Collate Launches Semantic Intelligence Graph to Help AI Understand Enterprise Data

Central to Collate's new capabilities is the launch of AI Studio, which enables enterprises to build, deploy, customize, and tune AI agents to their unique data environments. AI Studio provides a ...
Chris Webb's BI Blog

Power BI, Parallelism And Dependencies Between SQL Queries In DirectQuery Mode

As I described here, Power BI can send SQL queries in parallel in DirectQuery mode and you can see from the Timeline column there is some parallelism happening here – the last two SQL queries ...
IEEE

Data Poisoning Offensive and Defensive System in FL-enabled Low-Altitude IoT Scenario: Unlearnable Example Attack and Model Similarity Defend

Abstract: Low-altitude Internet of Things (LAIOT) integrates sensing, communication, and edge intelligence within aerial networks. As a distributed training paradigm, federated learning (FL) is a ...
GitHub

XAF - How to use the File Attachment Module with a legacy database

The File Attachments module ships with the capability to implement file upload and download functionality in your application. However, the built-in FileData class is persistent and therefore requires ...
IEEE

Exploiting Type I Adversarial Examples to Hide Data Information: A New Privacy-Preserving Approach

Abstract: Deep neural networks (DNNs) are sensitive to adversarial examples which are generated by corrupting benign examples with imperceptible perturbations, or have significant changes but can ...