Search Results for author: Shiping Chen

Found 8 papers, 1 papers with code

Cryptocurrency in the Aftermath: Unveiling the Impact of the SVB Collapse

no code implementations15 Sep 2023 Qin Wang, Guangsheng Yu, Shiping Chen

We conduct a multi-dimensional investigation, which includes a factual summary, analysis of user sentiment, and examination of market performance.

Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challenges

no code implementations12 Mar 2023 Linh T. Nguyen, Lam Duc Nguyen, Thong Hoang, Dilum Bandara, Qin Wang, Qinghua Lu, Xiwei Xu, Liming Zhu, Petar Popovski, Shiping Chen

Second, we focus on the convergence of blockchain and data sharing to give a clear picture of this landscape and propose a reference architecture for blockchain-based data sharing.

A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning

no code implementations18 Nov 2022 Guanqin Zhang, Jiankun Sun, Feng Xu, H. M. N. Dilum Bandara, Shiping Chen, Yulei Sui, Tim Menzies

Deep neural networks (DNNs), are widely used in many industries such as image recognition, supply chain, medical diagnosis, and autonomous driving.

Autonomous Driving Medical Diagnosis

Digging into Primary Financial Market: Challenges and Opportunities of Adopting Blockchain

no code implementations20 Apr 2022 Ji Liu, Zheng Xu, Yanmei Zhang, Wei Dai, Hao Wu, Shiping Chen

Since the emergence of blockchain technology, its application in the financial market has always been an area of focus and exploration by all parties.

Simulation on the Transparency of Electrons and Ion Back Flow for a Time Projection Chamber based on Staggered Multiple THGEMs

no code implementations16 Feb 2021 Mengzhi Wu, Qian Liu, Ping Li, Shi Chen, Binlong Wang, Wenhan Shen, Shiping Chen, Yangheng Zheng, Yigang Xie, Jin Li

The IBF and the transparent rate of electrons are two essential indicators of TPC, which affect the energy resolution and counting rate respectively.

Instrumentation and Detectors High Energy Physics - Experiment

Blockchain-based Federated Learning for Failure Detection in Industrial IoT

no code implementations6 Sep 2020 Weishan Zhang, Qinghua Lu, Qiuyu Yu, Zhaotong Li, Yue Liu, Sin Kit Lo, Shiping Chen, Xiwei Xu, Liming Zhu

Therefore, in this paper, we present a platform architecture of blockchain-based federated learning systems for failure detection in IIoT.

Federated Learning Privacy Preserving

STRIP: A Defence Against Trojan Attacks on Deep Neural Networks

4 code implementations18 Feb 2019 Yansong Gao, Chang Xu, Derui Wang, Shiping Chen, Damith C. Ranasinghe, Surya Nepal

Since the trojan trigger is a secret guarded and exploited by the attacker, detecting such trojan inputs is a challenge, especially at run-time when models are in active operation.

Cryptography and Security

Malytics: A Malware Detection Scheme

no code implementations9 Mar 2018 Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shiping Chen

We show feature extraction, which is performed by tf -simhashing, is equivalent to the first layer of a particular neural network.

Cryptography and Security

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