How Cylance Prevents Zero-Day Attacks and Insider Threats Using AI

By: GoBeyond Team
August 10, 2026
3 min read
AI case study for Cylance – zero-day threat prevention with AI

Quick Overview

Cylance employs AI to analyze file and application characteristics before execution, predicting and blocking malicious threats including zero-day malware. Behavioral analysis monitors user activity deviations to detect insider threats, leveraging a model trained on billions of data points.

Cylance (BlackBerry)
Cylance (BlackBerry)
Company Size
~1,000 employees
Revenue Range
Estimated $200M+ annual revenue
Primary Challenge
Need to detect and block novel malware and insider threats before execution to prevent breaches
Key Metrics

- High-precision threat prevention
- Blocked numerous zero-day attacks
- Reduced insider threat risks

The Problem

Traditional antivirus and detection methods were ineffective against sophisticated, previously unknown malware and insider threats.

The Solution

Utilized AI and machine learning models trained on vast datasets to predict malicious intent pre-execution and behavioral analytics to identify insider threats.

Results

- Significant reduction in malware infections
- Early detection and prevention of zero-day attacks
- Improved insider threat visibility and mitigation
- Reduced security operations workload

“Cylance’s AI has transformed our endpoint security, stopping threats before they can execute.”

Details

Industry
Technology & SaaS
Departments
IT & Security
Use Cases
Cybersecurity
Tags
Predictive Modeling
Cost Reduction
Marketing Teams
AI Tools Used
No items found.
Sources
https://www.umetech.net/blog-posts/successful-implementations-of-ai-in-cyber-defensehttps://www.linkedin.com/pulse/case-study-role-artificial-intelligence-network-ayvon-joseph-biji-u6a7e

More Case Studies

See All
How Foodpanda Uses Staple AI to Automate Multi-Format Invoice Processing and Reduce Errors
Manufacturing
How The Serafen Group Reduced Staffing Costs by 40% Using ZyraTalk’s AI Chat for Order Handling
Retail & E-commerce
How STACK Media Boosted Website Visits by 61% and Reduced Bounce Rate by 73% Using BrightEdge AI
Marketing & Advertising
How Guru’s AI Knowledge Base Enhances Enterprise Search, Content Recommendations, and Automated Maintenance
Technology & SaaS
How Volkswagen Increased Dealership Sales by 20% and Reduced Campaign Costs with AI Forecasting
Manufacturing
How Woebot Uses AI Chatbot to Deliver Accessible Cognitive Behavioral Therapy and Reduce Anxiety and Depression Symptoms
Mental Health

🤖 Chat with AI

Type...