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A Brief Discussion on Data Encryption and Decryption Technology and Its Applications
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作者 Zhihong Jin 《Journal of Electronic Research and Application》 2025年第2期159-165,共7页
With the rapid development of information technology,data security issues have received increasing attention.Data encryption and decryption technology,as a key means of ensuring data security,plays an important role i... With the rapid development of information technology,data security issues have received increasing attention.Data encryption and decryption technology,as a key means of ensuring data security,plays an important role in multiple fields such as communication security,data storage,and data recovery.This article explores the fundamental principles and interrelationships of data encryption and decryption,examines the strengths,weaknesses,and applicability of symmetric,asymmetric,and hybrid encryption algorithms,and introduces key application scenarios for data encryption and decryption technology.It examines the challenges and corresponding countermeasures related to encryption algorithm security,key management,and encryption-decryption performance.Finally,it analyzes the development trends and future prospects of data encryption and decryption technology.This article provides a systematic understanding of data encryption and decryption techniques,which has good reference value for software designers. 展开更多
关键词 data encryption data decryption Communication security data storage encryption Key management
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IDCE:Integrated Data Compression and Encryption for Enhanced Security and Efficiency
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作者 Muhammad Usama Arshad Aziz +2 位作者 Suliman A.Alsuhibany Imtiaz Hassan Farrukh Yuldashev 《Computer Modeling in Engineering & Sciences》 2025年第4期1029-1048,共20页
Data compression plays a vital role in datamanagement and information theory by reducing redundancy.However,it lacks built-in security features such as secret keys or password-based access control,leaving sensitive da... Data compression plays a vital role in datamanagement and information theory by reducing redundancy.However,it lacks built-in security features such as secret keys or password-based access control,leaving sensitive data vulnerable to unauthorized access and misuse.With the exponential growth of digital data,robust security measures are essential.Data encryption,a widely used approach,ensures data confidentiality by making it unreadable and unalterable through secret key control.Despite their individual benefits,both require significant computational resources.Additionally,performing them separately for the same data increases complexity and processing time.Recognizing the need for integrated approaches that balance compression ratios and security levels,this research proposes an integrated data compression and encryption algorithm,named IDCE,for enhanced security and efficiency.Thealgorithmoperates on 128-bit block sizes and a 256-bit secret key length.It combines Huffman coding for compression and a Tent map for encryption.Additionally,an iterative Arnold cat map further enhances cryptographic confusion properties.Experimental analysis validates the effectiveness of the proposed algorithm,showcasing competitive performance in terms of compression ratio,security,and overall efficiency when compared to prior algorithms in the field. 展开更多
关键词 Chaotic maps SECURITY data compression data encryption integrated compression and encryption
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Time Parameter Based Low-Energy Data Encryption Method for Mobile Applications
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作者 Li-Woei Chen Kun-Lin Tsai +2 位作者 Fang-Yie Leu Wen-Cheng Jiang Shih-Ting Tseng 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第9期2779-2794,共16页
