Jia-Sheng Zhou

EAGER: Edge-Aligned LLM Defense for Robust Cybersecurity Question Answering

Large Language Models (LLMs) are highly effective for cybersecurity question answering (QA) but are difficult to deploy on edge devices due to their size. Quantization reduces memory and compute requirements but often degrades accuracy and increases vulnerability to adversarial attacks. We present EAGER, an edge-aligne...