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IET Blockchain 2023年第4期3卷 194-203页

作者： Lv, Haifeng Ding, Yong Guangxi Key Laboratory of Machine Vision and Intelligent Control WuZhou University Wuzhou China Guangxi Key Laboratory of Cryptography and Information Security School of Computer Science and Information Security Guilin University of Electronic Technology Guilin China Guangxi Colleges and Universities Key Laboratory of Industry Software Technology WuZhou University Wuzhou China

With the rapid development of blockchain technology in the financial sector, the security of blockchain is being put to the test due to an increase in phishing fraud. Therefore, it is essential to study more effective measures and better solutions. Graph models have been proven to provide abundant information for downstream assignments. In this study, a graph-based embedding classification method is proposed for phishing detection on Ethereum by modeling its transaction records using subgraphs. Initially, the transaction data of normal addresses and an equal number of confirmed phishing addresses are collected through web crawling. Multiple subgraphs using the collected transaction records are constructed, with each subgraph containing a target address and its nearby transaction network. To extract features of the addresses, a modified Graph2Vec model called imgraph2vec is designed, which considers block height, timestamp, and amount of transactions. Finally, the Extreme Gradient Boosting (XGBoost) algorithm is employed to detect phishing and normal addresses. The experimental results show that the proposed method achieves good performance in phishing detection, indicating the effectiveness of imgraph2vec in feature acquisition of transaction networks compared to existing models. © 2023 The Authors. IET Blockchain published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and technology.

关键词： Graphic methods

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A virtual machine migration scheme toward green cloud 5

A virtual machine migration scheme toward green cloud

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2013 5th International Conference on Advanced Computer control, ICACC 2013

作者： Zhang, Liu-Mei Ma, Jian-Feng Lu, D. Wang, Yi-Chuan School of Computer Science and Technology Xidian University Xian China School of Computer Science Xian Shiyou University Xian China Science and Technology on Communication Information Security Control Laboratory Jiaxing China

ISBN: (纸本)9781845649203

As Cloud computing is growing, severe energy consumption of the cloud cluster poses new challenges for environmental protection. In this paper, we present a novel algorithm to support the concept of Green Cloud computing. The algorithm is able to calculate the stability of all virtual machine (VM) instances using statistical data derived from VM instance subscription data of VM Cloud service provider. By referencing the result of calculation, it is feasible to justify VM instances for whether or not to migrate instances onto stable physical machines that always switched on. Accordingly, the rest of the physical machines can be powered off, and then much energy is saved. © 2014 WIT Press

关键词： Virtual machine

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Simulation research on holographic modal wavefront sensing of atmospheric propagating laser 8

Simulation research on holographic modal wavefront sensing o...

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8th Symposium on Novel Photoelectronic Detection technology and Applications

作者： Li, Yuqing Cheng, Jingxin Yang, Haibo Ma, Wenchao Gu, Jianda Liu, Tongyu Science and Technology on Electro-Optical Information Security Control National Key Laboratory Tianjin300308 China

ISBN: (数字)9781510653122

ISBN: (纸本)9781510653115

The disturbance of atmospheric turbulence during laser transmission is a major problem in the field of high-energy laser transmission and communication. Fast and real time wavefront sensing is one of the key technologies in adaptive optical systems. For laser emission or communication systems with relatively smaller optical apertures and transmission distances, atmospheric aberration is mainly composed of low-order Zernike modes with weak intensity. Traditional Hartmann wavefront sensor works by regional segmentation and reconstruction of the wavefront plane, which need complicated matrix calculation, inducing considerable time delay. Its application in laser wavefront sensing can be technically sophisticated and redundant. Holographic modal wavefront sensing technology takes advantage of parallel modal detection method to obtain the intensity of specific modes of aberrations carried by the laser directly. With benefits of higher speed, smaller time delay, and compact system structure, it may be more suitable for atmospheric laser wavefront sensing. Here, we carried out simulation research on holographic modal wavefront sensor and its application in atmospheric laser wavefront sensing, the measuring accuracy and validation frontier of this technology are analyzed. The result provided informative support on high speed laser aberration sensing and correction. © 2022 SPIE

关键词： Atmospheric turbulence

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Game optimization for incomplete key set MAC signature scheme 5

Game optimization for incomplete key set MAC signature schem...

