Jian Cui

Discovering Message Templates on Large Scale Bitcoin Abuse Reports Using a Two-Fold NLP-Based Clustering Method

2022 · IEICE Transactions on Information and Systems

Bitcoin is currently a hot issue worldwide, and it is expected to become a new legal tender that replaces the current currency started with El Salvador. Due to the nature of cryptocurrency, however, difficulties in …

LLMGuard : Safeguarding Real-Time Inference for Large Language Models on Edge Devices

2026 · ACM Transactions on Software Engineering and Methodology

TEE-shielded secure inference offers an efficient solution to protect valuable edge-deployed models from potential thefts. Nevertheless, existing methods are lack of theoretical security analysis, failing to achieve the optimal security. Furthermore, while feasible for small …