{"id":"https://openalex.org/W4307020343","doi":"https://doi.org/10.1145/3517745.3563015","title":"A scalable network event detection framework for darknet traffic","display_name":"A scalable network event detection framework for darknet traffic","publication_year":2022,"publication_date":"2022-10-21","ids":{"openalex":"https://openalex.org/W4307020343","doi":"https://doi.org/10.1145/3517745.3563015"},"language":"en","primary_location":{"id":"doi:10.1145/3517745.3563015","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3517745.3563015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM Internet Measurement Conference","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/A5055179507","display_name":"Max Gao","orcid":"https://orcid.org/0000-0002-3708-2148"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Max Gao","raw_affiliation_strings":["CAIDA/UC San Diego"],"affiliations":[{"raw_affiliation_string":"CAIDA/UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084986707","display_name":"Ricky K. P. Mok","orcid":"https://orcid.org/0000-0003-3300-9514"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ricky K. P. Mok","raw_affiliation_strings":["kc claffy"],"affiliations":[{"raw_affiliation_string":"kc claffy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055179507"],"corresponding_institution_ids":["https://openalex.org/I2800935791"],"apc_list":null,"apc_paid":null,"fwci":0.2761,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56991733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9991000294685364,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8448962569236755},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6970903873443604},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6317899823188782},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.6252966523170471},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5944981575012207},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5030586123466492},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.49181845784187317},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.4755268394947052},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4722810685634613},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.46876260638237},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.4574510455131531},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.43372780084609985},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3204077184200287},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21563225984573364},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.212013840675354},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12380760908126831}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8448962569236755},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6970903873443604},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6317899823188782},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.6252966523170471},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5944981575012207},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5030586123466492},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.49181845784187317},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.4755268394947052},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4722810685634613},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.46876260638237},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.4574510455131531},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.43372780084609985},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3204077184200287},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21563225984573364},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.212013840675354},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12380760908126831},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3517745.3563015","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3517745.3563015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM Internet Measurement Conference","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":8,"referenced_works":["https://openalex.org/W1975684011","https://openalex.org/W1982092405","https://openalex.org/W2099302229","https://openalex.org/W2116227232","https://openalex.org/W2768883253","https://openalex.org/W3195586869","https://openalex.org/W4240385084","https://openalex.org/W4295306962"],"related_works":["https://openalex.org/W2924962435","https://openalex.org/W4379534844","https://openalex.org/W2141958076","https://openalex.org/W2745966507","https://openalex.org/W2949949254","https://openalex.org/W2380709786","https://openalex.org/W2152047011","https://openalex.org/W2748549804","https://openalex.org/W2746187942","https://openalex.org/W1855129033"],"abstract_inverted_index":{"Unsolicited":[0],"network":[1,5,20],"traffic":[2,36,48,117],"captured":[3],"by":[4],"telescopes,":[6],"namely":[7],"darknet":[8],"traffic,":[9],"provides":[10],"important":[11],"data":[12,94],"for":[13,52,119],"studying":[14],"malicious":[15],"Internet":[16],"activities,":[17],"such":[18,33],"as":[19],"scanning":[21],"[9],":[22],"the":[23,43,58,70,85,91],"spread":[24],"of":[25,42,87,134],"malware":[26],"[4],":[27],"and":[28,45,81,98,123],"DDoS":[29],"attacks":[30],"[6].":[31],"Inferring":[32],"activity":[34,44],"in":[35,126],"often":[37],"requires":[38],"first":[39],"obtaining":[40],"fingerprints":[41],"searching":[46],"historical":[47],"traces":[49],"(e.g,":[50],"pcaps)":[51],"that":[53],"pattern.":[54],"Traffic":[55],"volume":[56],"at":[57,69,84],"largest":[59],"darknets":[60],"can":[61,77],"exceed":[62],"100GB/hour,":[63],"rendering":[64],"it":[65],"challenging":[66],"to":[67,107,129],"process":[68],"packet":[71],"level.":[72],"Aggregated":[73],"flow-based":[74],"metadata":[75],"[2]":[76],"reduce":[78],"computation,":[79],"storage":[80],"I/O":[82],"overhead":[83],"expense":[86],"finer-grained":[88],"information":[89,109],"about":[90],"traffic.":[92],"Customized":[93],"structures":[95],"(e.g.,":[96,101],"[7])":[97],"streaming":[99],"algorithms":[100],"[5])":[102],"offer":[103],"an":[104],"alternative":[105],"approach":[106],"extracting":[108],"from":[110],"raw":[111],"packets,":[112],"but":[113],"they":[114],"are":[115],"typically":[116],"tailored":[118],"estimating":[120],"specific":[121],"metrics":[122],"thus":[124],"limited":[125],"their":[127],"ability":[128],"detect":[130],"a":[131],"wide":[132],"range":[133],"events.":[135]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}