{"id":"https://openalex.org/W4409257386","doi":"https://doi.org/10.1109/tmc.2025.3558793","title":"Plugging and Breathing on the Air: A Practical Defense System for Deep Learning-Based Wireless Semantic Communications","display_name":"Plugging and Breathing on the Air: A Practical Defense System for Deep Learning-Based Wireless Semantic Communications","publication_year":2025,"publication_date":"2025-04-08","ids":{"openalex":"https://openalex.org/W4409257386","doi":"https://doi.org/10.1109/tmc.2025.3558793"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2025.3558793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3558793","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5004185978","display_name":"Chenyang Qiu","orcid":"https://orcid.org/0000-0003-2332-8386"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Chenyang Qiu","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":"https://orcid.org/0000-0003-2332-8386","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020360628","display_name":"Guoshun Nan","orcid":"https://orcid.org/0000-0002-1987-2736"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Guoshun Nan","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":"https://orcid.org/0000-0002-1987-2736","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruiwen Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Ruiwen Liang","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100764224","display_name":"Wu Deng","orcid":"https://orcid.org/0000-0002-6524-6760"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Wendi Deng","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100773715","display_name":"Yufan Zhang","orcid":"https://orcid.org/0009-0000-5498-412X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yufan Zhang","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008782348","display_name":"Yuchong Gao","orcid":"https://orcid.org/0000-0002-4457-4722"},"institutions":[{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yuchong Gao","raw_affiliation_strings":["School of Software and BNRist, Tsinghua University, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":"https://orcid.org/0000-0002-4457-4722","affiliations":[{"raw_affiliation_string":"School of Software and BNRist, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114948432","display_name":"Dongfang Wang","orcid":"https://orcid.org/0000-0001-5833-0115"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Di Wang","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101458727","display_name":"Meng Qu","orcid":"https://orcid.org/0000-0003-2961-8413"},"institutions":[{"id":"https://openalex.org/I4210164802","display_name":"Mila - Quebec Artificial Intelligence Institute","ror":"https://ror.org/05c22rx21","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210164802"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Meng Qu","raw_affiliation_strings":["Quebec AI Institute, Mila, QC, Canada","Quebec AI Institute, Mila, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quebec AI Institute, Mila, QC, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"Quebec AI Institute, Mila, Quebec, Canada","institution_ids":["https://openalex.org/I4210164802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020159760","display_name":"Zhuoran Duan","orcid":"https://orcid.org/0000-0002-0910-4610"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhuoran Duan","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110583365","display_name":"Qian Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Qianlong Sun","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":"https://orcid.org/0009-0002-7557-0991","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018587643","display_name":"Qimei Cui","orcid":"https://orcid.org/0000-0003-1720-220X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Qimei Cui","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":"https://orcid.org/0000-0003-1720-220X","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061030501","display_name":"Xiaodong Xu","orcid":"https://orcid.org/0000-0003-4245-5989"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Xu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4245-5989","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624765","display_name":"Xiaofeng Tao","orcid":"https://orcid.org/0000-0001-9518-1622"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210167249","display_name":"Network Technologies (United States)","ror":"https://ror.org/05xnsth60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167249"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiaofeng Tao","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","National Engineering Research Center for Mobile Network Technologies"],"raw_orcid":"https://orcid.org/0000-0001-9518-1622","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies","institution_ids":["https://openalex.org/I4210167249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030858163","display_name":"Tony Q. S. Quek","orcid":"https://orcid.org/0000-0002-4037-3149"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tony Q.S. Quek","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4037-3149","affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7554,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93056801,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"24","issue":"9","first_page":"8683","last_page":"8699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9178000092506409,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9178000092506409,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7942579984664917},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5589355230331421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3882134258747101},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35968366265296936},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32190534472465515},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3027525246143341}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7942579984664917},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5589355230331421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3882134258747101},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35968366265296936},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32190534472465515},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3027525246143341}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2025.3558793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3558793","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7223706194","display_name":null,"funder_award_id