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High-payload completely reversible data hiding in encrypted images by an interpolation technique Article
Di XIAO, Ying WANG, Tao XIANG, Sen BAI
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 11, Pages 1732-1743 doi: 10.1631/FITEE.1601067
Keywords: Encrypted image Data hiding Image recovery Real reversibility Interpolation
Reversible data hiding using a transformer predictor and an adaptive embedding strategy Research Article
Linna ZHOU, Zhigao LU, Weike YOU, Xiaofei FANG,zhoulinna@bupt.edu.cn,luchen@uir.edu.cn,ywk@bupt.edu.cn
Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 8, Pages 1143-1155 doi: 10.1631/FITEE.2300041
Keywords: Reversible data hiding Transformer Adaptive embedding strategy
High capacity reversible data hiding in encrypted images based on adaptive quadtree partitioning and Research Article
Kaili QI, Minqing ZHANG, Fuqiang DI, Yongjun KONG,1804480181@qq.com
Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 8, Pages 1156-1168 doi: 10.1631/FITEE.2200501
Keywords: Adaptive quadtree partitioning Adaptive most significant bit (MSB) prediction Reversible data hiding
The System Standpoint on Information Safety
Li Daimao
Strategic Study of CAE 2007, Volume 9, Issue 8, Pages 21-25
The meanings in three layers on information safety are given. It is proposed that all management, strategy and technology are necessary to implement information safety, because the science of information safety is the merger of natural and social sciences. The concept of information system which includes elements, boundary, working condition and relevant people is proposed. The relation between the system and information safety is analyzed, and an example about information safety in communication is given. The procedure of safety designing is suggested.
Keywords: information safety security factor information hiding boundary threat
Ablock-based secure and robustwatermarking scheme for color images based onmulti-resolution decomposition and de-correlation Research Articles
Muhammad IMRAN, Bruce A. HARVEY, Muhammad ATIF, Adnan Ali MEMON
Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 7, Pages 946-963 doi: 10.1631/FITEE.1700667
This paper presents a block-based secure and robust watermarking technique for color images based on multi-resolution decomposition and de-correlation. The principal objective of the presented scheme is to simultaneously meet all the four requirements (robustness, security, imperceptibility, and capacity) of a good watermarking scheme. The contribution of this study is to basically achieve the four contradictory requirements that a good watermarking scheme must meet. To do so, different approaches are combined in a way that the four requirements are achieved. For instance, to obtain imperceptibility, the three color channels (red, green, and blue) are de-correlated using principal component analysis, and the first principal component (de-correlated red channel) is chosen for watermark embedding. Afterwards, to achieve robustness, the de-correlated channel is decomposed using a discrete wavelet transform (DWT), and the approximate band (the other three bands are kept intact to preserve the edge information) is further decomposed into distinct blocks. The random blocks are chosen based on a random generated key. The random selected blocks are further broken down into singular values and vectors. Based on the mutual dependency on singular values and vectors’ matrices, the values are modified depending on the watermarking bits, and their locations are saved and used as another key, required when the watermark is to be extracted. Consequently, two-level authentication levels ensure the security, and using both singular values and vectors increases the capacity of the presented scheme. Moreover, the involvement of both left and right singular vectors along with singular values in the watermarking embedding process strengthens the robustness of the proposed scheme. Finally, to compare the presented scheme with the state-of-the-art schemes in terms of imperceptibility (peak signal-to-noise ratio and structural similarity index), security (with numerous fake keys), robustness (normalized correlation and bit error rate), and capacity, the Gonzalez and Kodak datasets are used. The comparison shows significant improvement of the proposed scheme over existing schemes.
