Enhanced Explainability of Account Takeovers

March 20, 2021

To detect account takeovers, Abnormal Security’s machine learning algorithms utilize many factors related to location, devices, and applications. However, until now, much of that information was not exposed to users. In an effort to be as customer-centric as possible, we're changing that starting today.

We have made significant improvements to the explainability of account takeover cases. Within the product, we added more information to the sign-in cards, including ISP and device trust type. We also highlight why sign-ins are suspicious to provide further information to those reviewing potential account compromises. In the example below, the IP address was very rare for the user and the company, and it is also a proxy, which attackers frequently use to hide their identities.

Additionally, we are surfacing our deep knowledge of sign-in characteristics. For example, analysts can now see the common states from which the user signs in, and what operating systems they typically use. This information can be extremely helpful in terms of judging a case.

Abnormal Security excels in its accuracy in detecting account takeover attacks. Just as importantly, we are on the cutting edge of machine learning explainability so that users can understand why we think an account takeover has occurred.

To learn more about our account takeover functionality, request a demo today.

Image

Prevent the Attacks That Matter Most

Get the Latest Email Security Insights

Subscribe to our newsletter to receive updates on the latest attacks and new trends in the email threat landscape.

Demo 2x 1

See the Abnormal Solution to the Email Security Problem

Protect your organization from the attacks that matter most with Abnormal Integrated Cloud Email Security.

Related Posts

B 05 17 22 Impersonation Attack
See how threat actors used a single mailbox compromise and spoofed domains to subtly impersonate individuals and businesses to coerce victims to pay fraudulent vendor invoices.
Read More
B 05 14 22 Best Workplace
We are over the moon to announce Abnormal has been named one of Inc. Magazine's Best Workplaces of 2022! Learn more about our commitment to our workforce.
Read More
B 05 13 22 Spring Product Release
This quarter, the team at Abnormal launched new features to improve lateral attack detection, role-based access control (RBAC), and explainable AI. Take a deep dive into all of the latest product enhancements.
Read More
B 05 11 22 Champion Finalist
Abnormal has been selected as a Security Customer Champion finalist in the Microsoft Security Excellence Awards! Here’s a look at why.
Read More
Blog series c cover
When we raised our Series B funding 18 months ago, I promised our customers greater value, more capabilities, and better customer support. We’ve delivered on each of those promises and as we receive an even larger investment, I’m excited about how we can continue to further deliver on each of them.
Read More
B 05 09 22 Partner Community
It’s an honor to be named one of CRN’s 2022 Women of the Channel. Here’s why I appreciate the award and what I love about being a Channel Account Manager at Abnormal.
Read More
B 05 05 22 Fast Facts
Watch this short video to learn current trends and key issues in cloud email security, including how to protect your organization against modern threats.
Read More
B 05 03 22
Like all threats in the cyber threat landscape, ransomware will continue to evolve over time. This post builds on our prior research and looks at the changes we observed in the ransomware threat landscape in the first quarter of 2022.
Read More
B 04 28 22 8 Key Differences
At Abnormal, we pride ourselves on our excellent machine learning engineering team. Here are some patterns we use to distinguish between effective and ineffective ML engineers.
Read More
B 04 26 22 Webinar Re Replacing Your SEG
Learn how Microsoft 365 and Abnormal work together to provide comprehensive defense-in-depth protection in part two of our webinar recap.
Read More
Blog mitigate threats cover
Learn about the most common socially-engineered attacks and why these tactics are still so successful—despite a growing awareness from employees.
Read More
B Podcast Engineering8
In episode 8 of Abnormal Engineering Stories, Kevin interviews Saminda Wijegunawardena, an engineering leader who is no stranger to fast-growing enterprise startups.
Read More