{"id":"https://openalex.org/W4401110192","doi":"https://doi.org/10.1109/tsp63128.2024.10605975","title":"From Deepfakes to Digital Truths: The Role of Watermarking in AI-Generated Image Verification","display_name":"From Deepfakes to Digital Truths: The Role of Watermarking in AI-Generated Image Verification","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4401110192","doi":"https://doi.org/10.1109/tsp63128.2024.10605975"},"language":"en","primary_location":{"id":"doi:10.1109/tsp63128.2024.10605975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp63128.2024.10605975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-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/A5104971724","display_name":"Jinal Jagdishkumar Thakkar","orcid":null},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jinal Jagdishkumar Thakkar","raw_affiliation_strings":["New Jersey Institute of Technology,Dept of Computer Science,New Jersey,USA"],"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology,Dept of Computer Science,New Jersey,USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049737152","display_name":"Arashdeep Kaur","orcid":"https://orcid.org/0000-0003-3329-2372"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arashdeep Kaur","raw_affiliation_strings":["New Jersey Institute of Technology,Dept of Computer Science,New Jersey,USA"],"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology,Dept of Computer Science,New Jersey,USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5104971724"],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":null,"apc_paid":null,"fwci":1.2481,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8051119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"216","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9695000052452087,"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":0.9598000049591064,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-watermarking","display_name":"Digital watermarking","score":0.8898752927780151},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6870534420013428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5388815402984619},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5163384675979614},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45752039551734924},{"id":"https://openalex.org/keywords/digital-watermarking-alliance","display_name":"Digital Watermarking Alliance","score":0.41164088249206543},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3201156258583069}],"concepts":[{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.8898752927780151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6870534420013428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5388815402984619},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5163384675979614},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45752039551734924},{"id":"https://openalex.org/C193470923","wikidata":"https://www.wikidata.org/wiki/Q5276026","display_name":"Digital Watermarking Alliance","level":4,"score":0.41164088249206543},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3201156258583069}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp63128.2024.10605975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp63128.2024.10605975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1538639071","https://openalex.org/W2015857425","https://openalex.org/W2164736805","https://openalex.org/W2913312094","https://openalex.org/W2970373593","https://openalex.org/W3034856584","https://openalex.org/W3037806832","https://openalex.org/W3105332870","https://openalex.org/W3106527215","https://openalex.org/W3131018823","https://openalex.org/W3135872251","https://openalex.org/W4206425634","https://openalex.org/W4285189838","https://openalex.org/W4288636824","https://openalex.org/W4312096718","https://openalex.org/W4312786328","https://openalex.org/W4313147134","https://openalex.org/W4321022044","https://openalex.org/W4360996458","https://openalex.org/W4377287669","https://openalex.org/W4379251513","https://openalex.org/W4381198923","https://openalex.org/W4387092399","https://openalex.org/W4387947302","https://openalex.org/W4388052856","https://openalex.org/W4388520298","https://openalex.org/W4389161165","https://openalex.org/W4389666611","https://openalex.org/W4390872921","https://openalex.org/W4391129140"],"related_works":["https://openalex.org/W2181535967","https://openalex.org/W1846726187","https://openalex.org/W2477667625","https://openalex.org/W2381262728","https://openalex.org/W2377399388","https://openalex.org/W4252396456","https://openalex.org/W2604834115","https://openalex.org/W2385102862","https://openalex.org/W3081117916","https://openalex.org/W2381420072"],"abstract_inverted_index":{"The":[0,114],"evolution":[1],"of":[2,22,35,68],"Artificial":[3],"Intelligence":[4],"(AI),":[5],"Machine":[6],"Learning":[7,11],"(ML),":[8],"and":[9,29,49,54,88,95,102,110,122,124],"Deep":[10],"(DL)":[12],"has":[13],"introduced":[14],"deepfake":[15,108],"technology.":[16],"Deepfake":[17],"technology":[18],"is":[19],"a":[20,73,99,104],"form":[21],"digital":[23],"manipulation":[24],"that":[25],"alters":[26],"video,":[27],"image,":[28],"audio":[30],"content":[31,93],"with":[32],"the":[33,65],"help":[34],"Generative":[36],"AI.":[37],"Those":[38],"deepfakes":[39],"have":[40],"increased":[41],"concerns":[42,56],"in":[43],"various":[44,85],"fields,":[45],"including":[46],"education,":[47],"art,":[48],"they":[50],"also":[51],"raise":[52],"ethical":[53],"security":[55],"due":[57],"to":[58,79,91,127],"their":[59,89,120],"potential":[60,125],"for":[61,76],"deceptive":[62],"content.":[63,130],"Reviewing":[64],"increasing":[66],"challenge":[67],"identifying":[69],"high-quality":[70],"deepfakes,":[71],"there's":[72],"pressing":[74],"need":[75],"robust":[77],"measures":[78],"counter":[80],"them.":[81],"This":[82],"review":[83],"explores":[84],"watermarking":[86,118],"techniques":[87],"use":[90],"protect":[92],"authenticity":[94],"origin.":[96],"Watermarking":[97],"embeds":[98],"subtle":[100],"watermark":[101],"provides":[103],"strong":[105],"defense":[106],"against":[107],"technologies":[109],"similar":[111],"AI-driven":[112],"tools.":[113],"paper":[115],"discusses":[116],"current":[117],"methods,":[119],"strengths":[121],"weaknesses,":[123],"improvements":[126],"verify":[128],"AI-generated":[129]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}