Various mobile devices and applications are now used in daily life.These devices require high-speed data processing,low energy consumption,low communication latency,and secure data transmission,especially in 5G and 6G... Various mobile devices and applications are now used in daily life.These devices require high-speed data processing,low energy consumption,low communication latency,and secure data transmission,especially in 5G and 6G mobile networks.High-security cryptography guarantees that essential data can be transmitted securely;however,it increases energy consumption and reduces data processing speed.Therefore,this study proposes a low-energy data encryption(LEDE)algorithm based on the Advanced Encryption Standard(AES)for improving data transmission security and reducing the energy consumption of encryption in Internet-of-Things(IoT)devices.In the proposed LEDE algorithm,the system time parameter is employed to create a dynamic S-Box to replace the static S-Box of AES.Tests indicated that six-round LEDE encryption achieves the same security level as 10-round conventional AES encryption.This reduction in encryption time results in the LEDE algorithm having a 67.4%lower energy consumption and 43.9%shorter encryption time than conventional AES;thus,the proposed LEDE algorithm can improve the performance and the energy consumption of IoT edge devices. 展开更多
关键词 Mobile application security AES data encryption time parameter mobile device
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Fluorescence Behavior and Emission Mechanisms of Poly(ethylene succinamide)and Its Applications in Fe^(3+)Detection and Data Encryption 被引量:3
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作者 Xubao Jiang Qinghui Wang +2 位作者 Bin Li Shusheng Li Xiang Zheng Kong 《Chinese Journal of Polymer Science》 SCIE EI CAS CSCD 2023年第1期129-142,共14页
Conventional fluorescent polymers are featured by large conjugation structures.In contrast,a new class of fluorescent polymers without any conjugations is gaining great interest in immerging applications.Polyamide is ... Conventional fluorescent polymers are featured by large conjugation structures.In contrast,a new class of fluorescent polymers without any conjugations is gaining great interest in immerging applications.Polyamide is a typical member of the conjugation-free fluorescent polymers.However,studies on their electrophotonic property are hardly available,although widely used in many fields.Herein,poly(ethylene succinamide),PA24,is synthesized;its chemical structure confirmed through multiple techniques(NMR,FTIR,XRD,etc.).PA24 is highly emissive as solid and in its solution at room temperature,and the emission is excitation and concentration dependant,with an unusual blue shift under excitation from 270 nm to 320 nm,a hardly observed phenomenon for all fluorescent polymers.Quite similar emission behavior is also observed under cryogenic condition at 77 K.Its emission behavior is thoroughly studied;the ephemeral emission blue-shift is interpreted through Förster resonance energy transfer.Based on its structures,the emission mechanism is ascribed to cluster-triggered emission,elucidated from multianalyses(NMR,FTIR,UV absorbance and DLS).In presence of a dozen of competitive metal ions,PA24 emission at 450 nm is selectively quenched by Fe^(3+).PA24 is used as probe for Fe^(3+)and H_(2)O_(2) detections and in data encryption.Therefore,this work provides a novel face of polyamide with great potential applications as sensors in different fields. 展开更多
关键词 POLYAMIDE Fluorescent emission Cluster formation Ferric ion detection data encryption
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Adaptive and Dynamic Mobile Phone Data Encryption Method 被引量:1
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作者 CAO Wanpeng BI Wei 《China Communications》 SCIE CSCD 2014年第1期103-109,共7页
