Computer Standards & Interfaces最新文献

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Lattice-based blockchain platform for IoT: Privacy-enhanced application with lattice-based blind signatures 基于格的区块链物联网平台:基于格盲签名的隐私增强应用
IF 3.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-03-01 Epub Date: 2025-09-23 DOI: 10.1016/j.csi.2025.104077
Bora Bugra Sezer , Sedat Akleylek
{"title":"Lattice-based blockchain platform for IoT: Privacy-enhanced application with lattice-based blind signatures","authors":"Bora Bugra Sezer ,&nbsp;Sedat Akleylek","doi":"10.1016/j.csi.2025.104077","DOIUrl":"10.1016/j.csi.2025.104077","url":null,"abstract":"<div><div>The rapid expansion of the Internet of Things (IoT) has created new opportunities in remote monitoring, data sharing, and real-time analysis. However, the emergence of quantum computing presents significant security and privacy challenges. This study proposes a post-quantum secure blockchain framework incorporating a lattice-based blind signature scheme for IoT applications. The proposed framework adopts a multi-layered structure (MLS) to enhance efficiency. It employs the STARK protocol, a post-quantum zero-knowledge proof (ZKP) structure, for secure verification without exposing device identities. The lattice-based blind signature scheme, built on the hardness of the module learning with errors (MLWE) problem, ensures secure and anonymous data transmission. Kyber’s secure randomness in the blinding process strengthens resistance against quantum attacks. Additionally, data integrity and non-repudiation are reinforced using Dilithium signatures. The integration of a threshold logical clock (TLC) and event-based smart contracts (EBSC) within the MLS reduces communication overhead and optimizes blockchain efficiency. TLC triggers smart contracts with a single transaction using threshold-based aggregation, ensuring reliable timestamping. EBSC utilizes these synchronized timestamps for more efficient execution. A use-case scenario involving electrochemical sensor data demonstrates the framework’s ability to maintain scalability while protecting sensitive data against quantum threats.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"96 ","pages":"Article 104077"},"PeriodicalIF":3.1,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145158127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 survey on secure multi-party computation techniques based on private set intersection 基于私有集交集的安全多方计算技术综述
IF 3.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-03-01 Epub Date: 2025-09-01 DOI: 10.1016/j.csi.2025.104067
Guoming Meng , Leyou Zhang
{"title":"A survey on secure multi-party computation techniques based on private set intersection","authors":"Guoming Meng ,&nbsp;Leyou Zhang","doi":"10.1016/j.csi.2025.104067","DOIUrl":"10.1016/j.csi.2025.104067","url":null,"abstract":"<div><div>With the increasing emphasis on data circulation and value realization, privacy-preserving computation has become a critical enabler for cross-organizational data collaboration. This survey focuses on Private Set Intersection (PSI) techniques within the framework of Secure Multi-Party Computation (SMPC), systematically reviewing the theoretical foundations and technological evolution of PSI as a fundamental privacy-preserving protocol. We first construct a technical stack of PSI protocols, elucidating the cryptographic principles that enable efficient set operations while preserving data confidentiality. Furthermore, we explore the synergistic integration of PSI with blockchain and federated learning, highlighting innovative paradigms for addressing privacy challenges in decentralized environments. Notably, in response to emerging threats posed by quantum computing, this work analyzes the design of post-quantum PSI protocols based on pseudorandom quantum states. Through empirical studies in representative application scenarios – such as collaborative medical analytics, financial risk modeling, and government data sharing – this survey not only demonstrates the practical value of PSI but also underscores its pivotal role in building a trustworthy data collaboration ecosystem. As computational paradigms continue to evolve, PSI is poised to achieve breakthroughs in the multi-objective optimization of privacy, efficiency, and security, thereby offering robust privacy-preserving solutions across various industries.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"96 ","pages":"Article 104067"},"PeriodicalIF":3.1,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144933214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Lattice-based dynamic decentralized anonymous credential scheme supporting batch verification 支持批验证的基于格的动态去中心化匿名凭证方案
IF 4.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-01-01 Epub Date: 2025-07-04 DOI: 10.1016/j.csi.2025.104039
Yihua Zhou, Shumiao Liu, Yuguang Yang, Weimin Shi, Zhenhu Ning