":"L242012","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G8351887730","display_name":null,"funder_award_id":"U24B20131","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1979836286","https://openalex.org/W2018554735","https://openalex.org/W2101105183","https://openalex.org/W2132726765","https://openalex.org/W2137535983","https://openalex.org/W2145614561","https://openalex.org/W2168467796","https://openalex.org/W2181792687","https://openalex.org/W2529337537","https://openalex.org/W2560647685","https://openalex.org/W2786446225","https://openalex.org/W2946889564","https://openalex.org/W2963163009","https://openalex.org/W2963528347","https://openalex.org/W2964063558","https://openalex.org/W2975680041","https://openalex.org/W2985390828","https://openalex.org/W3016715915","https://openalex.org/W3036851434","https://openalex.org/W3096831136","https://openalex.org/W3107810305","https://openalex.org/W3166791908","https://openalex.org/W3184406156","https://openalex.org/W3189657012","https://openalex.org/W3201394241","https://openalex.org/W3202493127","https://openalex.org/W3212981375","https://openalex.org/W4210779822","https://openalex.org/W4213346165","https://openalex.org/W4226178516","https://openalex.org/W4293846201","https://openalex.org/W4313455370","https://openalex.org/W4315629832","https://openalex.org/W4317419053","https://openalex.org/W4319302797","https://openalex.org/W4365420366","https://openalex.org/W4375796414","https://openalex.org/W4381748177","https://openalex.org/W4386869820","https://openalex.org/W4388937205","https://openalex.org/W4391174801","https://openalex.org/W4391801159","https://openalex.org/W4392173735","https://openalex.org/W4392523536","https://openalex.org/W4392905612","https://openalex.org/W4393252833","https://openalex.org/W4399110640","https://openalex.org/W4399665795","https://openalex.org/W4400276175","https://openalex.org/W4400647281","https://openalex.org/W4400878010","https://openalex.org/W4401726086","https://openalex.org/W4401809272","https://openalex.org/W4402897188","https://openalex.org/W4403422358","https://openalex.org/W4406089862","https://openalex.org/W4406138071","https://openalex.org/W4406232114","https://openalex.org/W4406321328","https://openalex.org/W4406354723","https://openalex.org/W4406457544","https://openalex.org/W4406858359","https://openalex.org/W4406858660","https://openalex.org/W4407735899","https://openalex.org/W4407900341","https://openalex.org/W4408100409","https://openalex.org/W4409190069","https://openalex.org/W4409224692","https://openalex.org/W6600880057","https://openalex.org/W6640425456","https://openalex.org/W6730822450","https://openalex.org/W6733049761","https://openalex.org/W6741087337","https://openalex.org/W6755950020","https://openalex.org/W6757555829","https://openalex.org/W6779823529","https://openalex.org/W6788990321","https://openalex.org/W6838695150","https://openalex.org/W6838979568","https://openalex.org/W6840214015","https://openalex.org/W6850564508","https://openalex.org/W6876190757","https://openalex.org/W6948305423"],"related_works":["https://openalex.org/W3188962172","https://openalex.org/W2772917594","https://openalex.org/W4312825515","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W304855073","https://openalex.org/W2131146434","https://openalex.org/W2951359407","https://openalex.org/W4376623224","https://openalex.org/W4387849428"],"abstract_inverted_index":{"Deep":[0],"learning-based":[1],"semantic":[2],"communications":[3],"(DLSC)":[4],"leverage":[5],"deep":[6],"neural":[7],"networks":[8],"in":[9,72,132,166],"transmitters":[10],"and":[11,87,147,162,174,199,205,226,238],"receivers,":[12],"pushing":[13],"the":[14,31,94,99,109,119,150,222,246],"boundaries":[15],"beyond":[16],"Shannon":[17],"limit.":[18],"However,":[19],"DLSC":[20,53,78,233],"is":[21],"extremely":[22],"vulnerable":[23],"to":[24,30,55,68,91,107,128,192,220],"malicious":[25],"physical-layer":[26],"adversarial":[27],"attacks":[28,179,225,237],"due":[29],"openness":[32],"of":[33,62,152,190,214,224],"wireless":[34],"channels.":[35],"Meanwhile,":[36],"existing":[37],"defense":[38,71,131,227,248],"approaches":[39],"still":[40],"suffer":[41],"from":[42],"two":[43,96,186],"challenges":[44],"for":[45,250],"robust":[46,136,232,251],"DLSC.":[47,182,252],"First,":[48,98],"most":[49],"methods":[50],"require":[51],"offline":[52],"retraining":[54],"defend":[56],"against":[57,168],"various":[58,236],"attacks,":[59],"causing":[60],"interruptions":[61],"online":[63],"service.":[64],"Second,":[65,118],"they":[66],"struggle":[67],"achieve":[69,129],"effective":[70,130],"real-world":[73,139,187],"time-varying":[74,133,239],"channels,":[75,134,240],"thus":[76],"limiting":[77],"reliability.":[79],"We":[80,208],"propose":[81],"PBNet,":[82,154],"integrating":[83,197],"a":[84,103,123,242],"pluggable":[85,100],"protector":[86,90,101,121],"an":[88,159,211],"adaptive":[89,120],"respectively":[92,157],"address":[93],"above":[95],"challenges.":[97],"utilizes":[102],"novel":[104,124],"denoising":[105],"module":[106],"safeguard":[108],"transmitted":[110],"signals,":[111],"enabling":[112],"hot-pluggable":[113],"deployment":[114],"without":[115],"interrupting":[116],"communication.":[117],"leverages":[122],"alternating":[125],"adaption":[126],"strategy":[127],"ensuring":[135],"performances":[137,234],"under":[138,235],"dynamic":[140],"conditions.":[141],"Evaluations":[142],"involving":[143],"symbols,":[144],"images,":[145],"texts,":[146],"speeches":[148],"show":[149],"efficacy":[151],"our":[153],"which":[155],"has":[156],"achieved":[158],"impressive":[160],"72.22%":[161],"73.71%":[163],"accuracy":[164],"improvement":[165],"defending":[167],"unknown":[169],"<inline-formula":[170,175],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[171,176],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[172,177],"notation=\"LaTeX\">$l_{0}$</tex-math></inline-formula>-norm":[173],"notation=\"LaTeX\">$l_{2}$</tex-math></inline-formula>-norm":[178],"on":[180,217],"image-based":[181],"Furthermore,":[183],"we":[184],"developed":[185],"radio":[188],"systems":[189],"PBNet":[191,215],"perform":[193],"over-the-air":[194],"signal":[195],"generation,":[196],"hardware":[198],"software":[200],"such":[201],"as":[202],"FPGA":[203],"chips":[204],"GNU":[206],"radio.":[207],"also":[209],"implemented":[210],"interactive":[212],"UI":[213],"based":[216],"QT5,":[218],"aiming":[219],"demonstrate":[221],"effect":[223],"visually.":[228],"This":[229],"work":[230],"achieves":[231],"taking":[241],"significant":[243],"step":[244],"towards":[245],"practical":[247],"scheme":[249]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