To enhance the security of user data in the clouds,we present an adaptive and dynamic data encryption method to encrypt user data in the mobile phone before it is uploaded.Firstly,the adopted data encryption algorithm... To enhance the security of user data in the clouds,we present an adaptive and dynamic data encryption method to encrypt user data in the mobile phone before it is uploaded.Firstly,the adopted data encryption algorithm is not static and uniform.For each encryption,this algorithm is adaptively and dynamically selected from the algorithm set in the mobile phone encryption system.From the mobile phone's character,the detail encryption algorithm selection strategy is confirmed based on the user's mobile phone hardware information,personalization information and a pseudo-random number.Secondly,the data is rearranged with a randomly selected start position in the data before being encrypted.The start position's randomness makes the mobile phone data encryption safer.Thirdly,the rearranged data is encrypted by the selected algorithm and generated key.Finally,the analysis shows this method possesses the higher security because the more dynamics and randomness are adaptively added into the encryption process. 展开更多
关键词 data encryption mobile phone cloud storage pseudo-random number
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Novel Approach to Data Encryption Based on Matrix Computations 被引量:1
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作者 Rosilah Hassan Selver Pepic +2 位作者 Muzafer Saracevic Khaleel Ahmad Milan Tasic 《Computers, Materials & Continua》 SCIE EI 2021年第2期1139-1153,共15页
In this paper,we provide a new approach to data encryption using generalized inverses.Encryption is based on the implementation of weighted Moore–Penrose inverse A y MNenxmT over the nx8 constant matrix.The square He... In this paper,we provide a new approach to data encryption using generalized inverses.Encryption is based on the implementation of weighted Moore–Penrose inverse A y MNenxmT over the nx8 constant matrix.The square Hermitian positive definite matrix N8x8 p is the key.The proposed solution represents a very strong key since the number of different variants of positive definite matrices of order 8 is huge.We have provided NIST(National Institute of Standards and Technology)quality assurance tests for a random generated Hermitian matrix(a total of 10 different tests and additional analysis with approximate entropy and random digression).In the additional testing of the quality of the random matrix generated,we can conclude that the results of our analysis satisfy the defined strict requirements.This proposed MP encryption method can be applied effectively in the encryption and decryption of images in multi-party communications.In the experimental part of this paper,we give a comparison of encryption methods between machine learning methods.Machine learning algorithms could be compared by achieved results of classification concentrating on classes.In a comparative analysis,we give results of classifying of advanced encryption standard(AES)algorithm and proposed encryption method based on Moore–Penrose inverse. 展开更多
关键词 SECURITY data encryption matrix computations cloud computing machine learning
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Hadoop-based secure storage solution for big data in cloud computing environment 被引量:2
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作者 Shaopeng Guan Conghui Zhang +1 位作者 Yilin Wang Wenqing Liu 《Digital Communications and Networks》 SCIE CSCD 2024年第1期227-236,共10页
