{"id":"https://openalex.org/W3101655119","doi":"https://doi.org/10.1177/1550147720971517","title":"An efficient method for network security situation assessment","display_name":"An efficient method for network security situation assessment","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3101655119","doi":"https://doi.org/10.1177/1550147720971517","mag":"3101655119"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147720971517","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720971517","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720971517","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084780155","display_name":"Xiaoling Tao","orcid":"https://orcid.org/0000-0002-6573-2291"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"funder","lineage":["https://openalex.org/I5343935"]},{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoling Tao","raw_affiliation_strings":["Guangxi Cooperative Innovation Center of Cloud Computing and Big Data, Guilin University of Electronic Technology, Guilin, China","Guangxi Key Laboratory of Cryptography and Information Security, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Cooperative Innovation Center of Cloud Computing and Big Data, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Cryptography and Information Security, Guilin, China","institution_ids":["https://openalex.org/I4210132990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015711713","display_name":"Kai-Chuan Kong","orcid":"https://orcid.org/0000-0002-3228-8980"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"funder","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaichuan Kong","raw_affiliation_strings":["Guangxi Cooperative Innovation Center of Cloud Computing and Big Data, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Cooperative Innovation Center of Cloud Computing and Big Data, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102740754","display_name":"Feng Zhao","orcid":"https://orcid.org/0000-0002-5730-2208"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"funder","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Zhao","raw_affiliation_strings":["Guangxi Cooperative Innovation Center of Cloud Computing and Big Data, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Cooperative Innovation Center of Cloud Computing and Big Data, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112581551","display_name":"Siyan Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"funder","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siyan Cheng","raw_affiliation_strings":["Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073584743","display_name":"Sufang Wang","orcid":"https://orcid.org/0000-0002-7691-9895"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"funder","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sufang Wang","raw_affiliation_strings":["Guangxi Cooperative Innovation Center of Cloud Computing and Big Data, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Cooperative Innovation Center of Cloud Computing and Big Data, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102740754"],"corresponding_institution_ids":["https://openalex.org/I5343935"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":1.404,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.771618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":91},"biblio":{"volume":"16","issue":"11","first_page":"155014772097151","last_page":"155014772097151"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9996,"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":0.9996,"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":0.988,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9858,"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/backpropagation","display_name":"Backpropagation","score":0.43886107},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation Awareness","score":0.4272959}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.89263135},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6025178},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.5620988},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5213917},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4923259},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.43886107},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.4272959},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3442725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33991793},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18876389},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147720971517","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720971517","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/bceb7221cb8f46a482939fde11456adf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147720971517","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720971517","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"No. 61962015"},{"funder":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province","award_id":"No. 2016GXNSFAA380098"},{"funder":"https://openalex.org/F4320325705","funder_display_name":"Scientific Research and Technology Development Program of Guangxi","award_id":"No. AB17195045"}],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W1972062587","https://openalex.org/W1987594730","https://openalex.org/W2315118639","https://openalex.org/W2743999154","https://openalex.org/W2783047817","https://openalex.org/W2792571124","https://openalex.org/W2807636699","https://openalex.org/W2892923732","https://openalex.org/W4231324018","https://openalex.org/W4232777816","https://openalex.org/W4233339973","https://openalex.org/W4233875697","https://openalex.org/W4236759612","https://openalex.org/W4242328395","https://openalex.org/W4244583023","https://openalex.org/W4245320980","https://openalex.org/W4247554349","https://openalex.org/W4253549483","https://openalex.org/W4301750343","https://openalex.org/W4302480236","https://openalex.org/W4388183491"],"related_works":["https://openalex.org/W4390321040","https://openalex.org/W4387932263","https://openalex.org/W2894173309","https://openalex.org/W2738227997","https://openalex.org/W2381954448","https://openalex.org/W2371065793","https://openalex.org/W2368512134","https://openalex.org/W2157746493","https://openalex.org/W2098962763","https://openalex.org/W2083687613"],"abstract_inverted_index":{"Network":[0],"security":[1,9,14,27,33,37,46,121,203],"situational":[2,10,28,47],"assessment,":[3],"the":[4,80,91,96,113,146,161,164,168,181,185,192,213,216],"core":[5],"task":[6],"of":[7,44,62,65,79,93,98,108,163,175,184,215],"network":[8,23,26,45,120,129,138,158,178,196,202],"awareness,":[11],"can":[12,30],"obtain":[13],"situation":[15,122,204],"by":[16,105,172],"comprehensively":[17],"analyzing":[18],"various":[19],"factors":[20],"that":[21],"affect":[22],"status.":[24],"Thus,":[25],"assessment":[29,48,123],"provide":[31],"accurate":[32],"state":[34],"evaluation":[35],"and":[36,130,139,150],"trend":[38],"prediction":[39],"for":[40,86],"users.":[41],"Although":[42],"plenty":[43],"methods":[49],"have":[50],"been":[51],"proposed,":[52],"there":[53],"are":[54,100,209],"still":[55],"many":[56],"problems":[57],"to":[58,90,144,159,200,211],"solve.":[59],"First,":[60],"because":[61],"high":[63],"dimensionality":[64],"input":[66,182],"data,":[67],"computational":[68,84,152],"complexity":[69],"in":[70],"model":[71],"construction":[72],"could":[73],"be":[74,180],"very":[75],"high.":[76],"Moreover,":[77],"most":[78],"existing":[81],"schemes":[82],"trade":[83],"overhead":[85,149],"accuracy.":[87],"Second,":[88],"due":[89],"lack":[92],"centralized":[94],"standard,":[95],"weights":[97],"indicators":[99],"usually":[101],"determined":[102],"empirically":[103],"or":[104],"subjective":[106],"opinions":[107],"domain":[109],"expert.":[110],"To":[111],"solve":[112],"above":[114],"problems,":[115],"we":[116,154],"propose":[117],"a":[118],"novel":[119],"method":[124],"based":[125],"on":[126],"stack":[127,136,156,176],"autoencoding":[128,137,157,177],"back":[131,140,187,193],"propagation":[132,141,188,194],"neural":[133,142,189,195],"network.":[134,190],"In":[135],"network,":[143],"reduce":[145,160],"data":[147,170,183],"storage":[148],"improve":[151],"efficiency,":[153],"use":[155],"dimensions":[162],"indicator":[165],"data.":[166],"And":[167],"low-dimensional":[169],"output":[171],"hidden":[173],"layer":[174],"will":[179],"error":[186],"Then,":[191],"algorithm":[197],"is":[198],"adopted":[199],"perform":[201],"assessment.":[205],"Finally,":[206],"extensive":[207],"experiments":[208],"conducted":[210],"verify":[212],"effectiveness":[214],"proposed":[217],"method.":[218]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3101655119","counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2025-04-20T01:12:20.363428","created_date":"2020-11-23"}