{"id":"https://openalex.org/W4399156278","doi":"https://doi.org/10.1145/3660043.3660139","title":"BGA: an Network Abnormal Traffic Detection Model for Information Security in Grid","display_name":"BGA: an Network Abnormal Traffic Detection Model for Information Security in Grid","publication_year":2023,"publication_date":"2023-12-22","ids":{"openalex":"https://openalex.org/W4399156278","doi":"https://doi.org/10.1145/3660043.3660139"},"language":"en","primary_location":{"id":"doi:10.1145/3660043.3660139","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3660043.3660139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Information Education and Artificial Intelligence","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/A5085606198","display_name":"Qionglan Na","orcid":"https://orcid.org/0000-0002-5168-7928"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qionglan Na","raw_affiliation_strings":["State Grid Jibei Information &amp; Telecommunication Company, China"],"affiliations":[{"raw_affiliation_string":"State Grid Jibei Information &amp; Telecommunication Company, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052659785","display_name":"Na Xiao","orcid":"https://orcid.org/0000-0003-0417-6751"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Xiao","raw_affiliation_strings":["State Grid Jibei Information &amp; Telecommunication Company, China"],"affiliations":[{"raw_affiliation_string":"State Grid Jibei Information &amp; Telecommunication Company, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033186483","display_name":"Shijun Zhang","orcid":"https://orcid.org/0009-0004-7926-518X"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijun Zhang","raw_affiliation_strings":["State Grid Jibei Information &amp; Telecommunication Company, China"],"affiliations":[{"raw_affiliation_string":"State Grid Jibei Information &amp; Telecommunication Company, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078207150","display_name":"Xin Li","orcid":"https://orcid.org/0009-0009-2951-1174"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["State Grid Jibei Information &amp; Telecommunication Company, China"],"affiliations":[{"raw_affiliation_string":"State Grid Jibei Information &amp; Telecommunication Company, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033318222","display_name":"Sijia Zheng","orcid":"https://orcid.org/0009-0004-6790-4060"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sijia Zheng","raw_affiliation_strings":["State Grid Electric Power Space Technology Company Limited, China"],"affiliations":[{"raw_affiliation_string":"State Grid Electric Power Space Technology Company Limited, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066900993","display_name":"Yixi Yang","orcid":"https://orcid.org/0000-0001-9638-9361"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yixi Yang","raw_affiliation_strings":["State Grid Information &amp; Telecommunication Branch, China"],"affiliations":[{"raw_affiliation_string":"State Grid Information &amp; Telecommunication Branch, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5085606198"],"corresponding_institution_ids":["https://openalex.org/I17442442"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28093336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"535","last_page":"539"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9991999864578247,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9977999925613403,"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":0.7787303328514099},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5999960899353027},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5991837382316589},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5358762741088867},{"id":"https://openalex.org/keywords/ball-grid-array","display_name":"Ball grid array","score":0.51922208070755},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49599990248680115},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4696749150753021},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4594181180000305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2969198226928711},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23636645078659058},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14289799332618713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7787303328514099},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5999960899353027},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5991837382316589},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5358762741088867},{"id":"https://openalex.org/C94709252","wikidata":"https://www.wikidata.org/wiki/Q570628","display_name":"Ball grid array","level":3,"score":0.51922208070755},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49599990248680115},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4696749150753021},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4594181180000305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2969198226928711},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23636645078659058},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14289799332618713},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C50296614","wikidata":"https://www.wikidata.org/wiki/Q211387","display_name":"Soldering","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3660043.3660139","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3660043.3660139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Information Education and Artificial Intelligence","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":7,"referenced_works":["https://openalex.org/W2278186031","https://openalex.org/W2750680230","https://openalex.org/W3005641848","https://openalex.org/W3160599825","https://openalex.org/W4205457273","https://openalex.org/W6602830400","https://openalex.org/W6610928041"],"related_works":["https://openalex.org/W1975509756","https://openalex.org/W2122379732","https://openalex.org/W1916213107","https://openalex.org/W2359189194","https://openalex.org/W567677580","https://openalex.org/W2321214384","https://openalex.org/W2117825347","https://openalex.org/W2075432981","https://openalex.org/W144284418","https://openalex.org/W2312922824"],"abstract_inverted_index":{"Accurate":[0],"detection":[1,35],"for":[2],"network":[3,32,100,142],"traffic":[4,33,65,101],"anomalies":[5],"is":[6,39,57,68,83],"one":[7],"of":[8,25,53,76,89,107,128],"the":[9,22,49,54,64,72,87,105,108,120],"fundamental":[10],"tasks":[11],"in":[12,126],"building":[13],"an":[14],"efficient":[15],"smart":[16],"grid,":[17],"which":[18,41],"can":[19],"effectively":[20,133],"ensure":[21],"information":[23,137],"security":[24,138],"power":[26,135],"grids.":[27],"In":[28],"this":[29],"paper,":[30],"a":[31],"abnormal":[34,141],"model":[36,110,122,131],"called":[37],"BGA":[38,109,121],"proposed,":[40],"combines":[42],"CNN,":[43],"Bi-GRU,":[44],"and":[45,80],"Attention.":[46],"To":[47],"improve":[48],"feature":[50],"extraction":[51],"performance":[52,106],"model,":[55],"CNN":[56],"used":[58],"to":[59,70,85,103],"extract":[60],"spatial":[61],"features":[62,75],"from":[63],"data,":[66,79],"Bi-GRU":[67],"employed":[69],"capture":[71],"complete":[73],"temporal":[74],"time":[77],"sequence":[78],"Attention":[81],"mechanism":[82],"utilized":[84],"address":[86],"challenge":[88],"encoding":[90],"complex":[91],"positional":[92],"information.":[93],"Several":[94],"experiments":[95],"are":[96],"conducted":[97],"on":[98],"multiple":[99],"datasets":[102],"compare":[104],"against":[111],"other":[112,124],"state-of-the-art":[113],"(SOTA)":[114],"models.":[115],"The":[116,130],"results":[117],"demonstrate":[118],"that":[119],"outperforms":[123],"models":[125],"terms":[127],"performance.":[129],"would":[132],"protect":[134],"grid":[136],"by":[139],"identifying":[140],"traffic.":[143]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
