Huaibo Zhao

Huaibo is a GTS Global Solution Architect focused on ML & AI and an ex-Splunktern, with a MEng degree from Waseda University. Since July 2022, he has been working on the integration of LLM in Splunk DSDL, establishing close connections with customer use cases.

Artificial Intelligence 4 Min Read

What's new in Splunk DSDL 5.2: LLM-RAG functionalities and use cases

In this version 5.2 release of Splunk DSDL, we introduce new functionalities utilizing retrieval-augmented generation with local large language models and a vector database. In this blog, we provide an overview of various use cases supported through a set of DSDL commands and dashboards.

Platform 4 Min Read

Analyzing Text with Deep Learning: New Use Cases in Splunk DSDL

In this blog post, we will introduce two use cases for text analysis based on deep learning: text similarity scoring and zero-shot text labeling. These functionalities are now available in the latest release (v5.1.1) of the Splunk App for Data Science and Deep Learning (DSDL), available for Splunk Cloud Platform and Splunk Enterprise. We will provide step-by-step demonstrations of how to use these features in this blog.

Security 4 Min Read

Deep Learning in Security: Text-based Phishing Email Detection with BERT Model

We introduced a large language model (LLM)-based phishing email detector integrated into the Splunk DSDL app. We provide details on model training and evaluation, comparisons to other machine learning and deep learning algorithms as well as deployment approaches to Splunk in this blog.