{"id":"https://openalex.org/W3204755716","doi":"https://doi.org/10.1145/3472634.3472656","title":"Fast Anomaly Detection based on Data Stream in Network Intrusion Detection System","display_name":"Fast Anomaly Detection based on Data Stream in Network Intrusion Detection System","publication_year":2021,"publication_date":"2021-07-30","ids":{"openalex":"https://openalex.org/W3204755716","doi":"https://doi.org/10.1145/3472634.3472656","mag":"3204755716"},"language":"en","primary_location":{"id":"doi:10.1145/3472634.3472656","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472634.3472656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Turing Award Celebration Conference - China ( ACM TURC 2021)","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/A5056208275","display_name":"Yihong Yang","orcid":"https://orcid.org/0000-0002-3061-3460"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yihong Yang","raw_affiliation_strings":["Qufu Normal University, China"],"affiliations":[{"raw_affiliation_string":"Qufu Normal University, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777027","display_name":"Xiaolong Xu","orcid":"https://orcid.org/0000-0001-6254-5864"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Xu","raw_affiliation_strings":["Nanjing University of Information Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385927","display_name":"Lina Wang","orcid":"https://orcid.org/0000-0001-9448-8614"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lina Wang","raw_affiliation_strings":["Qufu Normal University, China"],"affiliations":[{"raw_affiliation_string":"Qufu Normal University, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044297480","display_name":"Weiyi Zhong","orcid":"https://orcid.org/0000-0003-4996-804X"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiyi Zhong","raw_affiliation_strings":["Qufu Normal University, China"],"affiliations":[{"raw_affiliation_string":"Qufu Normal University, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024376726","display_name":"Chao Yan","orcid":"https://orcid.org/0000-0002-6391-8797"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Yan","raw_affiliation_strings":["Qufu Normal University, China"],"affiliations":[{"raw_affiliation_string":"Qufu Normal University, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006514077","display_name":"Lianyong Qi","orcid":"https://orcid.org/0000-0001-9875-9856"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianyong Qi","raw_affiliation_strings":["Qufu Normal University, China"],"affiliations":[{"raw_affiliation_string":"Qufu Normal University, China","institution_ids":["https://openalex.org/I202126657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056208275"],"corresponding_institution_ids":["https://openalex.org/I202126657"],"apc_list":null,"apc_paid":null,"fwci":0.6113,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7039331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9994999766349792,"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/intrusion-detection-system","display_name":"Intrusion detection system","score":0.8554657697677612},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8425570726394653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7307605147361755},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.7057402729988098},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.6589121222496033},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6065089106559753},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.6035482883453369},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5806588530540466},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.5405150651931763},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.431755930185318},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41765880584716797},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.4137188792228699},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.3966135084629059},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39067649841308594},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.2628169059753418},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13042151927947998},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.07996106147766113}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8554657697677612},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8425570726394653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7307605147361755},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.7057402729988098},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.6589121222496033},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6065089106559753},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.6035482883453369},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5806588530540466},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.5405150651931763},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.431755930185318},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41765880584716797},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.4137188792228699},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.3966135084629059},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39067649841308594},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.2628169059753418},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13042151927947998},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07996106147766113},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3472634.3472656","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472634.3472656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Turing Award Celebration Conference - China ( ACM TURC 2021)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2040574519","https://openalex.org/W2096552750","https://openalex.org/W2472175380","https://openalex.org/W2594434602","https://openalex.org/W2616332741","https://openalex.org/W2724268118","https://openalex.org/W2741799308","https://openalex.org/W2941060906","https://openalex.org/W2969579839","https://openalex.org/W2982514609","https://openalex.org/W2997442262","https://openalex.org/W3001464562","https://openalex.org/W3032185305","https://openalex.org/W3037995725","https://openalex.org/W3110646255","https://openalex.org/W3113054364","https://openalex.org/W3157990341","https://openalex.org/W3186150303"],"related_works":["https://openalex.org/W127192698","https://openalex.org/W1567139212","https://openalex.org/W2940903377","https://openalex.org/W3108897387","https://openalex.org/W4229924696","https://openalex.org/W4386121812","https://openalex.org/W4307392573","https://openalex.org/W2912132049","https://openalex.org/W2186919162","https://openalex.org/W2899726586"],"abstract_inverted_index":{"Intrusion":[0],"detection":[1,24,63,83,97,102,131],"system":[2],"is":[3,40,46,87],"a":[4,27,71],"primary":[5],"defense":[6],"mechanism":[7],"in":[8,30,47],"aspect":[9],"of":[10,18,50,115],"protecting":[11],"network":[12,33,37],"security.":[13],"Anomaly":[14],"detection,":[15],"as":[16],"one":[17],"the":[19,32,48,113],"most":[20],"commonly":[21],"used":[22],"intrusion":[23],"methods,":[25],"plays":[26],"significant":[28],"part":[29],"detecting":[31],"traffic":[34,38],"data.":[35,67],"However,":[36],"data":[39,42,133],"typical":[41],"stream":[43],"pattern":[44],"that":[45,122],"natures":[49],"infiniteness,":[51],"correlation":[52],"and":[53,84,128],"concept":[54,81],"drift,":[55],"which":[56,89],"bring":[57],"some":[58],"challenges":[59],"to":[60,95,111],"traditional":[61],"anomaly":[62,101,130],"algorithms":[64],"for":[65,132],"static":[66],"In":[68],"this":[69],"paper,":[70],"novel":[72],"method":[73],"(called":[74],"DLSHiForest*)":[75],"based":[76],"on":[77],"LSHiForest,":[78],"sliding":[79],"window,":[80],"drift":[82],"model":[85],"update":[86],"proposed,":[88],"can":[90,125],"cope":[91],"with":[92],"above":[93],"issues":[94],"improve":[96],"accuracy":[98],"while":[99],"guaranteeing":[100],"efficiency.":[103],"Extensive":[104],"experiments":[105],"are":[106],"conducted":[107],"using":[108],"SMTP":[109],"dataset":[110],"verify":[112],"feasibility":[114],"our":[116,123],"proposed":[117],"method.":[118],"Experimental":[119],"results":[120],"demonstrate":[121],"proposal":[124],"achieve":[126],"accurate":[127],"efficient":[129],"stream.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}