In order to address the problems of the single encryption algorithm,such as low encryption efficiency and unreliable metadata for static data storage of big data platforms in the cloud computing environment,we propose... In order to address the problems of the single encryption algorithm,such as low encryption efficiency and unreliable metadata for static data storage of big data platforms in the cloud computing environment,we propose a Hadoop based big data secure storage scheme.Firstly,in order to disperse the NameNode service from a single server to multiple servers,we combine HDFS federation and HDFS high-availability mechanisms,and use the Zookeeper distributed coordination mechanism to coordinate each node to achieve dual-channel storage.Then,we improve the ECC encryption algorithm for the encryption of ordinary data,and adopt a homomorphic encryption algorithm to encrypt data that needs to be calculated.To accelerate the encryption,we adopt the dualthread encryption mode.Finally,the HDFS control module is designed to combine the encryption algorithm with the storage model.Experimental results show that the proposed solution solves the problem of a single point of failure of metadata,performs well in terms of metadata reliability,and can realize the fault tolerance of the server.The improved encryption algorithm integrates the dual-channel storage mode,and the encryption storage efficiency improves by 27.6% on average. 展开更多
关键词 Big data security data encryption HADOOP Parallel encrypted storage Zookeeper
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Data encryption based on a 9D complex chaotic system with quaternion for smart grid
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作者 张芳芳 黄哲 +3 位作者 寇磊 李扬 曹茂永 马凤英 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第1期217-226,共10页
With the development of smart grid, operation and control of a power system can be realized through the power communication network, especially the power production and enterprise management business involve a large a... With the development of smart grid, operation and control of a power system can be realized through the power communication network, especially the power production and enterprise management business involve a large amount of sensitive information, and the requirements for data security and real-time transmission are gradually improved. In this paper, a new 9-dimensional(9D) complex chaotic system with quaternion is proposed for the encryption of smart grid data. Firstly, we present the mathematical model of the system, and analyze its attractors, bifurcation diagram, complexity,and 0–1 test. Secondly, the pseudo-random sequences are generated by the new chaotic system to encrypt power data.Finally, the proposed encryption algorithm is verified with power data and images in the smart grid, which can ensure the encryption security and real time. The verification results show that the proposed encryption scheme is technically feasible and available for power data and image encryption in smart grid. 展开更多
关键词 9-dimensional complex chaotic system data encryption QUATERNION smart grid REAL-TIME
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Mode of Operation for Modification, Insertion, and Deletion of Encrypted Data
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作者 Taek-Young Youn Nam-Su Jho 《Computers, Materials & Continua》 SCIE EI 2022年第10期151-164,共14页
Due to the development of 5G communication,many aspects of information technology(IT)services are changing.With the development of communication technologies such as 5G,it has become possible to provide IT services th... Due to the development of 5G communication,many aspects of information technology(IT)services are changing.With the development of communication technologies such as 5G,it has become possible to provide IT services that were difficult to provide in the past.One of the services made possible through this change is cloud-based collaboration.In order to support secure collaboration over cloud,encryption technology to securely manage dynamic data is essential.However,since the existing encryption technology is not