J. Inf. Process. Syst.最新文献_第9页

Fault Diagnosis Method Based on High Precision CRPF under Complex Noise Environment 复杂噪声环境下基于高精度CRPF的故障诊断方法

J. Inf. Process. Syst. Pub Date : 2020-06-02 DOI: 10.3745/JIPS.01.0053

Jinhua Wang, Jie Cao

引用次数: 1

Enhancing the Reliability of Wi-Fi Network Using Evil Twin AP Detection Method Based on Machine Learning 基于机器学习的恶意双AP检测方法提高Wi-Fi网络的可靠性

J. Inf. Process. Syst. Pub Date : 2020-06-02 DOI: 10.3745/JIPS.03.0137

Jeonghoon Seo, Chaeho Cho, Yoojae Won

{"title":"Enhancing the Reliability of Wi-Fi Network Using Evil Twin AP Detection Method Based on Machine Learning","authors":"Jeonghoon Seo, Chaeho Cho, Yoojae Won","doi":"10.3745/JIPS.03.0137","DOIUrl":"https://doi.org/10.3745/JIPS.03.0137","url":null,"abstract":"Wireless networks have become integral to society as they provide mobility and scalability advantages. However, their disadvantage is that they cannot control the media, which makes them vulnerable to various types of attacks. One example of such attacks is the evil twin access point (AP) attack, in which an authorized AP is impersonated by mimicking its service set identifier (SSID) and media access control (MAC) address. Evil twin APs are a major source of deception in wireless networks, facilitating message forgery and eavesdropping. Hence, it is necessary to detect them rapidly. To this end, numerous methods using clock skew have been proposed for evil twin AP detection. However, clock skew is difficult to calculate precisely because wireless networks are vulnerable to noise. This paper proposes an evil twin AP detection method that uses a multiple-feature-based machine learning classification algorithm. The features used in the proposed method are clock skew, channel, received signal strength, and duration. The results of experiments conducted indicate that the proposed method has an evil twin AP detection accuracy of 100% using the random forest algorithm.","PeriodicalId":415161,"journal":{"name":"J. Inf. Process. Syst.","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117148102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Algorithm for Detection of Fire Smoke in a Video Based on Wavelet Energy Slope Fitting 基于小波能量斜率拟合的视频火灾烟雾检测算法

J. Inf. Process. Syst. Pub Date : 2020-06-02 DOI: 10.3745/JIPS.01.0054

Yi Zhang, Haifeng Wang, Xinwei Fan

引用次数: 5

Iris Ciphertext Authentication System Based on Fully Homomorphic Encryption 基于全同态加密的虹膜密文认证系统

J. Inf. Process. Syst. Pub Date : 2020-06-02 DOI: 10.3745/JIPS.03.0138

Xinxia Song, Zhigang Chen, Dechao Sun

{"title":"Iris Ciphertext Authentication System Based on Fully Homomorphic Encryption","authors":"Xinxia Song, Zhigang Chen, Dechao Sun","doi":"10.3745/JIPS.03.0138","DOIUrl":"https://doi.org/10.3745/JIPS.03.0138","url":null,"abstract":"With the application and promotion of biometric technology, biometrics has become more and more important to identity authentication. In order to ensure the privacy of the user, the biometrics cannot be stored or manipulated in plaintext. Aiming at this problem, this paper analyzes and summarizes the scheme and performance of the existing biometric authentication system, and proposes an iris-based ciphertext authentication system based on fully homomorphic encryption using the FV scheme. The implementation of the system is partly powered by Microsoft’s SEAL (Simple Encrypted Arithmetic Library). The entire system can complete iris authentication without decrypting the iris feature template, and the database stores the homomorphic ciphertext of the iris feature template. Thus, there is no need to worry about the leakage of the iris feature template. At the same time, the system does not require a trusted center for authentication, and the authentication is completed on the server side directly using the one-time MAC authentication method. Tests have shown that when the system adopts an iris algorithm with a low depth of calculation circuit such as the Hamming distance comparison algorithm, it has good performance, which basically meets the requirements of real application scenarios.","PeriodicalId":415161,"journal":{"name":"J. Inf. Process. Syst.","volume":"171 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116097991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Construction of a Remote Monitoring System in Smart Dust Environment 智能粉尘环境远程监测系统的构建

