Lin Chen

SCD-Net: A Deep Semantic Contrastive Defense Network Against Prompt Injection in Power Grid LLMs

The integration of Large Language Models (LLMs) into power grid Supervisory Control and Data Acquisition (SCADA) systems introduces unprecedented operational efficiencies but exposes critical infrastructure to stealthy prompt injection attacks. Conventional defenses, such as statistical gateways and general-domain perp...