suitable for encryption of dynamic data,a new technology that can provide encryption for dynamic data is required for secure cloudbased collaboration.In this paper,we propose a new encryption technology to support secure collaboration for dynamic data in the cloud.Specifically,we propose an encryption operation mode which can support data updates such as modification,addition,and deletion of encrypted data in an encrypted state.To support the dynamic update of encrypted data,we invent a new mode of operation technique named linked-block cipher(LBC).Basic idea of our work is to use an updatable random value so-called link to link two encrypted blocks.Due to the use of updatable random link values,we can modify,insert,and delete an encrypted data without decrypt it. 展开更多
关键词 data encryption cloud-based collaboration dynamic data update
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Application of Data Encryption Technology in Computer Network Communication Security
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作者 LIUBoting JIANGYu 《外文科技期刊数据库(文摘版)自然科学》 2022年第7期010-014,共5页
When integrating data encryption technology into the security management of computer network communication, it is necessary to select the corresponding technical scheme according to the characteristics of the current ... When integrating data encryption technology into the security management of computer network communication, it is necessary to select the corresponding technical scheme according to the characteristics of the current network environment, clarify the types and application characteristics of security protection technology, improve the security management mode, and prevent people from using computers. The current security management scheme is gradually improved, so that the application advantages of data encryption technology can be fully highlighted and peoples information security can be maintained. 展开更多
关键词 data encryption COMPUTER network communication security application
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基于区块链的去中心化多授权机构访问控制方法 被引量:2
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作者 刘炜 李淑培 +1 位作者 田钊 佘维 《郑州大学学报(理学版)》 北大核心 2025年第5期46-53,共8页
传统的基于单一授权机构的访问控制方案存在单点故障、效率低下等问题,为此提出一种基于区块链的去中心化多授权机构访问控制方法。首先,采用基于联盟链的多授权机构取代传统访问控制方法中的中心化实体,提供可靠、细粒度的访问控制;其... 传统的基于单一授权机构的访问控制方案存在单点故障、效率低下等问题,为此提出一种基于区块链的去中心化多授权机构访问控制方法。首先,采用基于联盟链的多授权机构取代传统访问控制方法中的中心化实体,提供可靠、细粒度的访问控制;其次,智能合约允许自动化访问判决,为了解决多授权机构带来的访问效率问题,提出一种基于智能合约的数据映射算法,利用数据关键信息构建映射表实现数据快速访问;最后,实验表明,所提出的方案能够有效降低用户访问时延,实现数据访问过程中的安全共享。 展开更多
关键词 访问控制 区块链 智能合约 属性加密 数据共享
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A Reversible Data Hiding with Quality Controllable Scheme for Encrypted-Compressed Image
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作者 LI Xinyan MOU Huajian +1 位作者 YAN Bing GAO Li 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2019年第5期383-390,共8页
In order to achieve image encryption and data embedding simultaneously, a reversible data hiding(RDH) algorithm for encrypted-compressed image in wavelet domain is proposed. This scheme employs the quality controllabl... In order to achieve image encryption and data embedding simultaneously, a reversible data hiding(RDH) algorithm for encrypted-compressed image in wavelet domain is proposed. This scheme employs the quality controllable parameter. Moreover it has larger embedding capacity and smaller quality control parameters than other methods in literatures. Meanwhile, the cross chaotic map is employed to generate chaotic sequences, and the total keys of the algorithm is far large. Experimental results and comparisons show that the proposed scheme has large capacity, high security, and strong resistance to brute-force. 展开更多
关键词 REVERSIBLE data hiding in encrypted image cross CHAOTIC map DIFFUSE and SCRAMBLE encryption-compression
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Analysis of Secured Cloud Data Storage Model for Information