{"title":"Lattice-based dynamic decentralized anonymous credential scheme supporting batch verification","authors":"Yihua Zhou,&nbsp;Shumiao Liu,&nbsp;Yuguang Yang,&nbsp;Weimin Shi,&nbsp;Zhenhu Ning","doi":"10.1016/j.csi.2025.104039","DOIUrl":"10.1016/j.csi.2025.104039","url":null,"abstract":"<div><div>Anonymous credentials allow users to obtain credentials while protecting their privacy, which have significant application value in digital identity management systems. Anonymous credential schemes based on post-quantum assumptions mainly rely on a central issuing authority. Once the central server encounters single point of failure, it will cause the entire system to crash. The high computational complexity of credential verification algorithm severely restricts system scalability in high-concurrency identity management scenarios. More critically, existing schemes generally lack non-interactive batch verification algorithm, resulting in linear growth of verification time with the number of credentials when handling large-scale requests. Constructions relying on multiple fixed issuers to issue credentials in a decentralized manner have been proposed. Given that fixed issuers could not adapt to complex and changing network environments, we present a lattice-based decentralized anonymous credential system that supports dynamic changes in issuers to enhance system robustness. By introducing an innovative threshold signature, our system flexibly accommodates the joining or leaving of issuers for various reasons. Meanwhile, the system enables dynamic adjustments of thresholds without reset. By utilizing an efficient cryptographic accumulator, the system supports batch verification of credentials without revealing their contents. Experimental results demonstrate that our system outperforms previous systems in terms of performance. It is worth noting that our batch credential verification algorithm achieves constant time cost, independent of user’s credential size.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"95 ","pages":"Article 104039"},"PeriodicalIF":4.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144581037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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-centered interface design for a dynamic cyber-risk group-based training game 基于动态网络风险群体的培训游戏人机界面设计
IF 4.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-01-01 Epub Date: 2025-06-21 DOI: 10.1016/j.csi.2025.104030
Tony Delvecchio , Sander Zeijlemaker , Giancarlo De Bernardis , Michael Siegel
{"title":"Human-centered interface design for a dynamic cyber-risk group-based training game","authors":"Tony Delvecchio ,&nbsp;Sander Zeijlemaker ,&nbsp;Giancarlo De Bernardis ,&nbsp;Michael Siegel","doi":"10.1016/j.csi.2025.104030","DOIUrl":"10.1016/j.csi.2025.104030","url":null,"abstract":"<div><div>This study presents the benefits of employing a gesture-based natural user interface (NUI) for a scientifically grounded cyber-risk management collaborative game. Such a human-centered interface facilitates group-based training and enables board members to achieve better results collectively compared to operating individually. The main contribution of this tool is to enhance the group training leveraging on collective intelligence. To show that, the results and learning paths of single users and groups acquired from this game are compared. Moreover, the collaborative game provides executives and business leaders with insight into cyber-risk management issues, thereby improving their results through deeper learning. This work demonstrates that the interface is the key factor in the success of group cooperation. The idea, the design, and the improvement of the NUI are critical to make it possible to achieve these results.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"95 ","pages":"Article 104030"},"PeriodicalIF":4.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144366242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Certificateless searchable encryption with cryptographic reverse firewalls for IIoT 无证书可搜索加密与加密反向防火墙用于工业物联网
IF 4.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-01-01 Epub Date: 2025-06-19 DOI: 10.1016/j.csi.2025.104034
Mazin Taha , Ting Zhong , Rashad Elhabob , Hu Xiong , Mohammed Amoon , Saru Kumari
{"title":"Certificateless searchable encryption with cryptographic reverse firewalls for IIoT","authors":"Mazin Taha ,&nbsp;Ting Zhong ,&nbsp;Rashad Elhabob ,&nbsp;Hu Xiong ,&nbsp;Mohammed Amoon ,&nbsp;Saru Kumari","doi":"10.1016/j.csi.2025.104034","DOIUrl":"10.1016/j.csi.2025.104034","url":null,"abstract":"<div><div>Integrating the Industrial Internet of Things (IIoT) and cloud computing is increasingly prevalent in modern business. However, to safeguard data privacy in the cloud server (CS), sensitive information must be encrypted prior to uploading to a CS. The real challenge is searching encrypted data without compromising speed or security. Public Key Encryption with Keyword Search (PEKS) schemes enable the search of ciphertexts without exposing sensitive information. This article introduces a novel Certificateless Searchable Encryption with Cryptographic Reverse Firewalls (CL-SE-CRF). Meanwhile, the proposed scheme addresses the PEKS limitations by removing the requirement for conventional certificate management and addressing concerns related to key escrow. In addition, the security analysis demonstrates that the CL-SE-CRF scheme can prevent and resist keyword guessing attacks (KGA), algorithm substitution attacks (ASA), and chosen keyword attacks (CKA). Furthermore, experimental results demonstrate that the CL-SE-CRF significantly reduces communication and computation costs in the IIoT compared to similar protocols. Therefore, the proposed scheme is helpful for IIoT applications.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"95 ","pages":"Article 104034"},"PeriodicalIF":4.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144522219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Certificate-based proxy signature scheme with revocation for Industrial Internet of Things 基于证书的可撤销工业物联网代理签名方案
