{"id":"https://openalex.org/W4414405251","doi":"https://doi.org/10.1109/iccworkshops67674.2025.11162437","title":"Securing MIMO Wiretap Channel With DDPG-Based Friendly Jamming Under Non-Differentiable Channel","display_name":"Securing MIMO Wiretap Channel With DDPG-Based Friendly Jamming Under Non-Differentiable Channel","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414405251","doi":"https://doi.org/10.1109/iccworkshops67674.2025.11162437"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops67674.2025.11162437","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops67674.2025.11162437","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044628970","display_name":"Bui Minh Tuan","orcid":"https://orcid.org/0000-0001-7306-9349"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bui Minh Tuan","raw_affiliation_strings":["University of Technology Sydney,School of Electrical and Data Engineering,Australia,NSW 2007"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney,School of Electrical and Data Engineering,Australia,NSW 2007","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100697893","display_name":"Diep N. Nguyen","orcid":"https://orcid.org/0000-0003-2659-8648"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Diep N. Nguyen","raw_affiliation_strings":["University of Technology Sydney,School of Electrical and Data Engineering,Australia,NSW 2007"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney,School of Electrical and Data Engineering,Australia,NSW 2007","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069979656","display_name":"Nguyen Linh Trung","orcid":"https://orcid.org/0000-0002-3103-994X"},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Linh Trung","raw_affiliation_strings":["AVITECH, University of Engineering and Technology, Vietnam National University,Hanoi,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AVITECH, University of Engineering and Technology, Vietnam National University,Hanoi,Vietnam","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037305946","display_name":"Van\u2010Dinh Nguyen","orcid":"https://orcid.org/0000-0002-9575-1063"},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Van-Dinh Nguyen","raw_affiliation_strings":["College of Engineering and Computer Science, VinUniversity,Hanoi,Vietnam,100000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering and Computer Science, VinUniversity,Hanoi,Vietnam,100000","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085560176","display_name":"Nguy\u1ec5n V\u0103n Huynh","orcid":"https://orcid.org/0000-0002-7696-0521"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nguyen Van Huynh","raw_affiliation_strings":["University of Liverpool,Department of Electrical Engineering and Electronics,Liverpool,UK,L69 3GJ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Liverpool,Department of Electrical Engineering and Electronics,Liverpool,UK,L69 3GJ","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007992576","display_name":"Dinh Thai Hoang","orcid":"https://orcid.org/0000-0002-9528-0863"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dinh Thai Hoang","raw_affiliation_strings":["University of Technology Sydney,School of Electrical and Data Engineering,Australia,NSW 2007"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney,School of Electrical and Data Engineering,Australia,NSW 2007","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081934496","display_name":"Marwan Krunz","orcid":"https://orcid.org/0000-0001-7137-2985"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marwan Krunz","raw_affiliation_strings":["The University of Arizona,Department of Electrical and Computer Engineering,Tucson,AZ,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Arizona,Department of Electrical and Computer Engineering,Tucson,AZ,USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063537942","display_name":"Eryk Dutkiewicz","orcid":"https://orcid.org/0000-0002-4268-9286"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Eryk Dutkiewicz","raw_affiliation_strings":["University of Technology Sydney,School of Electrical and Data Engineering,Australia,NSW 2007"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney,School of Electrical and Data Engineering,Australia,NSW 2007","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1532","last_page":"1537"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9726999998092651,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9359999895095825,"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/eavesdropping","display_name":"Eavesdropping","score":0.9298999905586243},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.8101000189781189},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.6333000063896179},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6086999773979187},{"id":"https://openalex.org/keywords/secrecy","display_name":"Secrecy","score":0.5708000063896179},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.5351999998092651},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5221999883651733},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.4945000112056732},{"id":"https://openalex.org/keywords/artificial-noise","display_name":"Artificial