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Hybrid Approach for Privacy Enhancement in Data Mining Using Arbitrariness and Perturbation 利用任意和扰动增强数据挖掘中隐私的混合方法
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.029074
B. Murugeshwari, S. Rajalakshmi, K. Sudharson
{"title":"Hybrid Approach for Privacy Enhancement in Data Mining Using Arbitrariness and Perturbation","authors":"B. Murugeshwari, S. Rajalakshmi, K. Sudharson","doi":"10.32604/csse.2023.029074","DOIUrl":"https://doi.org/10.32604/csse.2023.029074","url":null,"abstract":"Imagine numerous clients, each with personal data; individual inputs are severely corrupt, and a server only concerns the collective, statistically essential facets of this data. In several data mining methods, privacy has become highly critical. As a result, various privacy-preserving data analysis technologies have emerged. Hence, we use the randomization process to reconstruct composite data attributes accurately. Also, we use privacy measures to estimate how much deception is required to guarantee privacy. There are several viable privacy protections; however, determining which one is the best is still a work in progress. This paper discusses the difficulty of measuring privacy while also offering numerous random sampling procedures and statistical and categorized data results. Furthermore, this paper investigates the use of arbitrary nature with perturbations in privacy preservation. According to the research, arbitrary objects (most notably random matrices) have \"predicted\" frequency patterns. It shows how to recover crucial information from a sample damaged by a random number using an arbitrary lattice spectral selection strategy. This filtration system's conceptual framework posits, and extensive practical findings indicate that sparse data distortions preserve relatively modest privacy protection in various situations. As a result, the research framework is efficient and effective in maintaining data privacy and security.","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"5 1","pages":"2293-2307"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82032322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Efficient-Cost Task Offloading Scheme in Fog-Internet of Vehicle Networks 雾-车联网中的高效成本任务卸载方案
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.032316
Alla Abbas Khadir, S. Hosseini-Seno, B. F. Dhahir, R. Budiarto
{"title":"Efficient-Cost Task Offloading Scheme in Fog-Internet of Vehicle Networks","authors":"Alla Abbas Khadir, S. Hosseini-Seno, B. F. Dhahir, R. Budiarto","doi":"10.32604/csse.2023.032316","DOIUrl":"https://doi.org/10.32604/csse.2023.032316","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"65 1","pages":"2223-2234"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84148890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Improved Hybrid Swarm Intelligence for Optimizing the Energy in WSN 基于改进混合群智能的无线传感器网络能量优化
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.036106
A. N. Ahmed, Jinhyung Kim, Yun-Seung Nam, M. Abouhawwash
{"title":"Improved Hybrid Swarm Intelligence for Optimizing the Energy in WSN","authors":"A. N. Ahmed, Jinhyung Kim, Yun-Seung Nam, M. Abouhawwash","doi":"10.32604/csse.2023.036106","DOIUrl":"https://doi.org/10.32604/csse.2023.036106","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"418 1","pages":"2527-2542"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78159577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Robust Counting in Overcrowded Scenes Using Batch-Free Normalized Deep ConvNet 基于无批处理归一化深度卷积神经网络的拥挤场景鲁棒计数
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.037706
S. Zahir, R. Khan, M. Ullah, Muhammad Ishaq, Naqqash Dilshad, Amin Ullah, Mi Young Lee
{"title":"Robust Counting in Overcrowded Scenes Using Batch-Free Normalized Deep ConvNet","authors":"S. Zahir, R. Khan, M. Ullah, Muhammad Ishaq, Naqqash Dilshad, Amin Ullah, Mi Young Lee","doi":"10.32604/csse.2023.037706","DOIUrl":"https://doi.org/10.32604/csse.2023.037706","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"24 1","pages":"2741-2754"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74013922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Graph-Based Replication and Two Factor Authentication in Cloud Computing 云计算中的基于图的复制和双因素认证
