CASCADE: A Component Ablation and Corpus Audit of a Layered Local Defense for MCP-Based Systems

İpek Abasıkeleş Turgut, Edip Gümüş

The Model Context Protocol (MCP) widens the prompt injection attack surface of large language model applications to tool descriptions, parameter schemas, and tool outputs. Defenses…