Neutralize Cyber Threats with Darktrace’s Unsupervised Machine Learning Technology

Unsupervised machine learning technology is bringing about a new age of cyber defense.
Traditional defenses are known to secure against threats that are known, but can’t stop previously unseen ones. Once past perimeter defenses, these emerging threats usually remain active inside the network for extended periods of time and are near-impossible to detect. Unsupervised machine learning technology is now empowering companies to neutralize never-before-seen threats in real time.

CyVent is a Certified Partner of Darktrace, a global leader in machine learning applied to cybersecurity, whose technology can detect and autonomously respond to cyber threats that legacy systems miss. Their “‘Enterprise Immune System” technology has been deployed at thousands of organizations worldwide and leverages unsupervised learning to fight back against cyber threats as they unfold in real time.

Insider threats – malicious or accidental
Zero-day attacks – previously unseen, novel exploits
Latent vulnerabilities – dormant vulnerabilities that are undiscovered, often due to the lack of network visibility
Machine-speed attacks – ransomware and other automated attackers that propagate and/or mutate very quickly and are virtually impossible to stop and neutralize using human-dependent response mechanisms
Silent and stealthy attacks that lurk in networks undetected

This white paper provides insight on why legacy systems are leaving companies exposed and outlines a unique approach to security, which combines unsupervised learning and deep learning for some of the strongest defenses.

Though machine learning in cybersecurity is not uncommon, most solutions rely on a supervised approach that requires knowledge of past attacks. Darktrace’s unsupervised machine learning identifies trends in data, without human input, to stay up to date and detect even the most innovative attackers.

From ransomware to data breaches to attacks against the IoT and cloud, Darktrace spots anomalies and prevents attacks from spreading before they turn into a devastating security breach.

  • Download “Machine Learning in the Age of Cyber AI” from Darktrace
  • Book Your Free Demo

Book Your Free Demo

Let us show you how you can:

Add AI-driven self-defense capabilities to your infrastructure
Detect anomalous activity that bypasses traditional defenses
Identify potential threats including zero-days, insider threats, stealthy attacks before they damage your systems
Receive weekly Threat Intelligence Reports prepared by world-class cyber analysts
Use the mobile app to access CISO reports and manage alerts and actions on-the-go
Request a free 30-day Proof of Value that installs in less than an hour and allows you to experience all the benefits with no strings attached

In addition to discussing the Enterprise Immune System’s technology and functionality,’s and Darktrace’s representatives will be happy to work with you to explore other advanced tools to enhance your existing security environment.

“The incorporation of unsupervised supervised, and deep learning puts Darktrace well ahead of the game.”
“Darktrace has reduced the mean time to detect intrusions by 40%.”Varl bindra, Head of Cyber Defense, Blackhawk Network
“Darktrace acts faster than any security practitioner to prevent damage from attacks such as ransomware.”

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