Keywords: Copyright protection Data hiding Multi-resolution decomposition De-correlation Security
A review of systematic evaluation and improvement in the big data environment
Feng YANG, Manman WANG
Frontiers of Engineering Management 2020, Volume 7, Issue 1, Pages 27-46 doi: 10.1007/s42524-020-0092-6
Keywords: big data evaluation methods systematic improvement big data analytic techniques data mining
Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 8, doi: 10.1007/s11783-023-1694-0
● Data quality assessment criteria for MP/NPs in food products were
Keywords: Microplastic Nanoplastic Food products Data quality Human health risk
Blockchain application in healthcare service mode based on Health Data Bank
Jianxia GONG, Lindu ZHAO
Frontiers of Engineering Management 2020, Volume 7, Issue 4, Pages 605-614 doi: 10.1007/s42524-020-0138-9
Keywords: Health Data Bank blockchain data assets smart contract incentive mechanism
Challenges to Engineering Management in the Big Data Era
Yong Shi
Frontiers of Engineering Management 2015, Volume 2, Issue 3, Pages 293-303 doi: 10.15302/J-FEM-2015042
Keywords: big data data science intelligent knowledge engineering management real-life applications
Intelligent data analytics is here to change engineering management
Jonathan Jingsheng SHI, Saixing ZENG, Xiaohua MENG
Frontiers of Engineering Management 2017, Volume 4, Issue 1, Pages 41-48 doi: 10.15302/J-FEM-2017003
Keywords: engineering management project management big data data analytics planning execution
Special issue: Innovative applications of big data and artificial intelligence
Frontiers of Engineering Management 2022, Volume 9, Issue 4, Pages 517-519 doi: 10.1007/s42524-022-0234-0
Anensemble method for data stream classification in the presence of concept drift
Omid ABBASZADEH,Ali AMIRI,Ali Reza KHANTEYMOORI
Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 12, Pages 1059-1068 doi: 10.1631/FITEE.1400398
Keywords: Data stream Classificaion Ensemble classifiers Concept drift
Nicolas MUNIER-JOLAIN, Martin LECHENET
Frontiers of Agricultural Science and Engineering 2020, Volume 7, Issue 1, Pages 21-27 doi: 10.15302/J-FASE-2019292
Keywords: data mining holistic Integrated Pest Management economics DEPHY network.
Frontiers in Energy doi: 10.1007/s11708-023-0912-6
Keywords: model predictive control interconnected data center multi-timescale optimized scheduling distributed
Big data and machine learning: A roadmap towards smart plants
Frontiers of Engineering Management Pages 623-639 doi: 10.1007/s42524-022-0218-0
Keywords: big data machine learning artificial intelligence smart sensor cyber–physical system Industry 4.0
Title Author Date Type Operation
High-payload completely reversible data hiding in encrypted images by an interpolation technique
Di XIAO, Ying WANG, Tao XIANG, Sen BAI
Journal Article
Reversible data hiding using a transformer predictor and an adaptive embedding strategy
Linna ZHOU, Zhigao LU, Weike YOU, Xiaofei FANG,zhoulinna@bupt.edu.cn,luchen@uir.edu.cn,ywk@bupt.edu.cn
Journal Article
High capacity reversible data hiding in encrypted images based on adaptive quadtree partitioning and
Kaili QI, Minqing ZHANG, Fuqiang DI, Yongjun KONG,1804480181@qq.com
Journal Article
Ablock-based secure and robustwatermarking scheme for color images based onmulti-resolution decomposition and de-correlation
Muhammad IMRAN, Bruce A. HARVEY, Muhammad ATIF, Adnan Ali MEMON
Journal Article
A review of systematic evaluation and improvement in the big data environment
Feng YANG, Manman WANG
Journal Article
Data quality assessment for studies investigating microplastics and nanoplastics in food products: Arecurrent data reliable?
Journal Article
Blockchain application in healthcare service mode based on Health Data Bank
Jianxia GONG, Lindu ZHAO
Journal Article
Intelligent data analytics is here to change engineering management
Jonathan Jingsheng SHI, Saixing ZENG, Xiaohua MENG
Journal Article
Anensemble method for data stream classification in the presence of concept drift
Omid ABBASZADEH,Ali AMIRI,Ali Reza KHANTEYMOORI
Journal Article
Methodological considerations for redesigning sustainable cropping systems: the value of data-mininglarge and detailed farm data sets at the cropping system level
Nicolas MUNIER-JOLAIN, Martin LECHENET
Journal Article
Multi-timescale optimization scheduling of interconnected data centers based on model predictive control
Journal Article