Darktrace Enterprise Immune System
Cyber AI Platform
Darktrace Enterprise Immune System
Darktrace’s Enterprise Immune System learns normal ‘patterns of life’ to discover unpredictable cyber-threats, while delivering visibility across your dynamic workforce — from cloud and SaaS to endpoints and the corporate network.
- Learns on the job
- Detects novel attacks at their earliest stage
- Installs in under an hour
- Cuts investigation time by 92%
Powered by Darktrace’s world-leading AI, the Enterprise Immune System combines real-time threat detection, digital visualization, and advanced investigation capabilities in a single, unified system that is easy to install. Based on the principles of the human immune system, the solution is self-learning, detecting novel threats without using prior assumptions of what ‘malicious’ activity looks like.
Detects the unpredictable
Leverages self-learning AI to spot novel attacks and insider threats
Learns ‘on the job’
Understands the DNA of your business as it evolves, learning and adapting continuously
Protects workforce behavior
Correlates insights across multiple silos via an open and extensible architecture
Covers the Entire Enterprise
Darktrace’s platform approach means that the Enterprise Immune System protects data and systems wherever they are, correlating its insights across diverse environments. This includes:
Limitations of Traditional Security Solutions
Perimeter controls are dependent on signatures and rules – if they miss an attack at the point of entry, they have failed and cannot take further action. Legacy systems such as firewalls, endpoint security methods and other tools such as SIEMs and sandboxes are becoming insufficient to counter the speed and sophistication of attacks.
Powered by unsupervised Machine Learning, the Enterprise Immune System works by forming a complex understanding of what is ‘normal’ for your environment as it evolves. Instead of relying on signatures, the Enterprise Immune System establishes a ‘pattern of life’ for the entities in your infrastructure – users, devices, clouds and containers, and uses this knowledge to identify anomalous activity.
With an intuitive and easy-to-use graphical interface, threat visualization and investigations are simplified. The Threat Visualizer provides real-time visibility of your entire environment, it enables your team to focus on the highest-priority threats, while giving you the option to drill down into more detail.
Cyber AI Analyst
Cyber AI Analyst combines the expertise of world-class human analysts with the speed and scale of AI. Powered by various forms of machine learning, the Cyber AI Analyst learns from a rich data set built up over thousands of deployments. By learning how expert humans investigate threats, the Cyber AI Analyst augments human teams by forming hypotheses and reasoning to conclusions at a speed and scale that no human ever could, conducting expert investigations at machine speeds to provide automated, triaged threat reports.
Unsupervised Machine Learning
Darktrace AI is powered by unsupervised machine learning, which can uncover rare and previously unseen deviations in network behaviors. Unlike supervised approaches, unsupervised machine learning does not require labeled training data, and is able to identify key patterns and trends in the data without the need for human input.
Founded with the vision of delivering the world’s first autonomous cyber defense platform, Darktrace uses unsupervised machine learning algorithms to analyze digital activity at scale, and makes billions of probability-based calculations from the evidence it sees. This approach allows it to form an understanding of the ‘normal’ behaviors of devices, users and networks which evolves with your business, and detect deviations from this evolving ‘pattern of life’ that may point to a developing threat.
AI cyber security that adapts to the unknown
Darktrace delivers autonomous and adaptive protection across diverse systems and distributed users. It detects both known and unknown threats as they emerge.
Trusted by thousands of companies
Over 4,000 organizations rely on Cyber AI to protect their dynamic workforce and diverse digital infrastructure.
The Enterprise Immune System can be deployed and extended seamlessly, scaling up or down as needed and instantly adapting to new and unfamiliar systems across globally distributed businesses.
Detecting the unpredictable
Without relying on fixed baselines or prior assumptions, the Enterprise Immune System learns normal ‘patterns of life’ for every user, device, and all the complex relationships between them. By continuously revising its understanding in light of new evidence, the system spots subtle deviations and detects advanced attacks that other tools miss, from zero-days and insider threats, to ransomware, compromised credentials, and cloud-based attacks.
Unifying the digital patchwork
Digital ecosystems and the security stacks designed to defend them have never been more fragmented. With its evolving understanding of ‘self’, Darktrace Cyber AI addresses this challenge, unifying workforce behavior. This enriches AI threat detection with enterprise-wide context and leaves attackers with nowhere to hide. The system’s open architecture also enables seamless integrations with disjointed defenses, instantly ingesting disparate data sources and sharing bespoke Darktrace intelligence with existing investments.
Autonomous AI protection with the Enterprise Immune System.
Deployed in minutes, results in hours and days.
Client Sensors: Extending visibility to the disconnected endpoint
To cover branch offices and remote workers off the VPN, Darktrace can now deploy lightweight Client Sensors on a range of managed endpoints. This allows the system to analyze real-time traffic of remote workers in the same way it analyzes traffic in the network, correlating a web of connections to develop an evolving understanding of workforce behavior.
Client Sensors provide much-needed visibility of suspicious activities occurring off the VPN — from insider threats and compliance issues, to latent strains of malware that could move laterally when employees reconnect.
AI cyber security for cloud
The Enterprise Immune System learns and analyzes workforce behavior wherever it emerges, from clouds and coffee shops, to branch offices and the corporate HQ. Cloud-only and hybrid deployments provide robust AI protection that understands the users behind cloud accounts and containers.
See how Darktrace defends your dynamic workforce across AWS, Google Cloud and Azure environments.
Open architecture and integrations
Darktrace was designed with an open and extensible architecture that seamlessly plugs into established workflows and existing investments. One-click integrations and custom templates provide end-users with simple mechanisms to quickly extend coverage and share Darktrace intelligence with the rest of the stack.
The Darktrace Immune System is an AI-native platform that delivers self-learning cyber defense and AI investigations, and seamlessly integrates with other tools via an open and extensible architecture.
Unifying enterprise defenses in the face of evolving threats and exploding complexity has never been more critical — nor more difficult to achieve. Today’s digital business is characterized by distributed users, diverse applications, and disjointed point solutions that are nearly impossible to harmonize. Yet with Cyber AI, security teams can protect their dynamic workforce across multiple siloes, while enhancing the value of existing investments through shared intelligence and active integrations.
The Darktrace Immune System harnesses an open architecture to seamlessly plug into a diverse ecosystem as it evolves. With one-click integrations and custom templates, the platform can ingest new forms of telemetry, share bespoke AI insights across established workflows, and interoperate with a wide range of technologies to deliver Autonomous Response across email systems, inline defenses, and collaboration platforms.
Key Benefits of Darktrace’s Open Architecture
- Enable one-click integrations for seamless extension
- Share bespoke AI insights with SIEM, SOAR, and downstream ticketing systems
- Extend visibility via native integrations with cloud and zero-trust technologies
- Activate Autonomous Response via active integrations with firewalls and preventative controls
- Extensive API support for data ingestion and asset and alert output across your security ecosystem
Download the Darktrace Enterprise Immune System Datasheet (.PDF)