IF 4.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-01-01 Epub Date: 2025-07-21 DOI: 10.1016/j.csi.2025.104045
Guangjin Zhang, Yanwei Zhou, Xianxiang Liu, Bo Yang
{"title":"Certificate-based proxy signature scheme with revocation for Industrial Internet of Things","authors":"Guangjin Zhang,&nbsp;Yanwei Zhou,&nbsp;Xianxiang Liu,&nbsp;Bo Yang","doi":"10.1016/j.csi.2025.104045","DOIUrl":"10.1016/j.csi.2025.104045","url":null,"abstract":"<div><div>The Industrial Internet of Things (IIoT) needs adaptive trust management solutions to emphasize secure delegation and revocation in dynamic settings. Current proxy signature schemes often have centralized architectures or mechanisms that either damage historical data integrity or cause unsustainable storage costs, failing to solve key revocation efficiency problems. This paper presents a novel revocable certificate-based proxy signature (CBPS) scheme with a new revocation framework for IIoT constraints. By introducing timestamp-based polynomial delegation, our CBPS scheme enables indirect revocation, meaning the revocation list only needs to store prematurely terminated delegate tokens. This approach ensures immediate invalidation of revoked permissions without affecting the validity of pre-revocation signatures, achieving storage efficiency while preserving historical transaction auditability. The framework seamlessly integrates with certificate-based cryptography, eliminating key escrow risks. Security analysis shows resistance to collusion attacks and adaptive adversaries, and performance evaluations confirm the scheme’s practicality in resource-constrained environments. The work progresses IIoT trust management by combining real-time revocation with minimal overhead, ensuring security and scalability in industrial deployments.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"95 ","pages":"Article 104045"},"PeriodicalIF":4.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144686880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
FedSam: Enhancing federated learning accuracy with differential privacy and data heterogeneity mitigation FedSam:通过差异隐私和数据异构缓解来增强联邦学习的准确性
IF 4.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-01-01 Epub Date: 2025-05-28 DOI: 10.1016/j.csi.2025.104019
Hongtao Li , Xinyu Li , Ximeng Liu , Bo Wang , Jie Wang , Youliang Tian
{"title":"FedSam: Enhancing federated learning accuracy with differential privacy and data heterogeneity mitigation","authors":"Hongtao Li ,&nbsp;Xinyu Li ,&nbsp;Ximeng Liu ,&nbsp;Bo Wang ,&nbsp;Jie Wang ,&nbsp;Youliang Tian","doi":"10.1016/j.csi.2025.104019","DOIUrl":"10.1016/j.csi.2025.104019","url":null,"abstract":"<div><div>A large-scale model is typically trained on an extensive dataset to update its parameters and enhance its classification capabilities. However, directly using such data can raise significant privacy concerns, especially in the medical field, where datasets often contain sensitive patient information. Federated Learning (FL) offers a solution by enabling multiple parties to collaboratively train a high-performance model without sharing their raw data. Despite this, during the federated training process, attackers can still potentially extract private information from local models. To bolster privacy protections, Differential Privacy (DP) has been introduced to FL, providing stringent safeguards. However, the combination of DP and data heterogeneity can often lead to reduced model accuracy. To tackle these challenges, we introduce a sampling-memory mechanism, FedSam, which improves the accuracy of the global model while maintaining the required noise levels for differential privacy. This mechanism also mitigates the adverse effects of data heterogeneity in heterogeneous federated environments, thereby improving the global model’s overall performance. Experimental evaluations on datasets demonstrate the superiority of our approach. FedSam achieves a classification accuracy of 95.03%, significantly outperforming traditional DP-FedAvg (91.74%) under the same privacy constraints, highlighting FedSam’s robustness and efficiency.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"95 ","pages":"Article 104019"},"PeriodicalIF":4.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144177794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
40 years of Computer Standards & Interfaces: A bibliometric retrospective 40年的计算机标准与接口:文献计量学回顾
IF 4.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-01-01 Epub Date: 2025-07-08 DOI: 10.1016/j.csi.2025.104046
Nikunja Mohan Modak , Ghassan Beydoun , José M. Merigó , Iman Rahimi , Willy Susilo
