{"id":"https://openalex.org/W2988926356","doi":"https://doi.org/10.1145/3338501.3357367","title":"Cross-Vendor Knowledge Transfer for Managed Security Services with Triplet Network","display_name":"Cross-Vendor Knowledge Transfer for Managed Security Services with Triplet Network","publication_year":2019,"publication_date":"2019-11-08","ids":{"openalex":"https://openalex.org/W2988926356","doi":"https://doi.org/10.1145/3338501.3357367","mag":"2988926356"},"language":"en","primary_location":{"id":"doi:10.1145/3338501.3357367","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3338501.3357367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security","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/A5027436126","display_name":"Toshiki Shibahara","orcid":"https://orcid.org/0000-0002-2192-4355"},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Toshiki Shibahara","raw_affiliation_strings":["NTT Secure Platform Laboratories, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"NTT Secure Platform Laboratories, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065969202","display_name":"Hirokazu Kodera","orcid":null},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hirokazu Kodera","raw_affiliation_strings":["NTT Secure Platform Laboratories, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"NTT Secure Platform Laboratories, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053184316","display_name":"Daiki Chiba","orcid":"https://orcid.org/0000-0002-7532-6633"},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daiki Chiba","raw_affiliation_strings":["NTT Secure Platform Laboratories, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"NTT Secure Platform Laboratories, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012291537","display_name":"Mitsuaki Akiyama","orcid":"https://orcid.org/0000-0001-7052-8562"},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mitsuaki Akiyama","raw_affiliation_strings":["NTT Secure Platform Laboratories, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"NTT Secure Platform Laboratories, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053350614","display_name":"Kunio Hato","orcid":null},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kunio Hato","raw_affiliation_strings":["NTT Secure Platform Laboratories, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"NTT Secure Platform Laboratories, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034876907","display_name":"Ola S\u00f6derstr\u00f6m","orcid":"https://orcid.org/0000-0002-7111-8765"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ola S\u00f6derstr\u00f6m","raw_affiliation_strings":["NTT Security, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"NTT Security, Stockholm, Sweden","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014685485","display_name":"Daniel Dalek","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Dalek","raw_affiliation_strings":["NTT Security, Gothenburg, Sweden"],"affiliations":[{"raw_affiliation_string":"NTT Security, Gothenburg, Sweden","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019839911","display_name":"Masayuki Murata","orcid":"https://orcid.org/0000-0002-4168-2875"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masayuki Murata","raw_affiliation_strings":["Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5027436126"],"corresponding_institution_ids":["https://openalex.org/I2251713219"],"apc_list":null,"apc_paid":null,"fwci":0.1769,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.55673935,"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":"59","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/vendor","display_name":"Vendor","score":0.7474273443222046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6712527871131897},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.47882014513015747},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4132271707057953},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4118829369544983},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4108423888683319},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34018608927726746},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13962629437446594}],"concepts":[{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.7474273443222046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6712527871131897},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.47882014513015747},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4132271707057953},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4118829369544983},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4108423888683319},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34018608927726746},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13962629437446594},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3338501.3357367","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3338501.3357367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1549716092","https://openalex.org/W1916279783","https://openalex.org/W1968729336","https://openalex.org/W1975517671","https://openalex.org/W2021316010","https://openalex.org/W2127589108","https://openalex.org/W2132625653","https://openalex.org/W2133299088","https://openalex.org/W2143692712","https://openalex.org/W2152449272","https://openalex.org/W2171590421","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2243690352","https://openalex.org/W2473839235","https://openalex.org/W2528185830","https://openalex.org/W2604433096","https://openalex.org/W2772699819","https://openalex.org/W2775668448","https://openalex.org/W2885144342","https://openalex.org/W2903094299","https://openalex.org/W2949117887","https://openalex.org/W2963341956","https://openalex.org/W2963775347","https://openalex.org/W4301352251"],"related_works":["https://openalex.org/W2478661203","https://openalex.org/W2004830053","https://openalex.org/W3008115697","https://openalex.org/W2349167760","https://openalex.org/W2145175947","https://openalex.org/W3124949371","https://openalex.org/W4287864641","https://openalex.org/W2120643196","https://openalex.org/W1567555513","https://openalex.org/W1969195496"],"abstract_inverted_index":{"Managed":[0],"security":[1,25],"services":[2],"detect":[3],"incidents,":[4,34],"i.e.,":[5,45,65],"successful":[6],"attacks":[7],"such":[8],"as":[9,90,126],"malware":[10],"infection,":[11],"in":[12,37,50],"real":[13],"time":[14,182],"from":[15,165],"a":[16,38,80,84,111,150,166,187,193],"large":[17],"number":[18],"of":[19,47,71,96,102,117,144,157,183],"alerts":[20,41,123,163],"based":[21],"on":[22,122],"vendors'":[23],"and":[24,67],"operations":[26],"center's":[27],"(SOC's)":[28],"detection":[29,48],"rules.":[30],"To":[31],"immediately":[32],"find":[33],"professional":[35],"analysts":[36],"SOC":[39,168],"prioritize":[40],"if":[42,92],"their":[43],"indicators,":[44],"meta-information":[46],"rules":[49],"alerts,":[51],"are":[52,58,74],"highly":[53],"correlated":[54],"with":[55,79,149],"incidents.":[56,127],"Indicators":[57],"typically":[59],"divided":[60],"into":[61],"two":[62],"priority":[63],"levels,":[64],"primary":[66,91,177],"secondary.":[68],"However,":[69],"levels":[70,116],"new":[72,118],"indicators":[73,119,136,178],"difficult":[75],"to":[76],"accurately":[77,114],"determine":[78],"conventional":[81],"system.":[82],"Such":[83],"system":[85,112,160,173,188],"determines":[86],"an":[87,100],"indicator's":[88,104],"level":[89],"the":[93,103,133,155,158,181],"conditional":[94],"probability":[95],"incidents":[97,145],"occurring":[98],"given":[99],"observation":[101],"alert":[105],"is":[106],"high.":[107],"Therefore,":[108],"we":[109,131],"propose":[110],"for":[113,169],"determining":[115],"by":[120,138],"focusing":[121],"not":[124],"recognized":[125],"With":[128],"this":[129],"system,":[130],"analyze":[132],"correlation":[134,190],"between":[135,146],"made":[137],"different":[139,147],"vendors":[140,148],"then":[141],"transfer":[142],"knowledge":[143],"triplet":[151],"network.":[152],"We":[153],"evaluate":[154],"effectiveness":[156],"proposed":[159],"using":[161],"4,919,791":[162],"collected":[164],"large-scale":[167],"one":[170],"month.":[171],"Our":[172],"identified":[174],"24.3%":[175],"more":[176],"undiscovered":[179],"at":[180,192],"data":[184],"collection":[185],"than":[186],"without":[189],"analysis":[191],"5%":[194],"false":[195],"positive":[196],"rate.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
