Return to page

USE CASE

Cyber-threat detection

Objective

  • Help information security teams reduce risk and improve their security posture efficiently and effectively

  • Automate threat detection across large numbers of devices, attack vectors, and data silos

Outcome

  • Continuous assessment of asset inventory to gain a complete and accurate view of devices, users and applications with access to IT systems

  • Models that can detect and respond to deviations from the norm, even with noisy data

  • Prediction models that will assess where and how a company is most likely to be breached, so planning and resource allocation can be directed toward weak points in the IT system 

  • Explainability of model recommendations and analysis for security operations leaders, CISOS, auditors and Board of Directors

Business Value

  • Get up to date knowledge of global and industry level threats to help prioritize defense systems

  • Prevent cyber threat incidents and respond quicker/better when they do happen, improving OPEX

  • Free up limited cybersecurity teams to focus on complicated cases, while AI takes care of routine tasks

H2O's AI and Data Approaches

  • Classification Models that can identify threatening vs non threatening events and actors

  • Anomaly detection, entry classification, domain generation detection

  • Unsupervised learning for unlabeled data, clustering data based on anomalies

  • Analyze large data sets of events to identify many different types of threats (eg, malware, ransomware, email phishing, malicious code downloads)

  • Train neural networks to tell the difference between malicious and safe files

  • Use images to train classifier neural networks to detect malware in .doc and .pdf files

  • Bias reduction models

 

Resources

Get Started with H2O.ai for Free

Start Your 90-day Free Trial Today

Get free, hands-on experience with the H2O AI Cloud. The H2O AI Cloud is an end-to-end platform that enables organizations to rapidly build world-class AI models and applications in the cloud or on premises.

Request an H2O AI Cloud Demo

We’re here to help you get started with H2O AI Cloud. Our demos will walk you through the capabilities of the platform and AI applications. We will help you determine how H2O AI Cloud can solve your organization’s specific challenges.