{"id":"https://openalex.org/W3043358486","doi":"https://doi.org/10.1109/tii.2020.3008914","title":"Privacy-Assured FogCS: Chaotic Compressive Sensing for Secure Industrial Big Image Data Processing in Fog Computing","display_name":"Privacy-Assured FogCS: Chaotic Compressive Sensing for Secure Industrial Big Image Data Processing in Fog Computing","publication_year":2020,"publication_date":"2020-07-13","ids":{"openalex":"https://openalex.org/W3043358486","doi":"https://doi.org/10.1109/tii.2020.3008914","mag":"3043358486"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.3008914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3008914","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Privacy-assured_FogCS_chaotic_compressive_sensing_for_secure_industrial_big_image_data_processing_in_fog_computing/20681197","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085698418","display_name":"Yushu Zhang","orcid":"https://orcid.org/0000-0001-8183-8435"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yushu Zhang","raw_affiliation_strings":["Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China","College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-8183-8435","affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China","institution_ids":[]},{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338738","display_name":"Ping Wang","orcid":"https://orcid.org/0009-0001-2746-5102"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Wang","raw_affiliation_strings":["College of Cybersecurity, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cybersecurity, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060587038","display_name":"Hui Huang","orcid":"https://orcid.org/0000-0002-1049-9023"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Huang","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1049-9023","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100750950","display_name":"Youwen Zhu","orcid":"https://orcid.org/0000-0003-4365-9713"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youwen Zhu","raw_affiliation_strings":["Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China","College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-4365-9713","affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China","institution_ids":[]},{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100729507","display_name":"Di Xiao","orcid":"https://orcid.org/0000-0002-6958-5807"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Xiao","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-6958-5807","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051297830","display_name":"Yong Xiang","orcid":"https://orcid.org/0000-0003-3545-7863"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yong Xiang","raw_affiliation_strings":["School of Information Technology, Deakin University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3545-7863","affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.103,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.98827019,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"17","issue":"5","first_page":"3401","last_page":"3411"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7504432797431946},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.49911022186279297},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.46005862951278687},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4598444700241089},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.455951988697052},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.43973326683044434},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4371016025543213},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32862749695777893},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17387798428535461},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.142616868019104},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12785908579826355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7504432797431946},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.49911022186279297},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.46005862951278687},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4598444700241089},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.455951988697052},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.43973326683044434},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4371016025543213},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32862749695777893},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17387798428535461},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.142616868019104},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12785908579826355},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tii.2020.3008914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3008914","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30146333","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20681197","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Privacy-assured_FogCS_chaotic_compressive_sensing_for_secure_industrial_big_image_data_processing_in_fog_computing/20681197","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20681197","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Privacy-assured_FogCS_chaotic_compressive_sensing_for_secure_industrial_big_image_data_processing_in_fog_computing/20681197","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1420883908","display_name":"Privacy-Preserving Fog Info System in Infrastructure-Deficient Environments","funder_award_id":"LP190100594","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G8200400753","display_name":null,"funder_award_id":"cstc2017jcyjBX0008","funder_id":"https://openalex.org/F4320327865","funder_display_name":"Chongqing Research Program of Basic Research and Frontier Technology"}],"funders":[{"id":"https://openalex.org/F4320327865","display_name":"Chongqing Research Program of Basic Research and Frontier Technology","ror":null},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1678840258","https://openalex.org/W1993949541","https://openalex.org/W2011196617","https://openalex.org/W2015606516","https://openalex.org/W2030449718","https://openalex.org/W2042313694","https://openalex.org/W2045125148","https://openalex.org/W2062086221","https://openalex.org/W2084611410","https://openalex.org/W2103115408","https://openalex.org/W2114623221","https://openalex.org/W2122426971","https://openalex.org/W2129131372","https://openalex.org/W2129812098","https://openalex.org/W2140506330","https://openalex.org/W2145096794","https://openalex.org/W2160732418","https://openalex.org/W2190983062","https://openalex.org/W2276692463","https://openalex.org/W2296616510","https://openalex.org/W2507824011","https://openalex.org/W2534039953","https://openalex.org/W2568772110","https://openalex.org/W2592206357","https://openalex.org/W2605597655","https://openalex.org/W2612400923","https://openalex.org/W2639256297","https://openalex.org/W2755200181","https://openalex.org/W2765612399","https://openalex.org/W2771921305","https://openalex.org/W2797233110","https://openalex.org/W2805077076","https://openalex.org/W2883701651","https://openalex.org/W2898711294","https://openalex.org/W2914317125","https://openalex.org/W3105772014","https://openalex.org/W4250955649","https://openalex.org/W6637445332","https://openalex.org/W6679164396"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2158224665","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2379589510","https://openalex.org/W4233347783","https://openalex.org/W2910064364"],"abstract_inverted_index":{"In":[0,138],"the":[1,4,58,66,75,87,92,97,105,116,127,155,160],"age":[2],"of":[3,159],"industrial":[5,53],"big":[6,54],"data,":[7],"there":[8],"are":[9,94,112,124],"several":[10],"significant":[11],"problems":[12],"such":[13],"as":[14],"high-overhead":[15],"data":[16,18,22,38,56,84,123],"acquisition,":[17],"privacy":[19],"leakage,":[20],"and":[21,78,108,134,157],"tampering.":[23],"Fog":[24],"computing":[25,60],"capability":[26],"is":[27,71,150],"rapidly":[28],"expanding":[29],"to":[30,73,126],"address":[31],"not":[32],"only":[33],"network":[34],"congestion":[35],"issues":[36],"but":[37],"security":[39],"issues.":[40],"This":[41],"article":[42],"presents":[43],"a":[44,140,145],"chaotic":[45],"compressive":[46],"sensing":[47],"(CS)":[48],"scheme":[49],"for":[50,81,131],"securely":[51],"processing":[52],"image":[55,83],"in":[57,86,96],"fog":[59,98],"paradigm,":[61],"called":[62],"privacy-assured":[63,161],"FogCS.":[64],"Specially,":[65],"sine":[67],"logistic":[68],"modulation":[69],"map":[70],"used":[72],"drive":[74],"privacy-assured,":[76],"authenticated,":[77],"block":[79],"CS":[80],"secure":[82],"collection":[85],"sensor":[88],"nodes.":[89,99],"After":[90],"sampling,":[91],"measurements":[93,102],"normalized":[95,101],"The":[100],"can":[103],"achieve":[104],"perfect":[106],"secrecy":[107],"their":[109],"energy":[110],"values":[111],"further":[113],"masked":[114],"through":[115],"proposed":[117],"permutation-diffusion":[118],"architecture.":[119],"Finally,":[120],"these":[121],"relevant":[122],"transmitted":[125],"clouds":[128],"(data":[129],"centers)":[130],"storage,":[132],"reconstruction,":[133],"authentication":[135],"if":[136],"required.":[137],"addition,":[139],"hardware":[141],"implementation":[142],"reference":[143],"on":[144],"field":[146],"programmable":[147],"gate":[148],"array":[149],"designed.":[151],"Simulation":[152],"analyses":[153],"show":[154],"feasibility":[156],"efficiency":[158],"FogCS":[162],"scheme.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":5}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}