Yang Xiang

Security and reliability in big data

2016 · Concurrency and Computation Practice and Experience

The purpose of this special issue is to collate a selection of representative research articles that were primarily presented at the 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom …

Noise-Resistant Statistical Traffic Classification

2017 · IEEE Transactions on Big Data

Network traffic classification plays a significant role in cyber security applications and management scenarios. Conventional statistical classification techniques rely on the assumption that clean labelled samples are available for building classification models. However, in the …

Secure Outsourced Principal Eigentensor Computation for Cyber-Physical-Social Systems

2018 · IEEE Transactions on Sustainable Computing

Cyber-physical-social systems (CPSS) are revolutionizing the relationships between humans, computers, and things. Outsourcing computation to the cloud can offer resources-constrained enterprises and consumers sustainable computing in CPSS. However, ensuring the security of data in such …

Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model

2024 · arXiv (Cornell University)

Large language models (LLMs) have showcased impressive multilingual machine translation ability. However, unlike encoder-decoder style models, decoder-only LLMs lack an explicit alignment between source and target contexts. Analyzing contribution scores during generation processes revealed that …

DRN

2018

In this paper, we propose a novel Deep Reinforcement Learning framework for news recommendation. Online personalized news recommendation is a highly challenging problem due to the dynamic nature of news features and user preferences. Although …