{"id":"https://openalex.org/W3016114141","doi":"https://doi.org/10.1109/icassp40776.2020.9053216","title":"Adversarial Networks for Secure Wireless Communications","display_name":"Adversarial Networks for Secure Wireless Communications","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3016114141","doi":"https://doi.org/10.1109/icassp40776.2020.9053216","mag":"3016114141"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9053216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11380/1247346","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052326291","display_name":"Thomas Marchioro","orcid":"https://orcid.org/0000-0003-3353-102X"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Thomas Marchioro","raw_affiliation_strings":["University of Padova, Italy"],"affiliations":[{"raw_affiliation_string":"University of Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052660139","display_name":"Nicola Laurenti","orcid":"https://orcid.org/0000-0001-7592-1929"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Laurenti","raw_affiliation_strings":["University of Padova, Italy"],"affiliations":[{"raw_affiliation_string":"University of Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016883501","display_name":"Den\u0131z G\u00fcnd\u00fcz","orcid":"https://orcid.org/0000-0002-7725-395X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Deniz Gunduz","raw_affiliation_strings":["Imperial College, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052326291"],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":null,"apc_paid":null,"fwci":1.2488,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.79243886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"8748","last_page":"8752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9997000098228455,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9955000281333923,"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"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9865000247955322,"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/eavesdropping","display_name":"Eavesdropping","score":0.8710012435913086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7449063062667847},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.6448851823806763},{"id":"https://openalex.org/keywords/information-leakage","display_name":"Information leakage","score":0.6340978145599365},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5670344829559326},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.551455557346344},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4577937722206116},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4487707018852234},{"id":"https://openalex.org/keywords/information-theory","display_name":"Information theory","score":0.42198047041893005},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.41171061992645264},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.268668532371521},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21951767802238464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16990360617637634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14964476227760315}],"concepts":[{"id":"https://openalex.org/C2776788033","wikidata":"https://www.wikidata.org/wiki/Q320769","display_name":"Eavesdropping","level":2,"score":0.8710012435913086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7449063062667847},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.6448851823806763},{"id":"https://openalex.org/C2779201187","wikidata":"https://www.wikidata.org/wiki/Q2775060","display_name":"Information leakage","level":2,"score":0.6340978145599365},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5670344829559326},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.551455557346344},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4577937722206116},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4487707018852234},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.42198047041893005},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.41171061992645264},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.268668532371521},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21951767802238464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16990360617637634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14964476227760315},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp40776.2020.9053216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unimore.it:11380/1247346","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1247346","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:www.research.unipd.it:11577/3341178","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9053216","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1247346","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1247346","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W115285041","https://openalex.org/W252932944","https://openalex.org/W949353694","https://openalex.org/W2043769961","https://openalex.org/W2057124070","https://openalex.org/W2068887604","https://openalex.org/W2099471712","https://openalex.org/W2127140374","https://openalex.org/W2128153585","https://openalex.org/W2159687282","https://openalex.org/W2734408173","https://openalex.org/W2940416307","https://openalex.org/W2946889564","https://openalex.org/W2963007836","https://openalex.org/W2971153810","https://openalex.org/W2974170798","https://openalex.org/W2993016614","https://openalex.org/W4320013936","https://openalex.org/W6604628494"],"related_works":["https://openalex.org/W4320018150","https://openalex.org/W112420819","https://openalex.org/W2918039754","https://openalex.org/W4239582170","https://openalex.org/W2918664383","https://openalex.org/W2154174517","https://openalex.org/W2889153935","https://openalex.org/W106056076","https://openalex.org/W4320855730","https://openalex.org/W2135200719"],"abstract_inverted_index":{"We":[0,102],"propose":[1,103],"a":[2,15,18,86,104],"data-driven":[3,105],"secure":[4],"wireless":[5],"communication":[6],"scheme,":[7],"in":[8,62,92],"which":[9],"the":[10,29,37,42,46,50,54,57,63,78,93,99,127,138,142],"goal":[11],"is":[12,40,122],"to":[13,17,56,85,124,126],"transmit":[14,125],"signal":[16,30],"legitimate":[19,51,128],"receiver":[20,52,129],"with":[21,117,130],"minimal":[22,131],"distortion,":[23],"while":[24,134],"keeping":[25],"some":[26],"information":[27,64,136],"about":[28],"private":[31],"from":[32,141],"an":[33],"eavesdropping":[34],"adversary.":[35,143],"When":[36],"data":[38,79],"distribution":[39],"known,":[41],"optimal":[43],"trade-off":[44],"between":[45],"reconstruction":[47],"quality":[48],"at":[49],"and":[53,88,113],"leakage":[55],"adversary":[58],"can":[59],"be":[60],"characterised":[61],"theoretic":[65],"asymptotic":[66,100],"limit.":[67],"In":[68],"this":[69],"paper,":[70],"we":[71,74,89],"assume":[72],"that":[73,120],"do":[75],"not":[76],"know":[77],"distribution,":[80],"but":[81],"instead":[82],"have":[83],"access":[84],"dataset,":[87],"are":[90],"interested":[91],"finite":[94],"blocklength":[95],"regime":[96],"rather":[97],"than":[98],"limits.":[101],"adversarially":[106],"trained":[107],"deep":[108],"joint":[109],"source-channel":[110],"coding":[111],"architecture,":[112],"demonstrate":[114],"through":[115],"experiments":[116],"CIFAR-10":[118],"dataset":[119],"it":[121],"possible":[123],"end-to-end":[132],"distortion":[133],"concealing":[135],"on":[137],"image":[139],"class":[140]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}