{"id":"https://openalex.org/W4403209841","doi":"https://doi.org/10.1109/tii.2024.3449995","title":"A Lightweight Image Forgery Prevention Scheme for IoT Using GAN-Based Steganography","display_name":"A Lightweight Image Forgery Prevention Scheme for IoT Using GAN-Based Steganography","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403209841","doi":"https://doi.org/10.1109/tii.2024.3449995"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3449995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3449995","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100755903","display_name":"Li Xiao","orcid":"https://orcid.org/0000-0002-0287-4663"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiao Li","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-0287-4663","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030223441","display_name":"Liquan Chen","orcid":"https://orcid.org/0000-0002-7202-4939"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liquan Chen","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7202-4939","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108042229","display_name":"Ju Jia","orcid":"https://orcid.org/0000-0001-6894-1331"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ju Jia","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-6894-1331","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075889321","display_name":"Zhongyuan Qin","orcid":"https://orcid.org/0000-0002-7887-7203"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyuan Qin","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7887-7203","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066341740","display_name":"Zhangjie Fu","orcid":"https://orcid.org/0000-0002-4363-2521"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangjie Fu","raw_affiliation_strings":["Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4363-2521","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100755903"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":1.4285,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83282471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"21","issue":"1","first_page":"167","last_page":"177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9553999900817871,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9243000149726868,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.7259896993637085},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6380647420883179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6377607583999634},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.43772491812705994},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40842539072036743},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3756738305091858},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37117695808410645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3318120837211609},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09475305676460266}],"concepts":[{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.7259896993637085},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6380647420883179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6377607583999634},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.43772491812705994},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40842539072036743},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3756738305091858},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37117695808410645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3318120837211609},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09475305676460266},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3449995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3449995","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2259478128","display_name":null,"funder_award_id":"U22B2026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W22271197","https://openalex.org/W1901129140","https://openalex.org/W2009130368","https://openalex.org/W2154026545","https://openalex.org/W2322622188","https://openalex.org/W2751202750","https://openalex.org/W2809795042","https://openalex.org/W2892948265","https://openalex.org/W2901128751","https://openalex.org/W2949862294","https://openalex.org/W2963494934","https://openalex.org/W2981923053","https://openalex.org/W3007167794","https://openalex.org/W3034521057","https://openalex.org/W3035421056","https://openalex.org/W3037650204","https://openalex.org/W3041607159","https://openalex.org/W3083185154","https://openalex.org/W3083445198","https://openalex.org/W3109340983","https://openalex.org/W3174194560","https://openalex.org/W3200967845","https://openalex.org/W3214626835","https://openalex.org/W4225381923","https://openalex.org/W4282839274","https://openalex.org/W4288458148","https://openalex.org/W4307392280","https://openalex.org/W4312728120","https://openalex.org/W4376481109","https://openalex.org/W4382912979","https://openalex.org/W4387184842"],"related_works":["https://openalex.org/W2521839693","https://openalex.org/W2969135852","https://openalex.org/W2188948172","https://openalex.org/W38533693","https://openalex.org/W2892069487","https://openalex.org/W2741842698","https://openalex.org/W1760333999","https://openalex.org/W2265739152","https://openalex.org/W2094307307","https://openalex.org/W2153696906"],"abstract_inverted_index":{"Computer":[0],"vision":[1],"(CV)":[2],"applications":[3,46,62],"empower":[4],"various":[5],"Internet":[6],"of":[7,33],"Things":[8],"(IoT)":[9],"scenarios.":[10,82],"However,":[11,75],"their":[12],"advancements":[13],"in":[14,79],"image":[15,34,64,88],"generation":[16],"and":[17,63,72,130],"manipulation":[18],"tools":[19],"make":[20],"it":[21,106],"increasingly":[22],"easy":[23],"to":[24,108],"produce":[25],"highly":[26],"deceptive":[27],"forged":[28],"images,":[29],"escalating":[30],"the":[31],"risk":[32],"forgery.":[35],"Cryptography-based":[36],"methods":[37,57],"can":[38,58,114],"secure":[39],"images":[40],"but":[41],"cannot":[42],"support":[43],"direct":[44],"CV":[45,61],"with":[47,67,118],"compromised":[48],"visual":[49],"legibility.":[50],"Existing":[51],"generative":[52],"adversarial":[53],"network":[54],"(GAN)-based":[55],"steganography":[56],"effectively":[59],"facilitate":[60],"forgery":[65,89],"prevention":[66,90],"high":[68,136],"indistinguishability":[69],"between":[70],"stego":[71],"cover":[73],"images.":[74,103],"they":[76],"are":[77],"inefficient":[78],"resource-constrained":[80],"IoT":[81,93,139],"Therefore,":[83],"we":[84],"propose":[85],"a":[86,119],"lightweight":[87,120],"scheme":[91,98,113],"for":[92],"using":[94],"GAN-based":[95],"steganography.":[96],"Our":[97,112],"embeds":[99],"identity":[100],"data":[101],"within":[102],"If":[104],"forged,":[105],"fails":[107],"recover,":[109],"triggering":[110],"alerts.":[111],"significantly":[115],"improve":[116],"efficiency":[117],"generator":[121],"designed":[122],"by":[123],"incorporating":[124],"blueprint":[125],"separable":[126],"convolutions,":[127],"sum":[128],"connections":[129],"discrete":[131],"wavelet":[132],"transform":[133],"while":[134],"ensuring":[135],"effectiveness.":[137],"Real-world":[138],"experimental":[140],"results":[141],"demonstrate":[142],"this.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
