{"id":"https://openalex.org/W4391173730","doi":"https://doi.org/10.1186/s13677-023-00568-7","title":"A new method of dynamic network security analysis based on dynamic uncertain causality graph","display_name":"A new method of dynamic network security analysis based on dynamic uncertain causality graph","publication_year":2024,"publication_date":"2024-01-24","ids":{"openalex":"https://openalex.org/W4391173730","doi":"https://doi.org/10.1186/s13677-023-00568-7"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-023-00568-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-023-00568-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00568-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00568-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017447701","display_name":"Chunling Dong","orcid":"https://orcid.org/0000-0003-3968-5556"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunling Dong","raw_affiliation_strings":["School of Computer and Cyber Sciences, Communication University of China, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Cyber Sciences, Communication University of China, Beijing, 100024, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115603094","display_name":"Feng Yu","orcid":"https://orcid.org/0000-0002-7379-250X"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Feng","raw_affiliation_strings":["School of Computer and Cyber Sciences, Communication University of China, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Cyber Sciences, Communication University of China, Beijing, 100024, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014243831","display_name":"Wenqian Shang","orcid":"https://orcid.org/0009-0005-0146-1524"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqian Shang","raw_affiliation_strings":["School of Computer and Cyber Sciences, Communication University of China, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Cyber Sciences, Communication University of China, Beijing, 100024, China","institution_ids":["https://openalex.org/I75689368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017447701"],"corresponding_institution_ids":["https://openalex.org/I75689368"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":4.5157,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94499342,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"13","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"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":0.9965999722480774,"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/computer-science","display_name":"Computer science","score":0.7635061740875244},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.684804379940033},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6025111675262451},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.5867138504981995},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5473317503929138},{"id":"https://openalex.org/keywords/dynamic-bayesian-network","display_name":"Dynamic Bayesian network","score":0.5272984504699707},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.49266868829727173},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.44184210896492004},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35638388991355896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22644919157028198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7635061740875244},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.684804379940033},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6025111675262451},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.5867138504981995},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5473317503929138},{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.5272984504699707},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.49266868829727173},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.44184210896492004},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35638388991355896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22644919157028198},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-023-00568-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-023-00568-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00568-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f02a1111eb7c4229b2dfd1247063db97","is_oa":true,"landing_page_url":"https://doaj.org/article/f02a1111eb7c4229b2dfd1247063db97","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 13, Iss 1, Pp 1-17 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-023-00568-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-023-00568-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00568-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2038788548","display_name":null,"funder_award_id":"62176240","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391173730.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2003417611","https://openalex.org/W2054127354","https://openalex.org/W2083658929","https://openalex.org/W2096678883","https://openalex.org/W2131875370","https://openalex.org/W2888837318","https://openalex.org/W2997098254","https://openalex.org/W3035053747","https://openalex.org/W3127699798","https://openalex.org/W3143425679","https://openalex.org/W3156556650","https://openalex.org/W3184617660","https://openalex.org/W3197875103","https://openalex.org/W4205560151","https://openalex.org/W4226248369","https://openalex.org/W4226349219","https://openalex.org/W4229010320","https://openalex.org/W4293195805","https://openalex.org/W4294982458","https://openalex.org/W4308784738","https://openalex.org/W4313325790","https://openalex.org/W4376456884","https://openalex.org/W4379620514","https://openalex.org/W4386280890"],"related_works":["https://openalex.org/W2578973671","https://openalex.org/W2215058820","https://openalex.org/W2097663773","https://openalex.org/W1602184117","https://openalex.org/W2413421635","https://openalex.org/W2511198839","https://openalex.org/W1966557338","https://openalex.org/W2366931106","https://openalex.org/W4388279924","https://openalex.org/W4288783750"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"the":[2,32,74,83,90,117,121,137,152,160,190],"context":[3],"of":[4,31,169,193],"cloud":[5,180],"computing,":[6],"network":[7,33,79,95,186,199],"attackers":[8],"usually":[9],"exhibit":[10],"complex,":[11],"dynamic,":[12],"and":[13,28,36,58,82,98,105,113,124,133,139,158,162,195],"diverse":[14],"behavior":[15],"characteristics.":[16],"Existing":[17],"research":[18],"methods,":[19,116],"such":[20],"as":[21],"Bayesian":[22],"attack":[23,34,41,80,96,126,131,148,164],"graphs,":[24],"lack":[25],"evidence":[26],"correlation":[27],"real-time":[29],"reflection":[30],"events,":[35,81],"high":[37,170],"computational":[38],"complexity":[39],"for":[40],"analysis.":[42],"To":[43],"solve":[44],"these":[45],"problems,":[46],"this":[47],"study":[48],"proposes":[49],"a":[50,59,167],"Dynamic":[51],"Uncertain":[52],"Causal":[53,60],"Attack":[54],"Graph":[55],"(DUCAG)":[56],"model":[57,69,154],"Chain-based":[61],"Risk":[62],"Probability":[63],"Calculation":[64],"(CCRP)":[65],"algorithm.":[66],"The":[67,173],"DUCAG":[68,153],"is":[70,134],"constructed":[71],"to":[72,136],"represent":[73],"uncertain":[75,129,163],"underlying":[76],"causalities":[77],"among":[78,93],"CCRP":[84,118],"algorithm":[85],"aims":[86],"at":[87],"dynamically":[88,184],"updating":[89],"causality":[91,111,114],"weights":[92],"different":[94,147],"events":[97],"attacker":[99,122],"hypotheses":[100],"based":[101],"on":[102,179],"alarm":[103,142],"information":[104],"causal":[106],"chain":[107],"reasoning":[108,115],"process.":[109],"By":[110],"simplification":[112],"efficiently":[119],"predicts":[120],"behaviors":[123,192],"potential":[125],"likelihood":[127],"under":[128,146],"time-varying":[130],"situations,":[132],"robust":[135],"incompleteness":[138],"redundancy":[140],"in":[141,166,197],"information.":[143],"Four":[144],"experiments":[145],"scenarios":[149],"demonstrate":[150],"that,":[151],"can":[155],"effectively":[156],"characterize":[157],"predict":[159],"complex":[161],"causalities,":[165],"manner":[168],"time":[171],"efficiency.":[172],"proposed":[174],"method":[175],"has":[176],"application":[177],"significance":[178],"computing":[181],"platforms":[182],"by":[183],"evaluating":[185],"security":[187],"status,":[188],"predicting":[189],"future":[191],"attackers,":[194],"assisting":[196],"adjusting":[198],"defense":[200],"strategies.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
