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 ...

Why LLMs are plateauing – and what that means for software security

AI coding assistants and agentic workflows represent the future of software development and will continue to evolve at a rapid pace. But while LLMs have become adept at generating functionally correct ...
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 ...
cybernews

8.7 billion records spilled: Inside the massive Chinese data leak

Cybernews researchers discovered 8.7 billion exposed Chinese records on an unsecured Elasticsearch cluster, one of history's largest data leaks. The leaked data includes national ID numbers, home ...