1.2k citations · 4.2k across the 61 of their papers we have counts for
12 papers · 1 filter
An Overview on Smart Contracts: Challenges, Advances and Platforms
Zibin Zheng, Shaoan Xie, Hong-Ning Dai +4
Smart contract technology is reshaping conventional industry and business processes. Being embedded in blockchains, smart contracts enable the contractual terms of an agreement to…
PIRATE: A Blockchain-based Secure Framework of Distributed Machine Learning in 5G Networks
Sicong Zhou, Huawei Huang, Wuhui Chen +2
In the fifth-generation (5G) networks and the beyond, communication latency and network bandwidth will be no more bottleneck to mobile users. Thus, almost every mobile device can p…
Towards Better Forecasting by Fusing Near and Distant Future Visions
Jiezhu Cheng, Kaizhu Huang, Zibin Zheng
Multivariate time series forecasting is an important yet challenging problem in machine learning. Most existing approaches only forecast the series value of one future moment, igno…
Blockchain Intelligence: When Blockchain Meets Artificial Intelligence
Zibin Zheng, Hong-Ning Dai, Jiajing Wu
Blockchain is gaining extensive attention due to its provision of secure and decentralized resource sharing manner. However, the incumbent blockchain systems also suffer from a num…
Data Poisoning Attacks on Neighborhood-based Recommender Systems
Liang Chen, Yangjun Xu, Fenfang Xie +2
Nowadays, collaborative filtering recommender systems have been widely deployed in many commercial companies to make profit. Neighbourhood-based collaborative filtering is common a…
Who Are the Phishers? Phishing Scam Detection on Ethereum via Network Embedding
Jiajing Wu, Qi Yuan, Dan Lin +4
Recently, blockchain technology has become a topic in the spotlight but also a hotbed of various cybercrimes. Among them, phishing scams on blockchain have been found making a nota…
Selecting Reliable Blockchain Peers via Hybrid Blockchain Reliability Prediction
Peilin Zheng, Zibin Zheng, Liang Chen
Blockchain and blockchain-based decentralized applications are attracting increasing attentions recently. In public blockchain systems, users usually connect to third-party peers o…
Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression
Jinyang Liu, Jieming Zhu, Shilin He +3
System logs record detailed runtime information of software systems and are used as the main data source for many tasks around software engineering. As modern software systems are…
Big Data Analytics for Large Scale Wireless Networks: Challenges and Opportunities
Hong-Ning Dai, Raymond Chi-Wing Wong, Hao Wang +2
The wide proliferation of various wireless communication systems and wireless devices has led to the arrival of big data era in large scale wireless networks. Big data of large sca…
Blockchain for Internet of Things: A Survey
Hong-Ning Dai, Zibin Zheng, Yan Zhang
Internet of Things (IoT) is reshaping the incumbent industry to smart industry featured with data-driven decision-making. However, intrinsic features of IoT result in a number of c…
T-EDGE: Temporal WEighted MultiDiGraph Embedding for Ethereum Transaction Network Analysis
Jiajing Wu, Dan Lin, Zibin Zheng +1
Recently, graph embedding techniques have been widely used in the analysis of various networks, but most of the existing embedding methods omit the network dynamics and the multipl…
Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network
Weili Chen, Jun Wu, Zibin Zheng +2
The cryptocurrency market is a very huge market without effective supervision. It is of great importance for investors and regulators to recognize whether there are market manipula…