Posts by Dhruv Nandakumar
Cybersecurity
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
Generative AI
May 08, 2025
Extending the NVIDIA Agent Intelligence Toolkit to Support New Agentic Frameworks
NVIDIA Agent Intelligence toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents. It focuses on enabling developers to...
12 MIN READ
Generative AI
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
Cybersecurity
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