noise","score":0.37220001220703125}],"concepts":[{"id":"https://openalex.org/C2776788033","wikidata":"https://www.wikidata.org/wiki/Q320769","display_name":"Eavesdropping","level":2,"score":0.9298999905586243},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.8101000189781189},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7469000220298767},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.6333000063896179},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6086999773979187},{"id":"https://openalex.org/C2776452267","wikidata":"https://www.wikidata.org/wiki/Q1503443","display_name":"Secrecy","level":2,"score":0.5708000063896179},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5486999750137329},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.5351999998092651},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5221999883651733},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.4945000112056732},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41179999709129333},{"id":"https://openalex.org/C2780909371","wikidata":"https://www.wikidata.org/wiki/Q4801092","display_name":"Artificial noise","level":4,"score":0.37220001220703125},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.36230000853538513},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.3499999940395355},{"id":"https://openalex.org/C160562895","wikidata":"https://www.wikidata.org/wiki/Q7239557","display_name":"Precoding","level":4,"score":0.329800009727478},{"id":"https://openalex.org/C2781133158","wikidata":"https://www.wikidata.org/wiki/Q1088669","display_name":"Survivability","level":2,"score":0.30090001225471497},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.29670000076293945},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.29159998893737793},{"id":"https://openalex.org/C510870077","wikidata":"https://www.wikidata.org/wiki/Q7444868","display_name":"Secure communication","level":3,"score":0.28679999709129333},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C180073179","wikidata":"https://www.wikidata.org/wiki/Q3304359","display_name":"Secure channel","level":3,"score":0.2766000032424927},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.2648000121116638},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C151423352","wikidata":"https://www.wikidata.org/wiki/Q5154228","display_name":"Communications security","level":3,"score":0.2621000111103058},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2615000009536743},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops67674.2025.11162437","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops67674.2025.11162437","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications Workshops (ICC Workshops)","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":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"6G":[0],"communication":[1],"systems,":[2],"particularly":[3],"massive":[4],"Internet":[5],"of":[6,26,30,55,141],"Things":[7],"(IoT),":[8],"face":[9],"critical":[10],"security":[11,39,158],"challenges":[12,20],"in":[13,33,64,171],"safeguarding":[14],"transmissions":[15],"against":[16,163],"eavesdropping":[17,164],"attacks.":[18],"These":[19],"are":[21],"exacerbated":[22],"by":[23],"the":[24,50,109,129,135,175],"presence":[25],"intelligent":[27],"eavesdroppers":[28],"capable":[29],"exploiting":[31],"impairments":[32],"wiretap":[34],"channels.":[35],"Traditional":[36],"physical":[37],"layer":[38],"(PLS)":[40],"techniques,":[41],"such":[42],"as":[43],"friendly":[44],"jamming":[45,120],"(FJ),":[46],"typically":[47],"rely":[48],"on":[49],"differentiability":[51],"and":[52,75,149,160,177],"accurate":[53],"availability":[54],"channel":[56,143],"state":[57],"information":[58],"(CSI)":[59],"to":[60,82,122,181],"optimize":[61,123],"performance.":[62],"However,":[63],"real-world":[65],"scenarios,":[66],"non-differentiable":[67],"channels":[68],"(NDCs)":[69],"resulting":[70],"from":[71],"hardware":[72],"imperfections,":[73],"mobility,":[74],"complex":[76],"multi-path":[77],"fading,":[78],"pose":[79],"significant":[80],"obstacles":[81],"conventional":[83],"gradient-based":[84,104],"optimization":[85],"methods.":[86],"In":[87],"this":[88],"paper,":[89],"we":[90],"propose":[91],"a":[92],"novel":[93],"deep":[94],"learning-based":[95],"FJ":[96],"approach":[97,155],"tailored":[98],"specifically":[99],"for":[100],"NDC":[101,182],"environments,":[102],"where":[103],"techniques":[105],"prove":[106],"ineffective.":[107],"Leveraging":[108],"Deep":[110],"Deterministic":[111],"Policy":[112],"Gradient":[113],"(DDPG)":[114],"algorithm,":[115],"our":[116,153],"framework":[117],"dynamically":[118],"generates":[119],"signals":[121],"secrecy":[124],"rates":[125],"while":[126],"simultaneously":[127],"minimizing":[128],"block":[130],"error":[131],"rate":[132],"(BLER)":[133],"at":[134],"legitimate":[136],"receiver.":[137],"Through":[138],"extensive":[139],"evaluation":[140],"realistic":[142],"models,":[144],"including":[145],"both":[146],"line-of-sight":[147],"(LoS)":[148],"non-line-of-sight":[150],"(NLoS)":[151],"conditions,":[152],"proposed":[154],"demonstrates":[156],"superior":[157],"enhancements":[159],"robust":[161],"performance":[162],"threats.":[165],"The":[166],"results":[167],"highlight":[168],"its":[169],"effectiveness":[170],"securing":[172],"communications":[173],"under":[174],"challenging":[176],"dynamic":[178],"conditions":[179],"inherent":[180],"environments.":[183]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