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.029040
S. Lavanya, N. Saravanakumar
{"title":"Graph-Based Replication and Two Factor Authentication in Cloud Computing","authors":"S. Lavanya, N. Saravanakumar","doi":"10.32604/csse.2023.029040","DOIUrl":"https://doi.org/10.32604/csse.2023.029040","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"37 1","pages":"2869-2883"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74194615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biometric Verification System Using Hyperparameter Tuned Deep Learning Model 基于超参数调优深度学习模型的生物特征验证系统
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.034849
Mohammad Yamin, Saleh Bajaba, Sarah B. Basahel, E. Lydia
{"title":"Biometric Verification System Using Hyperparameter Tuned Deep Learning Model","authors":"Mohammad Yamin, Saleh Bajaba, Sarah B. Basahel, E. Lydia","doi":"10.32604/csse.2023.034849","DOIUrl":"https://doi.org/10.32604/csse.2023.034849","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"57 1","pages":"321-336"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74694257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved QoS-Secure Routing in MANET Using Real-Time Regional ME Feature Approximation 基于实时区域ME特征逼近的MANET qos安全路由改进
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.036916
Y. John, G. Ravi
{"title":"Improved QoS-Secure Routing in MANET Using Real-Time Regional ME Feature Approximation","authors":"Y. John, G. Ravi","doi":"10.32604/csse.2023.036916","DOIUrl":"https://doi.org/10.32604/csse.2023.036916","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"7 1","pages":"3653-3666"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74813967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A General Linguistic Steganalysis Framework Using Multi-Task Learning 使用多任务学习的通用语言隐写分析框架
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.037067
Lingyun Xiang, Rong Wang, Yuhang Liu, Yangfan Liu, Lina Tan
{"title":"A General Linguistic Steganalysis Framework Using Multi-Task Learning","authors":"Lingyun Xiang, Rong Wang, Yuhang Liu, Yangfan Liu, Lina Tan","doi":"10.32604/csse.2023.037067","DOIUrl":"https://doi.org/10.32604/csse.2023.037067","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"114 1","pages":"2383-2399"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74912360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Human Personality Assessment Based on Gait Pattern Recognition Using Smartphone Sensors 基于智能手机传感器步态模式识别的人格评估
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.036185
Kainat Ibrar, Abdul Muiz Fayyaz, M. A. Khan, Majed Alhaisoni, U. Tariq, Seob Jeon, Yun-Seong Nam
{"title":"Human Personality Assessment Based on Gait Pattern Recognition Using Smartphone Sensors","authors":"Kainat Ibrar, Abdul Muiz Fayyaz, M. A. Khan, Majed Alhaisoni, U. Tariq, Seob Jeon, Yun-Seong Nam","doi":"10.32604/csse.2023.036185","DOIUrl":"https://doi.org/10.32604/csse.2023.036185","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"11 3 1","pages":"2351-2368"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75216121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Large Scale Fish Images Classification and Localization using Transfer Learning and Localization Aware CNN Architecture 基于迁移学习和定位感知CNN架构的大规模鱼类图像分类和定位
IF 2.2 4区 计算机科学
Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.031008
Usman Ahmad, Muhammad Junaid Ali, Faizan Ahmed Khan, Arfat Ahmad Khan, A. ur Rehman, Malik Muhammad Ali Shahid, Mohd anul haq, Ilyas Khan, Zamil S. Alzamil, Ahmed Alhussen
{"title":"Large Scale Fish Images Classification and Localization using Transfer Learning and Localization Aware CNN Architecture","authors":"Usman Ahmad, Muhammad Junaid Ali, Faizan Ahmed Khan, Arfat Ahmad Khan, A. ur Rehman, Malik Muhammad Ali Shahid, Mohd anul haq, Ilyas Khan, Zamil S. Alzamil, Ahmed Alhussen","doi":"10.32604/csse.2023.031008","DOIUrl":"https://doi.org/10.32604/csse.2023.031008","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"2 1","pages":"2125-2140"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87872755","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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