Morpheus

Jun 02, 2025

Supercharging Fraud Detection in Financial Services with Graph Neural Networks (Updated)

Note: This blog post was originally published on Oct. 28, 2024, but has been edited to reflect new updates. Fraud in financial services is a massive problem....
10 MIN READ
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May 08, 2025

Applying Autoencoder-Based GNNs for High-Throughput Network Anomaly Detection in NetFlow Data

As modern enterprise and cloud environments scale, the complexity and volume of network traffic increase dramatically. NetFlow is used to record metadata about...
9 MIN READ
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Dec 03, 2024

Build an Agentic Video Workflow with Video Search and Summarization

Building a question-answering chatbot with large language models (LLMs) is now a common workflow for text-based interactions. What about creating an AI system...
11 MIN READ
Dec 03, 2024

Automate Early Security Patching in CI Pipelines on AWS Using NVIDIA AI Blueprints

The evolution of modern application development has led to a significant shift toward microservice-based architectures. This approach offers great flexibility...
10 MIN READ
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Oct 24, 2024

Augmenting Security Operations Centers with Accelerated Alert Triage and LLM Agents Using NVIDIA Morpheus

Every day, security operation center (SOC) analysts receive an overwhelming amount of incoming security alerts. To ensure the continued safety of their...
7 MIN READ
GIF shows the question, "Check if the code base contains the urllib.parse function." The agent responds with, "The code base does not contain the urllib.parse function."
Oct 08, 2024

Rapidly Triage Container Security with the Vulnerability Analysis NVIDIA NIM Agent Blueprint

Addressing software security issues is becoming more challenging as the number of vulnerabilities reported in the CVE database continues to grow at an...
2 MIN READ
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Sep 26, 2024

Harnessing Data with AI to Boost Zero Trust Cyber Defense

Modern cyber threats have grown increasingly sophisticated, posing significant risks to federal agencies and critical infrastructure. According to Deloitte,...
8 MIN READ
GIF of the text, "Check if the code base contains the urllib.parse function." The response is, "The code base does not contain the urllib.parse function."
May 23, 2024

Applying Generative AI for CVE Analysis at an Enterprise Scale

The software development and deployment process is complex. Modern enterprise applications have complex software dependencies, forming an interconnected web...
11 MIN READ
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May 07, 2024

Enhancing Anomaly Detection in Linux Audit Logs with AI

In cybersecurity, identifying threats swiftly and accurately is paramount to the success of the modern enterprise. Linux audit logs, which record system...
10 MIN READ
Mar 18, 2024

How to Take a RAG Application from Pilot to Production in Four Steps

Generative AI has the potential to transform every industry. Human workers are already using large language models (LLMs) to explain, reason about, and solve...
8 MIN READ
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Nov 27, 2023

Bolstering Cybersecurity: How Large Language Models and Generative AI are Transforming Digital Security

Identity-based attacks are on the rise, with phishing remaining the most common and second-most expensive attack vector. Some attackers are using AI to craft...
9 MIN READ
Sep 12, 2023

Generative AI and Accelerated Computing for Spear Phishing Detection

Spear phishing is the largest and most costly form of cyber threat, with an estimated 300,000 reported victims in 2021 representing $44 million in reported...
5 MIN READ
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Sep 06, 2023

Supercharge Ransomware Detection with AI-Enhanced Cybersecurity Solutions

Ransomware attacks have become increasingly popular, more sophisticated, and harder to detect. For example, in 2022, a destructive ransomware attack took 233...
5 MIN READ
Jul 24, 2023

Realizing the Power of Real-Time Network Processing with NVIDIA DOCA GPUNetIO

Real-time processing of network traffic can be leveraged by the high degree of parallelism GPUs offer. Optimizing packet acquisition or transmission in these...
14 MIN READ
May 25, 2023

Navigating Generative AI for Network Admins

We all know that AI is changing the world. For network admins, AI can improve day-to-day operations in some amazing ways: Automation of repetitive tasks: This...
6 MIN READ
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Mar 21, 2023

NVIDIA Morpheus Helps Defend Against Spear Phishing with Generative AI

Using generative AI and the NVIDIA Morpheus cybersecurity AI framework, developers can build solutions that detect spear phishing attempts more effectively and...
7 MIN READ