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2013 5th International Conference on Advanced Computer control, ICACC 2013

作者： Wang, Yichuan Ma, Jianfeng Zhang, Liumei Lu, D. School of Computer Science and Technology Xidian University Xi’an China Science and Technology on Communication Information Security Control Laboratory Jiaxing China School of Computer Science Xi’an Shiyou University Xi’an China

ISBN: (纸本)9781845649203

security and efficiency for using RSA signature scheme are critical requirements for many network applications. In this paper, we present a game model for Incomplete Key Set Signature Scheme (GMIKSS). By analyzing our model with information and game theory, we prove that the Nash equilibrium is existent in GMIKSS. Accordingly, we propose an optimization scheme for updating the secret key. The experiment result shows that our scheme can significantly promote the efficiency and ensure the security, even in the lowest risk-level case and in the condition that adversary has unlimited computing power. © 2014 WIT Press.

关键词： Game theory

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A Analysis of Attack and Defense Mobile Ad Hoc Network Based on OPNET

A Analysis of Attack and Defense Mobile Ad Hoc Network Based...

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2019 International Conference on Advanced Material Research and Processing technology, AMRPT 2019

作者： Dai, Jiahao Xu, Xiaofeng Science and Technology on Communication Information Security Control Laboratory Zhejiang Jiaxing China China Electronic Group Corporation No.36 Institute Zhejiang Jiaxing China

Due to the broadcast nature of wireless communications, the damage to mobile ad hoc networks is becoming more and more common. We propose a network stability model that can effectively reflect the network performance when the network is damaged in real time. The Ad Hoc network model is built by using the node model supporting the IEEE802.11 standard provided by OPNET software to simulate the network performance of the network under different degrees of damage. This model provides an effective way for the simulation analysis of network performance under the condition of Ad Hoc network damage. © 2019 Published under licence by IOP Publishing Ltd.

关键词： Mobile ad hoc networks

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Deep learning for cooperative radio signal classification

arXiv

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arXiv 2019年

作者： Zheng, Shilian Chen, Shichuan Yang, Xiaoniu Science and Technology on Communication Information Security Control Laboratory

Radio signal classification has a very wide range of applications in cognitive radio networks and electromagnetic spectrum monitoring. In this article, we consider scenarios where multiple nodes in the network participate in cooperative classification. We propose cooperative radio signal classification methods based on deep learning for decision fusion, signal fusion and feature fusion, respectively. We analyze the performance of these methods through simulation experiments. We conclude the article with a discussion of research challenges and open problems. Copyright © 2019, The Authors. All rights reserved.

关键词： Cognitive radio

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A 3-D Printed Ka-Band Waveguide Bandpass Filter With Quasi-Elliptic Response 13

A 3-D Printed Ka-Band Waveguide Bandpass Filter With Quasi-E...

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13th International Symposium on Antennas, Propagation and EM Theory, ISAPE 2021

作者： Zhang, Fan Xu, Lili Zhang, Jianqiang Nan, Pulong Jin, Xiaofan Pan, Gaofeng Science and Technology on Communication Information Security Control Laboratory Zhejiang Jiaxing314033 China Huawei Technologies Co. Ltd Guangdong Shenzhen518063 China

ISBN: (纸本)9781665418126

A Ka-band quasi-elliptic bandpass filter (BPF) based on stereolithography apparatus (SLA) 3-D printing technique is proposed. The filter consists of four coupled resonators with three direct couplings between adjacent resonators and a cross coupling between the first and fourth resonators. Benefited from this feature, a pair of transmission zeros (TZs) can be produced in the stopband to enhance the passband selectivity significantly. Additionally, two waveguide bends are incorporated with the input and output waveguides to facilitate experimental test. For demonstration, a 3-D printed BPF prototype with center frequency of 30 GHz, bandwidth of 1.4 GHz, and return loss better than 20 dB is implemented and tested. The weight of the filter is 9.8 g only. The measured results demonstrate that the passband return loss is better than 10 dB, and the average in-band insertion loss is less than 2 dB. © 2021 IEEE.

