Does Abnormal work with Google Workspace and Microsoft 365?

Yes — Abnormal integrates via API with both, protecting complex, multi-domain campus environments without MX changes.

How does behavioral AI stop campus account takeover?

Abnormal models normal behavior across students, faculty, staff, and vendors and flags the moment an account is taken over — containing lateral phishing across distributed campuses.

Can Abnormal stop impersonation that passes SPF, DKIM, and DMARC?

Yes. Authentication only proves a message was sent correctly, not that it's legitimate. Abnormal recognizes when a known sender is behaving abnormally and stops payloadless impersonation that authentication lets through.

How does Abnormal meet FERPA and pass procurement review?

Abnormal is built for education data privacy and is GovRAMP Moderate authorized to streamline procurement.

What happens if Abnormal flags a legitimate email?

False positives are rare and explained; legitimate research, admissions, or student mail can be released instantly, and the model adapts.

Education

Modernize Higher Education Cybersecurity with Abnormal AI

Higher education is in the middle of a major digital evolution. Abnormal delivers AI-native protection built for the complexity and scale of campus environments.

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Leading Universities and Colleges Trust Abnormal AI to Make Automated, Critical Security Decisions

Of 2024 education data breaches were malware attacks

Verizon Data Breach Investigations Report, 2025

$0M

Average cost of a data breach in the education sector

IBM Cost of a Data Breach Report, 2025

Frequency of engagement with VEC attack messages in the education sector

Abnormal Data, 2025

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The Challenge

Colleges and Universities Confront Growing Security Challenges

AI-Powered Attacks Target the Human Layer

Attackers use generative AI to draft polished phishing emails impersonating deans, financial aid officers, and IT help desks.

Campus Connectivity Increases Risk

Modern universities rely on email to connect distributed campuses, departments, and external partners, creating more entry points for attackers.

Modern Threats Expose Detection Limits

Sophisticated attacks test the limits of legacy, rule-based detection, leaving higher ed teams reacting to alerts instead of preventing risk.

How It Works

Behavioral AI for Higher Education

Protect Every Identity Across the Extended Campus

Universities run on email across staff, faculty, students, alumni, vendors, and partner institutions — one of the widest attack surfaces in any industry. Abnormal baselines normal behavior for every one of those identities and relationships, so the student information, intellectual property, and research data behind them stay protected.

Catch What Legacy Defenses and Training Cannot

Credential phishing, ransomware, business email compromise, and account takeover routinely get past signature-based gateways. Abnormal detects them behaviorally instead of by known indicators, so protection never depends on thousands of students recognizing an attack — closing the exposure behind FERPA violations, IP theft, and financial loss.

Deploy in Minutes and Remediate Automatically

Abnormal integrates with Microsoft 365 and Google Workspace in minutes and uses thousands of signals across identity, behavior, and content to separate legitimate messages from real threats. Detection and remediation run automatically, so lean central IT teams protect faculty, staff, and students without adding headcount.

Our Impact