{"id":"https://openalex.org/W4416513853","doi":"https://doi.org/10.1109/isncc66965.2025.11250468","title":"CloudAPT: A Provenance-Based Dataset for Evaluating APT Countermeasures in Cloud Environments","display_name":"CloudAPT: A Provenance-Based Dataset for Evaluating APT Countermeasures in Cloud Environments","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W4416513853","doi":"https://doi.org/10.1109/isncc66965.2025.11250468"},"language":"en","primary_location":{"id":"doi:10.1109/isncc66965.2025.11250468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc66965.2025.11250468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Symposium on Networks, Computers and Communications (ISNCC)","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/A5008647856","display_name":"Md Ariful Haque","orcid":"https://orcid.org/0000-0003-4632-5153"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Md Ariful Haque","raw_affiliation_strings":["National Research Council,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council,Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049169545","display_name":"Euclides Carlos Pinto Neto","orcid":"https://orcid.org/0000-0002-1241-6391"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Euclides Carlos Pinto Neto","raw_affiliation_strings":["National Research Council,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council,Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005580571","display_name":"Thomas Pasquier","orcid":"https://orcid.org/0000-0001-6876-1306"},"institutions":[{"id":"https://openalex.org/I1287378978","display_name":"University of British Columbia Hospital","ror":"https://ror.org/00frst980","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1287378978","https://openalex.org/I141074466","https://openalex.org/I141074466","https://openalex.org/I141945490","https://openalex.org/I2799475292"]},{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Thosmas Pasquier","raw_affiliation_strings":["University of British Columbia (UBC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia (UBC)","institution_ids":["https://openalex.org/I1287378978","https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075654187","display_name":"Shahrear Iqbal","orcid":"https://orcid.org/0000-0001-7819-5715"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shahrear Iqbal","raw_affiliation_strings":["National Research Council,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council,Canada","institution_ids":["https://openalex.org/I4210159778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008647856"],"corresponding_institution_ids":["https://openalex.org/I4210159778"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36981096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.3804999887943268,"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":0.3804999887943268,"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/T12127","display_name":"Software System Performance and Reliability","score":0.12319999933242798,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.08510000258684158,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8109999895095825},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6891999840736389},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.6656000018119812},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.43700000643730164},{"id":"https://openalex.org/keywords/privilege","display_name":"Privilege (computing)","score":0.335999995470047},{"id":"https://openalex.org/keywords/fragmentation","display_name":"Fragmentation (computing)","score":0.32420000433921814}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8109999895095825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7659000158309937},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6891999840736389},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.6656000018119812},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5103999972343445},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43700000643730164},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4050999879837036},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38260000944137573},{"id":"https://openalex.org/C2780138299","wikidata":"https://www.wikidata.org/wiki/Q3404265","display_name":"Privilege (computing)","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C191015642","wikidata":"https://www.wikidata.org/wiki/Q1132459","display_name":"Fragmentation (computing)","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.29170000553131104},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.26100000739097595},{"id":"https://openalex.org/C140547941","wikidata":"https://www.wikidata.org/wiki/Q7797194","display_name":"Threat model","level":2,"score":0.2574999928474426}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isncc66965.2025.11250468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc66965.2025.11250468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:11d1bc6b-c807-4b03-8b58-93942eefbbe1","is_oa":false,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/object/?id=11d1bc6b-c807-4b03-8b58-93942eefbbe1","pdf_url":null,"source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W168132470","https://openalex.org/W1109422923","https://openalex.org/W2788995269","https://openalex.org/W2910711617","https://openalex.org/W3133235094","https://openalex.org/W4285327757","https://openalex.org/W4323321528"],"related_works":[],"abstract_inverted_index":{"The":[0,69],"dynamic":[1],"nature":[2],"of":[3,10,23,35,120,166],"cloud":[4,67,167],"environments":[5],"has":[6],"amplified":[7],"the":[8,19,32,53,75,105,164],"challenges":[9],"defending":[11],"against":[12],"Advanced":[13],"Persistent":[14],"Threats":[15],"(APTs),":[16],"which":[17],"exploit":[18],"complexity":[20],"and":[21,88,109,115,123,133,153,158],"interconnectedness":[22],"modern":[24],"infrastructures.":[25],"Existing":[26],"datasets":[27],"fail":[28],"to":[29,56,163],"adequately":[30],"address":[31],"unique":[33],"requirements":[34],"cloud-native":[36,142],"systems,":[37],"particularly":[38],"those":[39],"leveraging":[40],"system":[41,58,124],"provenance":[42,59,128],"graphs":[43,60],"for":[44,61,151],"comprehensive":[45],"analysis.":[46],"In":[47],"this":[48],"work,":[49],"we":[50],"present":[51],"CloudAPT,":[52],"first":[54],"dataset":[55,70,106,145],"utilize":[57],"capturing":[62],"APT":[63,77],"behaviors":[64],"in":[65],"Kubernetes-based":[66],"environments.":[68,168],"spans":[71],"eight":[72],"days,":[73],"encompassing":[74],"complete":[76],"lifecycle:":[78],"reconnaissance,":[79],"initial":[80],"compromise,":[81],"privilege":[82],"escalation,":[83],"lateral":[84],"movement,":[85],"data":[86,111],"exfiltration,":[87],"covering":[89],"tracks,":[90],"while":[91],"integrating":[92],"realistic,":[93],"human-driven":[94],"user":[95],"interactions.":[96],"By":[97],"centralizing":[98],"activities":[99],"on":[100],"a":[101,117,148],"single":[102],"worker":[103],"VM,":[104],"ensures":[107],"granular":[108],"transparent":[110],"collection,":[112],"avoiding":[113],"fragmentation":[114],"providing":[116],"holistic":[118],"view":[119],"attacker":[121],"strategies":[122],"responses.":[125],"CloudAPT":[126],"includes":[127],"graph":[129],"data,":[130,135],"cluster":[131],"logs,":[132],"application-level":[134],"offering":[136],"deep":[137],"insights":[138],"into":[139],"interactions":[140],"within":[141],"systems.":[143],"This":[144],"serves":[146],"as":[147],"foundational":[149],"resource":[150],"developing":[152],"benchmarking":[154],"advanced":[155],"detection":[156],"mechanisms":[157],"security":[159],"solutions":[160],"tailored":[161],"specifically":[162],"complexities":[165]},"counts_by_year":[],"updated_date":"2026-05-31T08:46:17.908082","created_date":"2025-11-23T00:00:00"}
