{"id":"https://openalex.org/W3134164328","doi":"https://doi.org/10.1109/csp51677.2021.9357494","title":"A LSTM-Based Channel Fingerprinting Method for Intrusion Detection","display_name":"A LSTM-Based Channel Fingerprinting Method for Intrusion Detection","publication_year":2021,"publication_date":"2021-01-08","ids":{"openalex":"https://openalex.org/W3134164328","doi":"https://doi.org/10.1109/csp51677.2021.9357494","mag":"3134164328"},"language":"en","primary_location":{"id":"doi:10.1109/csp51677.2021.9357494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csp51677.2021.9357494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 5th International Conference on Cryptography, Security and Privacy (CSP)","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/A5113935204","display_name":"Ting Ma","orcid":"https://orcid.org/0000-0003-0316-0475"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Ma","raw_affiliation_strings":["School of Electrical and Information Engineering, Southwest Petroluem University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Southwest Petroluem University, Chengdu, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101640127","display_name":"Feng Hu","orcid":"https://orcid.org/0000-0003-3738-4135"},"institutions":[{"id":"https://openalex.org/I4210092223","display_name":"Suzhou Vocational University","ror":"https://ror.org/00hn8pj83","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092223"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Hu","raw_affiliation_strings":["School of Electrical and Information Engineering, Suzhou Vocational University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Suzhou Vocational University, Suzhou, China","institution_ids":["https://openalex.org/I4210092223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071592220","display_name":"Maode Ma","orcid":"https://orcid.org/0000-0003-1438-7018"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Maode Ma","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8792,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75433024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9997000098228455,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9983999729156494,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9948999881744385,"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/computer-science","display_name":"Computer science","score":0.8748314380645752},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.8062947988510132},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7291648983955383},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5778473615646362},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5277798175811768},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4590948522090912},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4574391841888428},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4464164674282074},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.4397238492965698},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37108319997787476},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.15947839617729187},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11042147874832153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8748314380645752},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.8062947988510132},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7291648983955383},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5778473615646362},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5277798175811768},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4590948522090912},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4574391841888428},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4464164674282074},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.4397238492965698},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37108319997787476},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.15947839617729187},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11042147874832153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csp51677.2021.9357494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csp51677.2021.9357494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 5th International Conference on Cryptography, Security and Privacy (CSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2314565273","https://openalex.org/W2764155154","https://openalex.org/W2775636134","https://openalex.org/W2784277076","https://openalex.org/W2887906137","https://openalex.org/W2917294700","https://openalex.org/W2929710725","https://openalex.org/W2963580435","https://openalex.org/W2965343532","https://openalex.org/W2970787329","https://openalex.org/W2981630193","https://openalex.org/W2982145123","https://openalex.org/W2984025449","https://openalex.org/W2985336933","https://openalex.org/W2993581794","https://openalex.org/W3004784061","https://openalex.org/W3099133763"],"related_works":["https://openalex.org/W2998478967","https://openalex.org/W2188559950","https://openalex.org/W2989910292","https://openalex.org/W3128793638","https://openalex.org/W2607818178","https://openalex.org/W2123299109","https://openalex.org/W2021230337","https://openalex.org/W3153057489","https://openalex.org/W2895823926","https://openalex.org/W2972676112"],"abstract_inverted_index":{"Intrusion":[0],"detection":[1,43,88,114],"is":[2,63],"a":[3,40,58,83],"crucial":[4],"issue":[5],"for":[6,24],"5th":[7],"generation":[8],"(5G)":[9],"access":[10],"networks":[11],"to":[12,55,69,97],"securely":[13],"support":[14],"various":[15],"services.":[16],"Traditional":[17],"cryptographic":[18],"key-based":[19],"solutions":[20],"are":[21,51],"not":[22],"suitable":[23],"severe":[25],"resources-constrained":[26],"networks,":[27],"such":[28],"as":[29,65],"the":[30,110],"Internet":[31],"of":[32],"Things":[33],"(IoT).":[34],"In":[35],"this":[36],"paper,":[37],"we":[38,81],"propose":[39],"lightweight":[41],"intrusion":[42],"mechanism":[44],"by":[45,101],"exploring":[46],"physical":[47],"layer":[48],"attributes":[49],"that":[50,109],"unique":[52],"and":[53,116],"difficult":[54],"impersonate.":[56],"Specifically,":[57],"long-short":[59],"memory":[60],"network":[61],"(LSTM)":[62],"employed":[64],"an":[66],"intelligent":[67],"classifier":[68],"distinguish":[70],"different":[71],"transmitters":[72],"based":[73,90],"on":[74,91],"channel":[75,87,95],"state":[76],"information":[77],"(CSI)":[78],"features.":[79],"Then":[80],"develop":[82],"comprehensive":[84],"5G":[85],"NR":[86],"model":[89],"LSTM":[92],"under":[93],"dynamic":[94],"conditions":[96],"identify":[98],"malicious":[99],"attacks":[100],"intelligently":[102],"analyzing":[103],"CSI.":[104],"The":[105],"simulation":[106],"results":[107],"demonstrate":[108],"proposed":[111],"solution":[112],"improves":[113],"accuracy":[115],"successfully":[117],"prevent":[118],"systems":[119],"from":[120],"spoofing":[121],"attacks.":[122]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
