Behavioral Analytics - Exabeam

Powerful Behavioral Analytics

Behavioral analytics baseline the normal behavior of users and devices with histograms, to detect, prioritize, and respond to anomalies based on risk.

Baseline user and device behavior

Exabeam offers industry-leading user and entity behavior analytics (UEBA) that baselines the normal behavior of users and devices with histograms to detect, prioritize, and respond to anomalies based on risk. Understanding normal allows you to detect the behaviors missed by other tools, such as lateral movement, privilege escalation, credential swapping, and more.

Baseline user and device behavior
Advanced Analytics

Advanced Analytics

The Advanced Analytics feature offers over 1,800 detection rules and 750-plus behavioral models to baseline normal behavior and identify anomalies and threats, such as credential-based attacks, lateral movement, and ransomware activity.

To understand normal behavior and detect anomalies as normal keeps changing, all user and device activities get baselined. Risk-based prioritization uses machine learning to automatically assign risk scores to all events, prioritizing triage, investigation, and response for key incidents and automatically visualizing these events within Smart TimelinesTM that show full event flows and activities to inform the next right action. Smart Timelines help detect lateral movement by organizing incidents to follow attack activity, credentials use, or permission changes within your environment. This enables you to find and address the threats others tools miss, uplevel your security team speed and performance, and stay ahead of your adversaries.

Smart Timelines

Exabeam baselines normal activity for all users and entities, sorting all notable events visually and chronologically within an automated Smart Timeline. The timeline conveys the complete history of an incident and scores the risk associated with each event, saving an analyst from writing hundreds of queries.

Smart Timelines™
Dynamic Alert Prioritization

Dynamic Alert Prioritization

Dynamic Alert Prioritization applies machine learning to automate third-party alert prioritization by infusing third-party security events with context from UEBA to dynamically identify, prioritize, and escalate the alerts which require the most attention. Classifying alerts provides a starting point for the analyst to begin the triage process, focusing human time and resources on the alerts of highest risk to the organization.

Anomaly Search

Anomaly Search is a simplified search experience for Exabeam-triggered events across the data repository. It offers a drop-down menu for easy query construction against the list of events to determine and declare incidents. Anomaly Search pairs behavior-based TTP detection with known indicators of compromise (IoCs) to enhance an analyst’s threat hunting capability. The solution provides a flexible search capability across a variety of different objects, such as sessions, rules, users, assets, MITRE TTPs, anomaly identification, and cases.

Anomaly Search
>90%

of breaches

Percentage of breaches involving compromised credentials.

14

MITRE ATT&CK® categories

Coverage for all ATT&CK categories, including 101 techniques and 180 sub-techniques.

2500+

rules and models

Over 1,800 rules, including cloud infrastructure security, and over 750 behavioral model histograms that automatically baseline normal behavior of users and devices.

Frequently Asked Questions

Question: Can Advanced Analytics detect a user that changes credentials?

Answer: Exabeam has the ability to follow attacks if they move laterally by way of changing devices, IP addresses, or credentials by presenting the entire attack chain without any gaps or missing pieces where lateral movement occurred.

Question: Can Advanced Analytics compare a user’s behavior to that of its peers?

Answer: Dynamic Peer Grouping uses machine learning to assign users to groups based on their behavior, and then compares their activity against the behavior of those groups with the goal of identifying anomalous, risky activity. Dynamic peer grouping is able to augment data in Active Directory and can group users based on any common interaction with the IT system, for example a commonly used application, office location, manager, and more.

Question: How does Exabeam determine an alert is high priority?

Answer: Exabeam automates the prioritization of third-party security alerts and Exabeam triggered alerts with machine learning that understands the rarity of an alert, how often it was fired, among other factors. Exabeam then classifies alerts by priority levels to help discover which alerts are most critical to an organization and need to be reviewed first.

Trusted by organizations
around the world

“The alerts we’re seeing are not coming out of there because it’s defined use cases, but rather from the behavioral aspects, this is something that we wouldn’t catch with traditional solutions.”

Christophe Rome

General Manager of Information Systems | Business Brain Showa-Ota Inc. Telecommunications

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Exabeam Security Analytics

FEATURE BRIEF

Behavioral Analytics

Exabeam offers powerful behavioral analytics for next-level insights that other tools miss with modern, granular threat detection designed for the most utilized and elusive threat vector – compromised credentials.

5 Ways Exabeam Helps Eliminate Compromised Credential Blindspots

GUIDE

5 Ways Exabeam Helps Eliminate Compromised Credential Blindspots

This guide will show you five ways to leverage Exabeam’s machine learning-powered solution to detect these activities through analytics, including mapping the activities to the MITRE ATT&CK® framework.

The CISOs Response Plan After a Breach

WEBINAR

The CISOs Response Plan After a Breach

Whether you’ve lived through the experience of a previous breach, or are patiently waiting your turn, this webinar will help you navigate the waters of post-breach response for when the inevitable occurs.

The Ultimate Guide to Behavioral Analytics

EBOOK

The Ultimate Guide to Behavioral Analytics

Read this guide to help better understand UEBA and how it can be adopted to improve your overall security posture with faster, easier, and more accurate threat detection, investigation, and response (TDIR).

What else can Exabeam do for you?

At Exabeam, our goal is to help you achieve your business outcomes. Leverage our breadth of experience, resources, and tools to help your security team meet their business goals through deployment and beyond. This goal is our key focus for customers and partners alike.

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Provide your team with the tools and training they need to operate the Exabeam Security Operations Platform. With instructor-led or self-paced training, your employees will learn to maximize the features and functionality of your Exabeam solution and achieve the most value.

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Exabeam was founded on a principle of openness. Our go-to-market and technology partners are critical to our success. Security is a team sport, and our business partnerships are a key component of delivering customer success.

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See New-Scale SIEM in action.

The majority of reported breaches involve lost or stolen credentials. How can you keep up using last-generation tools?

New-Scale SIEM from Exabeam delivers security operations cloud-scale security log management, powerful behavioral analytics, and an automated investigation experience to detect and respond to the threats other tools miss. Whether you need a security log management upgrade, a SIEM replacement, or want to add analytics and automation on top of your legacy SIEM, Exabeam has a path to success.

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