J. Inf. Process. Syst. Pub Date : 2020-06-02 DOI: 10.3745/JIPS.04.0175

Joonsuu Park, Kee-Hyun Park

{"title":"Construction of a Remote Monitoring System in Smart Dust Environment","authors":"Joonsuu Park, Kee-Hyun Park","doi":"10.3745/JIPS.04.0175","DOIUrl":"https://doi.org/10.3745/JIPS.04.0175","url":null,"abstract":"A smart dust monitoring system is useful for obtaining information on rough terrain that is difficult for humans to access. One of ways to deploy sensors to gather information in smart dust environment is to use an aircraft in the Amazon rainforest to scatter an enormous amount of small and cheap sensors (or smart dust devices), or to use an unmanned spacecraft to throw the sensors on the moon’s surface. However, scattering an enormous amount of smart dust devices creates the difficulty of managing such devices as they can be scattered into inaccessible areas, and also causes problems such as bottlenecks, device failure, and high/low density of devices. Of the various problems that may occur in the smart dust environment, this paper is focused on solving the bottleneck problem. To address this, we propose and construct a three-layered hierarchical smart dust monitoring system that includes relay dust devices (RDDs). An RDD is a smart dust device with relatively higher computing/communicating power than a normal smart dust device. RDDs play a crucial role in reducing traffic load for the system. To validate the proposed system, we use climate data obtained from authorized portals to compare the system with other systems (i.e., non-hierarchical system and simple hierarchical system). Through this comparison, we determined that the transmission processing time is reduced by 49%-50% compared to other systems, and the maximum number of connectable devices can be increased by 16-32 times without compromising the system’s operations.","PeriodicalId":415161,"journal":{"name":"J. Inf. Process. Syst.","volume":"172 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117109389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

An Alternative State Estimation Filtering Algorithm for Temporarily Uncertain Continuous Time System 一种暂不确定连续时间系统的备用状态估计滤波算法

J. Inf. Process. Syst. Pub Date : 2020-06-02 DOI: 10.3745/JIPS.01.0055

P. Kim

{"title":"An Alternative State Estimation Filtering Algorithm for Temporarily Uncertain Continuous Time System","authors":"P. Kim","doi":"10.3745/JIPS.01.0055","DOIUrl":"https://doi.org/10.3745/JIPS.01.0055","url":null,"abstract":"An alternative state estimation filtering algorithm is designed for continuous time systems with noises as well as control input. Two kinds of estimation filters, which have different measurement memory structures, are operated selectively in order to use both filters effectively as needed. Firstly, the estimation filter with infinite memory structure is operated for a certain continuous time system. Secondly, the estimation filter with finite memory structure is operated for temporarily uncertain continuous time system. That is, depending on the presence of uncertainty, one of infinite memory structure and finite memory structure filtered estimates is operated selectively to obtain the valid estimate. A couple of test variables and declaration rule are developed to detect uncertainty presence or uncertainty absence, to operate the suitable one from two kinds of filtered estimates, and to obtain ultimately the valid filtered estimate. Through computer simulations for a continuous time aircraft engine system with different measurement memory lengths and temporary model uncertainties, the proposed state estimation filtering algorithm can work well in temporarily uncertain as well as certain continuous time systems. Moreover, the proposed state estimation filtering algorithm shows remarkable superiority to the infinite memory structure filtering when temporary uncertainties occur in succession.","PeriodicalId":415161,"journal":{"name":"J. Inf. Process. Syst.","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124336409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Movie Recommendation System Based on Users' Personal Information and Movies Rated Using the Method of k-Clique and Normalized Discounted Cumulative Gain 基于用户个人信息的电影推荐系统，基于k-Clique和归一化贴现累积增益的电影评分方法

