blockquote><p></p>
[QUOTE="ForgottenSeer 58943, post: 762094"] I see a few different potentials. I see a place for default-deny at the doorstep, but also behind that AI based antimalware prowling the system to guard for anything that could arrive on back channels and/or be allowed past the default-deny. Another place where it will all likely evolve are situations like Chromebook/ChromeOS where there isn't any user space available for execution of any threat. Fortinet Appliances secure themselves in a similar fashion in that there simply isn't any user space accessible in any fashion, thus your result is a secure ecosystem on the appliance. Those are the two scenarios where I think all of this is heading. I like the idea of a default-deny and/or restricted execution environment combined with something like Cylance keeping tabs on activity within the closed ecosystem 'just in case' and to improve awareness of file activity/changes. Even if you are in a default-deny situation you are may have to update products at some point, that's where the AI products might prove handy. [/QUOTE]
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