关键词： Bandpass filters

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Research on Space-Time Block Code technology in MIMO System 7

Research on Space-Time Block Code Technology in MIMO System

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7th International Conference on Computer and communications, ICCC 2021

作者： Pan, Conglin Chen, Si Wu, Wei Qian, Jiachuan Wang, Lijun No.36 Research Institute of CETC Science and Technology On Communication Information Security Control Laboratory Jiaxing China School of Electronic and Optical Engineering Nanjing University of Science and Technology Nanjing China

ISBN: (纸本)9781665409506

MIMO technology has been widely used in the telecommunication systems nowadays, and the space-time coding is a key part of MIMO technology. A good coding scheme can exploit the spatial diversity to correct the error which is generated in transmission, and increase the normalized transfer rate with low decoding complexity. On the Basis of the research on different Space-Time Block Codes, this essay proposes a new STBC, Diagonal Block Orthogonal Space-Time Block Code. Then we will compare it with other STBCs in the performance of bit error rate, transfer rate, decoding complexity and peek-to-average power ratio, the final result will prove the superiority of DBOAST. © 2021 IEEE.

关键词： MIMO systems

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Modulation Recognition Based on Lightweight Residual Network via Hybrid Pruning 7

Modulation Recognition Based on Lightweight Residual Network...

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7th International Conference on Computer and communications, ICCC 2021

作者： Ji, Heng Xu, Wangyang Gan, Lu Xu, Zhengwu Science and Technology On Communication Information Security Control Laboratory Jiaxing314000 China University of Electronic Science and Technology of China Chengdu611731 China Yibin Institute of UESTC Yibin643000 China

ISBN: (纸本)9781665409506

Signal modulation recognition is an important and complicated problem in spectrum monitoring. In recent years, many advanced deep learning methods have been proposed for this problem. However, the high computational cost of deep neural networks largely hinders practical deployment. In this paper, we consider the signal modulation recognition problem via the deep residual network and propose a hybrid Pruning scheme to reduce the model size and memory cost. This is achieved by simultaneously enforcing channel-level and layer-level sparsity in residual network in a simple way. We take wide and large networks as input models, but during training, insignificant channels and layers are automatically identified and pruned afterwards, yielding compact and shallower networks with comparable accuracy. The results show that with 0 dB snr, the trainable parameters and multiply-accumulate operations are both reduced by 2/3. In summary, the proposed method can effectively reduce the parameters and complexity of recognition model. © 2021 IEEE.

关键词： Deep neural networks

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Modulation Recognition Based on Lightweight Residual Network via Binary Quantization 7

Modulation Recognition Based on Lightweight Residual Network...

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7th International Conference on Computer and communications, ICCC 2021

ISBN: (纸本)9781665409506

Signal modulation recognition is an important and complicated problem in spectrum monitoring. In recent years, many advanced deep learning methods have been proposed for this problem. However, the high computational cost of deep neural networks largely hinders practical deployment. In this paper, we consider the signal modulation recognition problem via the deep residual network and propose a binary quantization scheme to reduce the model size and memory cost. This is achieved by simultaneously increasing shortcuts and maintaining full-precision weights and outputs of key layers in binary residual network in a simple way. The results show that with competitive accuracy, 95% of multiply-accumulate operations of model are converted into binary operations under 0 dB snr. In summary, the proposed method can effectively reduce the parameters and complexity of recognition model. © 2021 IEEE.

关键词： Deep neural networks

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