3 papers
cs.NI2025
UDFS: Lightweight Representation-Driven Open World Robust Encrypted Traffic Classification
Youquan Xian, Xueying Zeng, Aoxiang Zhou +4
In recent years, sequence features such as packet length have received considerable attention due to their central role in encrypted traffic analysis. Existing sequence modeling ap…
cs.LG2025
Implicit Federated In-context Learning For Task-Specific LLM Fine-Tuning
Dongcheng Li, Junhan Chen, Aoxiang Zhou +4
As large language models continue to develop and expand, the extensive public data they rely on faces the risk of depletion. Consequently, leveraging private data within organizati…
cs.CR2024
DecTest: A Decentralised Testing Architecture for Improving Data Accuracy of Blockchain Oracle
Xueying Zeng, Youquan Xian, Chunpei Li +3
Blockchain technology ensures secure and trustworthy data flow between multiple participants on the chain, but interoperability of on-chain and off-chain data has always been a dif…