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New machine learning model sifts through the good to unearth the bad in evasive malware

Credit to Author: Eric Avena| Date: Thu, 25 Jul 2019 16:30:55 +0000

Most machine learning models are trained on a mix of malicious and clean features. Attackers routinely try to throw these models off balance by stuffing clean features into malware. Monotonic models are resistant against adversarial attacks because they are trained differently: they only look for malicious features. The magic is this: Attackers can’t evade a monotonic model by adding clean features. To evade a monotonic model, an attacker would have to remove malicious features.

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MicrosoftSecurity

Preparing your enterprise to eliminate passwords

Credit to Author: Todd VanderArk| Date: Thu, 11 Jul 2019 22:00:16 +0000

If you’re a CIO, a CISO, or any other exec at a company who is thinking about digital security, the user name/password paradigm is more than a hassle, it’s a true security challenge, which keeps many of us up at night. Today, I’m outlining the basic steps necessary to eliminate passwords, with the acknowledgement that we’re still on the journey. I believe we’ve mapped out the right path, but we aren’t finished yet.

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MicrosoftSecurity

Dismantling a fileless campaign: Microsoft Defender ATP next-gen protection exposes Astaroth attack

Credit to Author: Eric Avena| Date: Mon, 08 Jul 2019 16:00:51 +0000

Advanced technologies in Microsoft Defender ATP next-generation protection exposed and defeated a widespread fileless campaign that completely “lived off the land” throughout a complex attack chain that run the info-stealing backdoor Astaroth directly in memory

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Microsoft’s Threat & Vulnerability Management now helps thousands of customers to discover, prioritize, and remediate vulnerabilities in real time

Credit to Author: Eric Avena| Date: Tue, 02 Jul 2019 16:00:13 +0000

I’m excited to announce that Microsoft’s Threat & Vulnerability Management solution is generally available as of June 28! We have been working closely with customers for more than a year to incorporate their real needs and feedback to better address vulnerability management. Our goal is to empower defenders with the tools they need to better…

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