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作者 Emmanuel Nwabueze Ekwonwune Udo Chukwuebuka Chigozie +1 位作者 Duroha Austin Ekekwe Georgina Chekwube Nwankwo 《Journal of Software Engineering and Applications》 2024年第5期297-320,共24页
This paper was motivated by the existing problems of Cloud Data storage in Imo State University, Nigeria such as outsourced data causing the loss of data and misuse of customer information by unauthorized users or hac... This paper was motivated by the existing problems of Cloud Data storage in Imo State University, Nigeria such as outsourced data causing the loss of data and misuse of customer information by unauthorized users or hackers, thereby making customer/client data visible and unprotected. Also, this led to enormous risk of the clients/customers due to defective equipment, bugs, faulty servers, and specious actions. The aim if this paper therefore is to analyze a secure model using Unicode Transformation Format (UTF) base 64 algorithms for storage of data in cloud securely. The methodology used was Object Orientated Hypermedia Analysis and Design Methodology (OOHADM) was adopted. Python was used to develop the security model;the role-based access control (RBAC) and multi-factor authentication (MFA) to enhance security Algorithm were integrated into the Information System developed with HTML 5, JavaScript, Cascading Style Sheet (CSS) version 3 and PHP7. This paper also discussed some of the following concepts;Development of Computing in Cloud, Characteristics of computing, Cloud deployment Model, Cloud Service Models, etc. The results showed that the proposed enhanced security model for information systems of cooperate platform handled multiple authorization and authentication menace, that only one login page will direct all login requests of the different modules to one Single Sign On Server (SSOS). This will in turn redirect users to their requested resources/module when authenticated, leveraging on the Geo-location integration for physical location validation. The emergence of this newly developed system will solve the shortcomings of the existing systems and reduce time and resources incurred while using the existing system. 展开更多
关键词 CLOUD data Information Model data Storage Cloud Computing Security System data encryption
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同态加密下用户隐私数据传输的安全保护方法 被引量:4
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作者 付爱英 熊宇峰 曾勍炜 《吉林大学学报(理学版)》 北大核心 2025年第2期573-579,共7页
为满足用户隐私数据传输的安全性需求,提出一种同态加密下用户隐私数据传输安全保护方法.首先,通过特征空间重组技术进行数据重构,利用语义相关性融合方法在捕获用户隐私数据特征的同时进行自适应调度,并对捕获的特征量进行模糊聚类,确... 为满足用户隐私数据传输的安全性需求,提出一种同态加密下用户隐私数据传输安全保护方法.首先,通过特征空间重组技术进行数据重构,利用语义相关性融合方法在捕获用户隐私数据特征的同时进行自适应调度,并对捕获的特征量进行模糊聚类,确定用户隐私数据属性;其次,结合用户隐私数据属性,采用同态加密算法和深度学习相结合的方法对用户隐私数据进行点对点加密传输,最终实现用户隐私数据传输安全保护.仿真实验结果表明,该方法的数据加密效果较好,通信开销较低,可以更好地确保用户隐私数据传输的安全性和可靠性. 展开更多
关键词 同态加密 用户隐私数据 传输安全保护 特征空间重组
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Improved Research on Fuzzy Search over Encrypted Cloud Data Based on Keywords
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作者 Ping Zhang Jianzhong Wang 《Journal of Computer and Communications》 2015年第9期90-98,共9页
A search strategy over encrypted cloud data based on keywords has been improved and has presented a method using different strategies on the client and the server to improve the search efficiency in this paper. The cl... A search strategy over encrypted cloud data based on keywords has been improved and has presented a method using different strategies on the client and the server to improve the search efficiency in this paper. The client uses the Chinese and English to achieve the synonym construction of the keywords, the establishment of the fuzzy-syllable words and synonyms set of keywords and the implementation of fuzzy search strategy over the encryption of cloud data based on keywords. The server side through the analysis of the user’s query request provides keywords for users to choose and topic words and secondary words are picked out. System will match topic words with historical inquiry in time order, and then the new query result of the request is directly gained. The analysis of the simulation experiment shows that the fuzzy search strategy can make better use of historical results on the basis of privacy protection for the realization of efficient data search, saving the search time and improving the efficiency of search. 展开更多
