Technical Showcase: How Netacea Developed Intent Clustering Technology

13/10/21

Article Contents

    Malicious bots attack at speed, so it is vital that defenses react quickly to stop them. With reams of requests being processed each minute, distinguishing between malicious and legitimate traffic quickly and accurately requires advanced technology developed with specific expertise.

    To combat the ever-changing and increasingly aggressive bot threat landscape, Netacea wanted to add adaptive real-time anomaly detection to its bot management offering. To augment the project with the highest level of expertise, Netacea embarked on a Knowledge Transfer Partnership (KTP) with the University of Nottingham.

    The KTP resulted in the creation of Intent Clustering (patent pending), an innovative solution to rapid anomaly detection and an important addition to Netacea’s bot management technology suite.

    This report explores in detail how combining machine learning and data science expertise between Netacea and the University of Nottingham resulted in Netacea’s Bot Management Solution evolving to categorize web user intent in real time, allowing customers to block malicious traffic instantly.

    In this report you will learn:

    • What Intent Clustering is and how it enables real-time threat detection and mitigation
    • How the Knowledge Transfer Partnership, funded by UK Research and Innovation through Innovate UK, enabled Netacea to create new technology
    • The tangible business benefits of the project to Netacea, including decreasing the average customer onboarding time whilst reducing overall costs

    Block Bots Effortlessly with Netacea

    Book a demo and see how Netacea autonomously prevents sophisticated automated attacks.
    Book

    Related Research & Reports

    age of offensive AI report from Netacea cover iamge
    Research & Reports
    24/04/24

    Cyber Security in the Age of Offensive AI

    Read analysis into the greatest challenges in incorporating defensive AI, with insights into the future of AI attacks from experts.
    death by a billion bots report from netacea front cover
    Research & Reports
    08/04/24

    Death By a Billion Bots

    Uncover the accumulating business cost of malicious automation in this report from Netacea, gleaned from a major industry survey.
    buyers guide to bot management front cover image
    Research & Reports
    01/03/24

    The Bot Management Buyer’s Guide

    Read our buyer’s guide to learn the crucial questions you must ask any bot management vendor before deciding on your approach to protecting against bot threats.

    Block Bots Effortlessly with Netacea

    Demo Netacea and see how our bot protection software autonomously prevents the most sophisticated and dynamic automated attacks across websites, apps and APIs.
    • Agentless, self managing spots up to 33x more threats
    • Automated, trusted defensive AI. Real-time detection and response
    • Invisible to attackers. Operates at the edge, deters persistent threats
    Book a Demo

    Address(Required)