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Named ‘Technology Pioneer’ by the World Economic Forum, Darktrace is one of the world’s leading cyber threat defense companies. Its Enterprise Immune System technology detects and responds to previously unidentified threats, powered by machine learning and mathematics developed by specialists from the University of Cambridge. Without using rules or signatures, Darktrace is uniquely capable of understanding the ‘pattern of life’ of every device, user and network within an organization, and defends against evolving threats that bypass all other systems. Some of the world’s largest corporations rely on Darktrace’s self-learning technology in sectors including energy and utilities, financial services, telecommunications, healthcare, manufacturing, retail and transportation. Darktrace is headquartered in Cambridge, UK and San Francisco, with offices in Auckland, Boston, Chicago, Dallas, London, Los Angeles, Milan, Mumbai, New York, Paris, Seoul, Singapore, Sydney, Tokyo, Toronto and Washington D.C.
The Enterprise Immune System: Unsupervised Machine Learning for Advanced Cyber Defence Hayley Turner | Darktrace | Wed 26th Apr 13:40 - 14:10
The Enterprise Immune System: Unsupervised Machine Learning for Advanced Cyber Defence
From insiders to sophisticated external attackers, the reality of cyber security today is that the threat is already inside. A fundamentally new approach to cyber defence is now being used to automatically detect and respond to threats - before they escalate.
Based on unsupervised machine learning and probabilistic mathematics developed by specialists from the University of Cambridge, Enterprise Immune System technology is capable of detecting and remediating emerging threats on the network, without using rules or signatures. Installed at the heart of the network, Darktrace continually learns the ‘pattern of life’ of every network, device and user, identifying abnormal behaviours as they emerge. As an entirely self-learning system, Darktrace can furthermore use its understanding of ‘normal’ to automatically fight back against in-progress attacks, in a highly targeted manner.
Rules and signatures are not keeping pace with today’s rapidly evolving cyber-attacks. Across 2,000 deployments worldwide, Darktrace is proven to spot threats that would otherwise go unnoticed within the noise of the network – from insider threat to ransomware, IoT hacks to long-term cyber espionage.
Time / Place
Wed 26th Apr 13:40 to 14:10
Cyber Threat Intelligence Theatre
Enterprise Immune System
This white paper discusses the challenges of the threat landscape, the limitations of legacy security approaches, and Darktrace's new approach to cyber defense.
EnterpriseImmuneSystem_WhitePaper_Darktrace.pdf 5.89 MB
Industrial Immune System
A fundamental innovation that views data from an Industrial Control System network in real time, and establishes an evolving baseline for what is normal for operators, workstations and automated systems within that environment.
ICS_WhitePaper_Darktrace.pdf 2.89 MB
Find out why cyber intelligence is critical to allow organisations to achieve the visibility and focus that they need to get ahead of compromises — before they turn into crises.
CyberIntelligence_WhitePaper_Darktrace.pdf 3.32 MB
Learn why good practise is not always good enough in an age of interconnected businesses, global supply chains and porous boundaries, and how a new perspective is required to tackle the problem in a practical and meaningful way.
InsiderThreat_WhitePaper_Darktrace.pdf 1.18 MB