关键词 CLOUD data FUZZY SEARCH KEYWORDS SYNONYMS Searchable encryptION
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支持模式隐藏的多关键词公钥可搜索加密方案
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作者 聂旭云 成驰 +4 位作者 耿聪 廖泽宇 焦丽华 陈瑞东 陈大江 《通信学报》 北大核心 2025年第3期131-143,共13页
为了解决现有多用户可搜索加密方案无法隐藏访问模式和搜索模式、抵抗关键词猜测等攻击的问题,提出了一种全新的支持多用户、多关键词搜索的公钥可搜索加密方案。该方案能够在分布式系统中支持多写者/多读者功能,并利用安全比特分解(SBD... 为了解决现有多用户可搜索加密方案无法隐藏访问模式和搜索模式、抵抗关键词猜测等攻击的问题,提出了一种全新的支持多用户、多关键词搜索的公钥可搜索加密方案。该方案能够在分布式系统中支持多写者/多读者功能,并利用安全比特分解(SBD)协议,多密钥隐私保护外包计算(EPOM)和随机引入假阳性的方法,实现对访问模式与搜索模式的隐藏。同时,该方案支持多写者/多读者表示每个用户加密和上传数据,并搜索所有经授权的加密数据。该方案可通过在多个服务器上并行搜索来加速搜索处理,并仅需为所有读者维护一份加密索引。理论分析和实验结果表明,所提方案在满足陷门和密文的不可区分、多类布尔搜索、搜索和访问模式隐私的前提下,执行效率接近同类型的公钥可搜索加密最优方案。 展开更多
关键词 模式隐藏 多关键词 多写者/多读者 公钥可搜索加密 数据共享安全
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面向智慧油气勘探开发系统的多维密态数据聚合技术研究与应用
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作者 张晓均 张豪 +1 位作者 李兴鹏 张经伟 《计算机工程与科学》 北大核心 2025年第4期634-643,共10页
工业物联网(IIoT)技术使得智慧油气勘探开发系统加速了场区数据汇聚,打破了信息孤岛壁垒,同时勘探开发关键数据的机密性、完整性、认证性等信息安全保障也越来越重要。对此,提出了面向智慧油气勘探开发系统的多维密态数据聚合方案。该... 工业物联网(IIoT)技术使得智慧油气勘探开发系统加速了场区数据汇聚,打破了信息孤岛壁垒,同时勘探开发关键数据的机密性、完整性、认证性等信息安全保障也越来越重要。对此,提出了面向智慧油气勘探开发系统的多维密态数据聚合方案。该方案结合超递增序列,改进了同态加密算法,设计了随机盲化秘密参数,即使解密私钥遭泄露,油气勘探开发系统终端设备传输的重要数据也不会被窃取。可信中心根据勘探开发系统中各通信实体的真实身份产生对应的私钥,彼此可以根据对方的身份灵活地协商可认证的会话密钥,计算基于哈希函数的消息认证码。这样,控制中心可以轻量级地验证数据集成平台服务器发送的聚合密文的完整性,解密各个场区关键数据的聚合值,掌握勘探开发状态参数的平均值,实现对智慧油气勘探开发系统的实时监督与调控。安全性分析和性能评估结果表明,所提方案可以安全高效地部署在智慧油气勘探开发环境。 展开更多
关键词 智慧油气勘探开发系统 同态加密 密态聚合 消息认证码 完整性验证
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云存储数据加密重删攻击与防御技术研究进展
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作者 吴健 付印金 +4 位作者 方艳梅 刘垚 付伟 操晓春 肖侬 《计算机研究与发展》 北大核心 2025年第9期2283-2297,共15页
重复数据删除作为一种面向大数据的高效缩减技术,已经被广泛应用于各种云存储系统和服务中,为了兼容数据重删和加密,通常采用收敛加密.然而,这种云服务商的外包存储方式以及确定性的加密方式会导致一系列数据安全问题.目前,数据加密重... 重复数据删除作为一种面向大数据的高效缩减技术,已经被广泛应用于各种云存储系统和服务中,为了兼容数据重删和加密,通常采用收敛加密.然而,这种云服务商的外包存储方式以及确定性的加密方式会导致一系列数据安全问题.目前,数据加密重删技术已成为云存储领域的研究热点.首先介绍重复数据删除技术的概念、基础加密重删算法和云存储中数据加密重删的安全挑战.其次从攻击和防御的角度阐述当前云存储数据加密重删安全研究现状,攻击包括:蛮力攻击、频率攻击、侧信道攻击3种类型.围绕每种攻击类型,梳理对应的代表性防御方案,并总结各个方案的优势和缺陷.最后,针对当前数据加密重删防御方案存在的问题进行总结,并对未来的研究方向进行展望. 展开更多
关键词 云存储 数据重删 数据加密 攻击手段 防御措施
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计算机网络安全防护中数据加密技术的应用 被引量:1
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作者 田凌燕 《软件》 2025年第2期150-152,共3页
安全防护已经成为信息技术应用的重要工作方向。本文从数据加密技术的基本情况入手,阐述了强化计算机网络安全防护的现实意义。综合上述两点,从技术类型分析、网络模型搭建、加密形式采用、数据加密落实、身份验证应用、技术场景拓展、... 安全防护已经成为信息技术应用的重要工作方向。本文从数据加密技术的基本情况入手,阐述了强化计算机网络安全防护的现实意义。综合上述两点,从技术类型分析、网络模型搭建、加密形式采用、数据加密落实、身份验证应用、技术场景拓展、性能评估分析等多个角度探讨了在计算机网络安全防护中使用数据加密技术的关键要点。希望可以为相关人士提供帮助和借鉴,深化数据加密技术的实践应用。 展开更多
关键词 计算机 网络安全 防护 数据加密技术 应用
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移动群智感知下的隐私保护:安全感知的探索、发展、未来
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作者 何丽丽 蒋胜 +3 位作者 管新如 张洁楠 郑发扬 张磊 《计算机应用研究》 北大核心 2025年第11期3201-3214,共14页
移动群智感知(mobile crowdsensing,MCS)广泛应用于智慧城市、环境监测等领域,但由于其依赖大规模用户敏感数据,面临严峻的隐私泄露风险,已成为制约其推广应用的关键障碍。针对MCS中的隐私保护问题,开展了系统性调查与分类研究。通过梳... 移动群智感知(mobile crowdsensing,MCS)广泛应用于智慧城市、环境监测等领域,但由于其依赖大规模用户敏感数据,面临严峻的隐私泄露风险,已成为制约其推广应用的关键障碍。针对MCS中的隐私保护问题,开展了系统性调查与分类研究。通过梳理任务分配、数据采集与数据处理三阶段的隐私威胁,综合分析当前主流隐私保护技术,并构建了由匿名与假名、数据扰动、数据加密和分布式隐私保护四类方法构成的技术框架;进一步从隐私保护效果、计算复杂度、数据效用与适配性等维度对各类方法进行对比分析,揭示其原理特性与应用边界。最后,结合当前研究局限,探讨新兴技术在MCS隐私保护中的发展趋势与未来方向。 展开更多
关键词 移动群智感知 隐私保护 匿名与假名算法 数据扰动 数据加密 分布式隐私保护
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