Darktrace is a cybersecurity company that applies self-learning artificial intelligence to detect, respond to, and investigate cyber threats across an organization's entire digital ecosystem. Founded in 2013 by mathematicians and AI researchers from the University of Cambridge, and headquartered in Cambridge, United Kingdom, Darktrace pioneered the use of unsupervised machine learning for cybersecurity. Its core technology uses a self-learning AI approach inspired by the human immune system, which learns the normal patterns of behavior for every user, device, and network within an organization and then identifies deviations that may indicate threats. This approach enables Darktrace to detect novel and insider threats that have never been seen before, without relying on predefined rules, signatures, or prior knowledge of specific attack types. The Darktrace ActiveAI Security Platform provides coverage across multiple domains. Darktrace DETECT identifies threats across cloud, email, network, endpoint, identity, and operational technology environments. Darktrace RESPOND takes autonomous action to contain threats in real time, neutralizing attacks within seconds while minimizing disruption to normal business operations. Darktrace HEAL assists with incident recovery and simulation of future attacks. Darktrace PREVENT provides proactive security posture management by identifying vulnerabilities and attack paths before they are exploited. The platform also incorporates Cyber AI Analyst, an AI investigation tool that automatically triages alerts, conducts investigations, and produces human-readable incident reports, reducing the workload on security operations center analysts. Darktrace serves over 9,000 organizations worldwide across all industries and sizes. The platform is delivered as a SaaS solution or can be deployed on-premises, with pricing based on the number of users or devices monitored. Darktrace offers custom enterprise pricing and free trials for evaluation.

AI 分析工具

Darktrace 通过其自学习 AI 提供深度安全分析，该 AI 持续为组织数字环境中的每个实体建模。其 Cyber AI Analyst 自动化威胁调查并生成人类可读的报告，而可视化工具使安全团队能够探索网络活动、攻击时间线和异常行为模式。

AI自动化工具

Darktrace RESPOND 提供自主威胁响应功能，能够在数秒内采取行动来控制和消除网络攻击。该平台通过 Cyber AI Analyst 自动化威胁调查，该分析师对警报进行分类、关联相关事件并生成完整的事件报告，大大减少了安全运营团队的手动工作量。

AI网络安全

Darktrace 是一个先驱性的 AI 网络安全平台，使用受人类免疫系统启发的自学习 AI 来检测和应对网络威胁。其无监督机器学习模型学习组织中每个用户和设备的正常行为模式，使其能够识别新型威胁、内部攻击和零日漏洞，而无需依赖特征库或预定义规则。