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

By: GoBeyond Team
July 27, 2025
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 Buildots Uses AI and 360-Degree Cameras to Monitor Construction Progress and Ensure Compliance
Construction
How Parker Health Group Improved Decision-Making with a Data Analytics Platform
Healthcare & Medical
How Scotiabank Leverages Google Cloud AI to Deliver Predictive Banking and Award-Winning Chatbot Experiences
Finance & Banking
How Cosabella Increased Revenue by 155% and ROAS by 336% Using Albert AI for Paid Search and Social Campaigns
Retail & E-commerce
How QuantaTech Innovations Uses AI to Generate and Update Technical Documentation at Scale
Technology & SaaS
How Litslink Uses AI-Driven Personalized Learning and Virtual Simulations to Enhance Medical Staff Training
Healthcare & Medical

🤖 Chat with AI

Type...