{"title":"40 years of Computer Standards & Interfaces: A bibliometric retrospective","authors":"Nikunja Mohan Modak ,&nbsp;Ghassan Beydoun ,&nbsp;José M. Merigó ,&nbsp;Iman Rahimi ,&nbsp;Willy Susilo","doi":"10.1016/j.csi.2025.104046","DOIUrl":"10.1016/j.csi.2025.104046","url":null,"abstract":"<div><div>Computer Standards &amp; Interfaces (CSI) is a leading international journal in the field of computer applications, standards, data management, interfaces, and software developments. This bibliometric study analyzes a four-decade journey of the CSI from 1982 to 2023. We captured data related to the CSI publications from two trustworthy databases: Web of Science (WoS) Core Collection and Scopus. We analyze the journal's performance in relationships with publications, citations, topics, periods, authors, institutions, countries, and regions. Visualization of similarities (VOS) viewer software is used to construct network visualizations of co-citations, co-occurrences, and bibliographic couplings of related issues. The present work finds that 2001 published articles in CSI have received 24,139 citations. David C. Yen from Texas Southern University (USA) and Ahmed Patel from Ceará State University (Brazil) are the most productive authors. The USA, Europe and East Asia are the most productive regions. Security, Standardization, Standards, Interoperability, Authentication, Privacy, and Cryptography are highly discussed research topics by the authors in CSI. This retrospective study explores the reach and credibility of CSI capturing active and significant involvements of the authors from different parts of the world.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"95 ","pages":"Article 104046"},"PeriodicalIF":4.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144655799","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Success factors for standards during the technology life cycle 技术生命周期中标准的成功因素
IF 4.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-01-01 Epub Date: 2025-06-30 DOI: 10.1016/j.csi.2025.104043
Geerten van de Kaa , Henk J. de Vries
{"title":"Success factors for standards during the technology life cycle","authors":"Geerten van de Kaa ,&nbsp;Henk J. de Vries","doi":"10.1016/j.csi.2025.104043","DOIUrl":"10.1016/j.csi.2025.104043","url":null,"abstract":"<div><div>Technological developments such as the Internet of Things, and artificial intelligence result in new innovative systems. In these systems, ICT is integrated in products, services and processes. Interconnectivity gets crucial and standards should facilitate this. New standards complement existing ones and these may originate both from the ICT field and from other fields. These fields have different standardization cultures and often, multiple standards are competing. The question is which standard, if any, will achieve market success. We relate the success factors to the different phases of the technology life cycle. We assess the importance of these factors by using the Best Worst Method. In the discussion section, we argue how the importance of certain factors may change and which new factors pop up in an increasingly globalized and digital world. This should provide a basis for future research on market success of standards in this new context.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"95 ","pages":"Article 104043"},"PeriodicalIF":4.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144596407","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Can a conventional email phishing nudge help fight SMiShing attacks? 传统的电子邮件网络钓鱼能帮助打击钓鱼攻击吗?
IF 4.1 2区 计算机科学
Computer Standards & Interfaces Pub Date : 2026-01-01 Epub Date: 2025-06-03 DOI: 10.1016/j.csi.2025.104031
Morgan E. Edwards , Jing Chen , Jeremiah D. Still
{"title":"Can a conventional email phishing nudge help fight SMiShing attacks?","authors":"Morgan E. Edwards ,&nbsp;Jing Chen ,&nbsp;Jeremiah D. Still","doi":"10.1016/j.csi.2025.104031","DOIUrl":"10.1016/j.csi.2025.104031","url":null,"abstract":"<div><div>Phishing attacks, a common cybersecurity threat, aim to deceive end-users into revealing sensitive information. While Human Factors researchers have extensively examined phishing in the email vector, the emergence of phishing in the SMS vector, known as SMiShing, has presented a new challenge. This study breaks new ground by investigating whether a conventional behavioral nudge intervention designed to combat email phishing can be effectively applied to SMiShing. A reflective nudge was implemented, providing participants with a message to encourage appropriate behavior. They were then tasked to sort email and text messages based on legitimacy. We manipulated the presence of nudge (present or absent) and the platform (email or text). Participants’ performance was measured using Signal Detection Theory, and they were asked to provide confidence ratings for each legitimacy decision. Our key findings revealed that the conventional nudge improved performance for email decisions, although it decreased user confidence. For text messages, the nudge hindered participants’ discrimination ability and did not significantly influence response bias performance or confidence ratings. Unfortunately, the effectiveness of the nudge did not simply transfer to text messages. We reflect on how to redesign the conventional nudge to increase its effectiveness against SMiShing.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"95 ","pages":"Article 104031"},"PeriodicalIF":4.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144255459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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