Uniquely fingerprint every user, service, account, and machine across the enterprise and employ unsupervised learning to flag when user and machine activity patterns shift.
Cybersecurity
NVIDIA Morpheus
Reduce the time and cost to identify, capture, and act on threats and anomalies.
What Is NVIDIA Morpheus?
As cybersecurity threats continue to escalate and diversify, organizations need new ways to address them. Cybersecurity is a data problem—but collecting and analyzing all data across a network in real time is cost-prohibitive and difficult—unless accelerated AI is used.
NVIDIA® Morpheus is a GPU-accelerated, end-to-end AI framework for enterprise developers to build, customize, and scale cybersecurity applications anywhere—at a lower cost. The Morpheus development framework can be expressed as an API, which provides the power to analyze large volumes of data in real time for faster detection, and extends the capabilities of human analysts with generative AI for optimal efficiency.
Explore the Benefits of NVIDIA Morpheus
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Executives
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Developers
100% Visibility of Data for Real-Time Threat Detection
Morpheus GPU acceleration delivers the highest performance—at a massive scale—enabling enterprises to inspect and analyze all data and traffic across the entire network, including data center, edge, gateway, and centralized compute.
Boost Efficiency With Generative AI
By integrating generative AI powered by NVIDIA NeMo™, Morpheus extends the capabilities of security analysts, allows for faster automated detection and response, generates synthetic data to train AI models that more accurately identify risks, and runs “what-if” scenarios to prevent potential threats.
Accelerated Performance at a Lower Cost
The only cybersecurity AI framework to leverage inferencing and GPU acceleration at scale—up to 600X faster than CPU-only solutions—reducing time to detect from weeks to minutes, while drastically lowering operational costs.
All-in-One AI-Powered Cybersecurity
A GPU-accelerated all-in-one SDK toolkit that employs AI to address various cybersecurity use cases and simplify manageability. Deploy your own, or use pre-built models to predict and detect threats, combat phishing and ransomware attacks, and implement security copilots with generative AI capabilities.
Enterprise-Grade AI
Security, reliability, and manageability are critical for enterprise-grade AI. NVIDIA AI Enterprise, an end-to-end, cloud native software platform, accelerates data science pipelines and streamlines development and deployment of production-grade AI applications, including generative AI, computer vision, speech AI, and more.
Easy Development and Deployment
Morpheus is available as open source through GitHub, and integrates AI frameworks and tools that make it easier for developers to build cybersecurity solutions—from data preparation to training, inference, and at-scale deployments. For a quick jumpstart, Morpheus also offers pre-trained workflows and models for various cybersecurity use cases.
Versatile and Flexible
Morpheus is the only cybersecurity framework capable of leveraging a data processing unit (DPU) to view all traffic and log files across the entire network. Morpheus can handle an extremely wide variety of data types and can be deployed in the cloud, at the edge, or in the data center. Developers can easily integrate existing models with Morpheus for inferencing, or swap in newer models without interruption to their pipeline.
Real-Time Telemetry
Morpheus provides streaming data ingest tools for high-volume, high-velocity, low-latency data stores, and receives telemetry from network devices, log sources, traditional file stores, structured data stores, and anything else with easy-to-write custom stages. Integrating the framework into third-party cybersecurity offerings brings the world’s best AI computing to all networks.
Use Cases of Morpheus
Digital Fingerprinting
CVE Risk Analysis Using RAG
Sensitive Information Detection
Ransomware Detection
Phishing Detection
Fraudulent Transaction and Identity Detection
Accelerate Development Time With AI Workflows
NVIDIA cybersecurity AI workflows help users get started with building AI-based cybersecurity solutions. The workflows package NVIDIA AI frameworks with training and inference pipelines, Helm charts for cloud-native deployment, and guidance on how to train and customize the solution for a specific use case. The workflows can reduce development time and lower costs, improve accuracy and performance, and bolster confidence in AI outcomes.
Detect Cybersecurity Threats As They Appear
Learn how the digital fingerprinting AI workflow can reduce time to detect cybersecurity threats from weeks to minutes.
Improve Spear Phishing Detection
Find out how NVIDIA uses generative AI and Morpheus to improve detection of spear phishing emails by 20 percent—with less than a day of training.
Starting Options
Get Started With NVIDIA Morpheus
Use the right tools to help you build and deploy AI-based cybersecurity solutions.
Begin Developing with Open-Source Code or AI Workflows
For individuals looking to access Morpheus’ open-source code and packaged AI workflows for development, there are two options to get started for free:
Try Before You Buy
For enterprises looking to try Morpheus before purchasing NVIDIA AI Enterprise for production, there are two options to get started for free:
Cybersecurity AI Framework
Morpheus provides a framework for performing real-time inference across massive amounts of cybersecurity data.
Morpheus is data agnostic and can send and receive telemetry data from multiple sources, as well as directly from an NVIDIA BlueField DPU, allowing continuous, real-time, and variable feedback that can affect policies, rewrite rules, adjust sensing, and perform other actions.
Bring Your Own Model
Integrate Existing Code
Easily integrate your existing models with Morpheus for inferencing. Swap in newer models without interruption to your pipeline.
Common Formats Supported
Use common deep learning frameworks like ONNX, PyTorch, TensorFlow, and NVIDIA TensorRT™ with support from NVIDIA Triton™ Inference Server. Forest inference is also supported via the RAPIDS Forest Inference Library.
Monitor Model Performance
Get real-time metrics on model performance with interoperability between your MLOps platform.
Fine-Tune Scripts
Increase accuracy and reduce false positives by using base scripts that can be customized for your environment.
Built for Customized Integrations
Easily integrate with existing security information and event management (SIEM), security orchestration, automation, and response (SOAR), visualization, or graph tools.
Resources
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Training
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Analyst Report
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Community
Featured
NVIDIA Morpheus AI Framework Revolutionizes Cybersecurity
Enterprise Management Associates (EMA), a leading industry analyst firm, describes how Morpheus enables the cybersecurity industry to build more accurate and efficient AI solutions.
Next Steps
Ready to Get Started?
Find the right license to build and deploy AI-based cybersecurity solutions or explore more development resources.
Get in Touch
Talk to an NVIDIA product specialist about moving from pilot to production with the assurance of security, API stability, and support with NVIDIA AI Enterprise.
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