IEEE

Request-Response Network Traffic Packets: Enhancing SQL Injection Attack Detection with a Transformer-Based Model

Abstract: SQL Injection Attacks (SQLIA) continue to be a major factor threatening database security. With the rise of machine learning and deep learning technologies, we now have more advanced tools ...
IEEE

Generate Text-to-SQL Queries Based on Sketch Filling

Abstract: The Text-to-SQL task has significant application prospects in automating relational database query interfaces. It can reduce user learning costs and improve data query efficiency. However, ...
GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
GitHub

SQL Server MCP Client

See Configuring Claude Desktop / Claude Code for examples. A comprehensive Microsoft SQL Server client implementing the Model Context Protocol (MCP). This server provides extensive SQL Server ...

Beyond the lakehouse: Fundamental's NEXUS bypasses manual ETL with a native foundation model for tabular data

Emerging from stealth, the company is debuting NEXUS, a Large Tabular Model (LTM) designed to treat business data not as a simple sequence of words, but as a complex web of non-linear relationships.