{"id":"https://openalex.org/W4391307381","doi":"https://doi.org/10.1109/icspcc59353.2023.10400335","title":"RAE-TPE: A Reversible Adversarial Example Generation Method Based on Thumbnail Preserving Encryption","display_name":"RAE-TPE: A Reversible Adversarial Example Generation Method Based on Thumbnail Preserving Encryption","publication_year":2023,"publication_date":"2023-11-14","ids":{"openalex":"https://openalex.org/W4391307381","doi":"https://doi.org/10.1109/icspcc59353.2023.10400335"},"language":"en","primary_location":{"id":"doi:10.1109/icspcc59353.2023.10400335","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icspcc59353.2023.10400335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","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/A5055261387","display_name":"Xiuli Chai","orcid":"https://orcid.org/0000-0002-1609-0624"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiuli Chai","raw_affiliation_strings":["College of Artificial Intelligence, Henan University,Zhengzhou,China","College of Artificial Intelligence, Henan University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Henan University,Zhengzhou,China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"College of Artificial Intelligence, Henan University, Zhengzhou, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457678","display_name":"Zhe Chen","orcid":"https://orcid.org/0000-0002-2919-4481"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Chen","raw_affiliation_strings":["College of Artificial Intelligence, Henan University,Zhengzhou,China","College of Artificial Intelligence, Henan University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Henan University,Zhengzhou,China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"College of Artificial Intelligence, Henan University, Zhengzhou, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009901155","display_name":"Zhihua Gan","orcid":"https://orcid.org/0000-0002-1138-1887"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Gan","raw_affiliation_strings":["College of Software, Henan University,Kaifeng,China","College of Software, Henan University, Kaifeng, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Henan University,Kaifeng,China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"College of Software, Henan University, Kaifeng, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","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":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics,Nanjing,China","College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics,Nanjing,China","institution_ids":["https://openalex.org/I9842412"]},{"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":"last","author":{"id":"https://openalex.org/A5113916988","display_name":"Yong Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Tan","raw_affiliation_strings":["School of Artificial Intelligence, Henan University,Zhengzhou,China","School of Artificial Intelligence, Henan University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Henan University,Zhengzhou,China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Artificial Intelligence, Henan University, Zhengzhou, China","institution_ids":["https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055261387"],"corresponding_institution_ids":["https://openalex.org/I173899330"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21195618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/thumbnail","display_name":"Thumbnail","score":0.9234256744384766},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.8525037169456482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6972335577011108},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5237369537353516},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2835133969783783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18193945288658142},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17976412177085876}],"concepts":[{"id":"https://openalex.org/C160174412","wikidata":"https://www.wikidata.org/wiki/Q873806","display_name":"Thumbnail","level":3,"score":0.9234256744384766},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8525037169456482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6972335577011108},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5237369537353516},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2835133969783783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18193945288658142},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17976412177085876}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icspcc59353.2023.10400335","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icspcc59353.2023.10400335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W68804076","https://openalex.org/W1763200058","https://openalex.org/W2028299542","https://openalex.org/W2114770744","https://openalex.org/W2121393355","https://openalex.org/W2133665775","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2618530766","https://openalex.org/W2766866342","https://openalex.org/W2795727551","https://openalex.org/W2917875153","https://openalex.org/W2938260698","https://openalex.org/W2941048077","https://openalex.org/W2962835968","https://openalex.org/W2963771536","https://openalex.org/W3041689490","https://openalex.org/W3092991443","https://openalex.org/W3102564565","https://openalex.org/W3184796286","https://openalex.org/W3192874972","https://openalex.org/W3205613222","https://openalex.org/W4226094323","https://openalex.org/W4226296014","https://openalex.org/W4229026509","https://openalex.org/W4254278150","https://openalex.org/W4394647183"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2011506639","https://openalex.org/W137154299","https://openalex.org/W2095080241","https://openalex.org/W2501702011","https://openalex.org/W2908847257","https://openalex.org/W2512435841","https://openalex.org/W4298160414","https://openalex.org/W4246915297","https://openalex.org/W3042973114"],"abstract_inverted_index":{"Nowadays,":[0],"large":[1],"numbers":[2],"of":[3,100],"private":[4],"images":[5,40,102,117],"are":[6],"stored":[7],"in":[8],"the":[9,35,44,97,101,106,116,136,147],"cloud,":[10],"which":[11,76],"may":[12],"be":[13,119],"recognized":[14],"by":[15,154],"unauthorized":[16,29,57],"models,":[17],"seriously":[18],"threatening":[19],"users'":[20],"privacy":[21],"security.":[22],"Although":[23],"adversarial":[24,48],"example":[25,49],"(AE)":[26],"can":[27,41,118],"mislead":[28,43],"models":[30,58],"to":[31,39,134],"protect":[32],"image":[33,74],"privacy,":[34],"irreversible":[36],"perturbations":[37],"added":[38],"also":[42],"authorized":[45,61],"models.":[46,113],"Reversible":[47],"(RAE)":[50],"provides":[51],"an":[52,83],"effective":[53],"solution":[54],"that":[55,87,151],"misleads":[56],"without":[59],"affecting":[60],"ones.":[62],"However,":[63],"existing":[64],"RAE":[65,84,89],"generation":[66,85],"methods":[67],"have":[68],"low":[69],"attack":[70,141,158],"ability":[71,159],"and":[72,140,160],"imperfect":[73],"recovery,":[75],"makes":[77],"them":[78],"unsatisfactory.":[79],"This":[80],"paper":[81],"proposes":[82],"method":[86],"is":[88,103],"based":[90],"on":[91,146],"Thumbnail":[92],"Preserving":[93],"Encryption":[94],"(RAE-TPE),":[95],"where":[96],"semantic":[98],"information":[99],"unchanged":[104],"but":[105],"generated":[107,153],"RAEs":[108,152],"successfully":[109],"fool":[110],"traditional":[111],"classification":[112],"Through":[114],"decryption,":[115],"recovered":[120],"losslessly.":[121],"Additionally,":[122],"we":[123],"present":[124],"a":[125],"novel":[126],"optimization":[127],"algorithm":[128],"called":[129],"dual":[130],"annealing":[131],"evolution":[132],"(DAE)":[133],"enhance":[135],"RAEs'":[137],"visual":[138],"quality":[139],"ability.":[142],"The":[143],"experimental":[144],"results":[145],"ImageNet":[148],"dataset":[149],"demonstrate":[150],"RAE-TPE":[155],"show":[156],"excellent":[157],"robustness.":[161]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