J. Inf. Process. Syst. Pub Date : 2020-04-01 DOI: 10.3745/JIPS.04.0169

Vilakone Phonexay, Khamphaphone Xinchang, Doosoon Park

{"title":"Movie Recommendation System Based on Users' Personal Information and Movies Rated Using the Method of k-Clique and Normalized Discounted Cumulative Gain","authors":"Vilakone Phonexay, Khamphaphone Xinchang, Doosoon Park","doi":"10.3745/JIPS.04.0169","DOIUrl":"https://doi.org/10.3745/JIPS.04.0169","url":null,"abstract":"This study proposed the movie recommendation system based on the user’s personal information and movies rated using the method of k-clique and normalized discounted cumulative gain. The main idea is to solve the problem of cold-start and to increase the accuracy in the recommendation system further instead of using the basic technique that is commonly based on the behavior information of the users or based on the best-selling product. The personal information of the users and their relationship in the social network will divide into the various community with the help of the k-clique method. Later, the ranking measure method that is widely used in the searching engine will be used to check the top ranking movie and then recommend it to the new users. We strongly believe that this idea will prove to be significant and meaningful in predicting demand for new users. Ultimately, the result of the experiment in this paper serves as a guarantee that the proposed method offers substantial finding in raw data sets by increasing accuracy to 87.28% compared to the three most successful methods used in this experiment, and that it can solve the problem of cold-start.","PeriodicalId":415161,"journal":{"name":"J. Inf. Process. Syst.","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124626034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 13

Advanced Technologies in Blockchain, Machine Learning, and Big Data 区块链、机器学习和大数据的先进技术

J. Inf. Process. Syst. Pub Date : 2020-04-01 DOI: 10.3745/JIPS.01.0052

Ji Su Park, J. Park

引用次数: 2

Conceptual Extraction of Compound Korean Keywords 复合式韩语关键词的概念提取

J. Inf. Process. Syst. Pub Date : 2020-04-01 DOI: 10.3745/JIPS.02.0131

S. Lee

引用次数: 2

A Design for a Hyperledger Fabric Blockchain-Based Patch-Management System 基于区块链的超级账本结构补丁管理系统设计

J. Inf. Process. Syst. Pub Date : 2020-04-01 DOI: 10.3745/JIPS.03.0136

Kyungwoo Song, Shee-Ihn Kim, Seung-Hee Kim

{"title":"A Design for a Hyperledger Fabric Blockchain-Based Patch-Management System","authors":"Kyungwoo Song, Shee-Ihn Kim, Seung-Hee Kim","doi":"10.3745/JIPS.03.0136","DOIUrl":"https://doi.org/10.3745/JIPS.03.0136","url":null,"abstract":"An enterprise patch-management system (PMS) typically supplies a single point of failure (SPOF) of centralization structure. However, a Blockchain system offers features of decentralization, transaction integrity, user certification, and a smart chaincode. This study proposes a Hyperledger Fabric Blockchain-based distributed patch-management system and verifies its technological feasibility through prototyping, so that all participating users can be protected from various threats. In particular, by adopting a private chain for patch file set management, it is designed as a Blockchain system that can enhance security, log management, latest status supervision and monitoring functions. In addition, it uses a Hyperledger Fabric that owns a practical Byzantine fault tolerant consensus algorithm, and implements the functions of upload patch file set, download patch file set, and audit patch file history, which are major features of PMS, as a smart contract (chaincode), and verified this operation. The distributed ledger structure of Blockchain-based PMS can be a solution for distributor and client authentication and forgery problems, SPOF problem, and distribution record reliability problem. It not only presents an alternative to dealing with central management server loads and failures, but it also provides a higher level of security and availability.","PeriodicalId":415161,"journal":{"name":"J. Inf. Process. Syst.","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116347122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2