Applying Machine Learning to Improve Your Intrusion Detection System

Security analysts can train intelligent intrusion detection systems to distinguish between normal and malicious traffic by creating generic data sets.

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Leapfrog the Skills Shortage and Security Intelligence Challenge With Cognitive Security

Cognitive security solutions dig through structured and unstructured data to deliver deep insights and patterns and empower CISOs to make better decisions.

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Improve Threat Classification Accuracy With Supervised Machine Learning

Supervised machine learning can free up security analysts to respond to actual threats instead of sifting through endless streams of false positives.

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Improve Threat Classification Accuracy With Supervised Machine Learning

Supervised machine learning can free up security analysts to respond to actual threats instead of sifting through endless streams of false positives.

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User Behavior Analytics: Perfect for Analysis but Not Security

User behavior analytics are great for identifying and monitoring cyberthreats, but not for defending or recovering critical assets.

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User Behavior Analytics: Perfect for Analysis but Not Security

User behavior analytics are great for identifying and monitoring cyberthreats, but not for defending or recovering critical assets.

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Using Cognitive Security to Fight the Cybersecurity Borg

IT teams face a security landscape that is, like the Borg in “Star Trek,” persistent and technologically superior. Cognitive security is IT’s best hope.

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With AI2, Machine Learning and Analysts Come Together to Impress, Part 3: The Experiment

Two researchers performed an experiment based on billions of log lines that demonstrated the importance of domain expertise in machine learning analysis.

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With AI2, Machine Learning and Analysts Come Together to Impress, Part 2: The Algorithms

AI2 uses an “analyst-in-the-loop” system to improve itself and a “human-in-the-loop” system to create examples to be used in iterative training algorithms.

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Augmented Intelligence: Making the Case for Cognitive Security

Augmented intelligence solutions enable security analysts to examine previously unthinkable amounts of data with the helps of cognitive technology.

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