External Data Extraction Attacks against Retrieval-Augmented Large Language Models

In recent years, RAG has emerged as a key paradigm for enhancing large language models LLMs. By integrating externally retrieved information, RAG alleviates issues like outdated knowledge and, crucially, insufficient domain expertise. While effective, RAG introduces new risks of external data...

Symfony Security Vulnerabilities

Symfony is a PHP framework for web and console applications and a set of reusable PHP components from Symfony, Inc. A security vulnerability exists in Symfony that stems from improper input filtering...