{"id":"https://openalex.org/W4411801349","doi":"https://doi.org/10.3390/info16070547","title":"Intrusion Alert Analysis Method for Power Information Communication Networks Based on Data Processing Units","display_name":"Intrusion Alert Analysis Method for Power Information Communication Networks Based on Data Processing Units","publication_year":2025,"publication_date":"2025-06-27","ids":{"openalex":"https://openalex.org/W4411801349","doi":"https://doi.org/10.3390/info16070547"},"language":"en","primary_location":{"id":"doi:10.3390/info16070547","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16070547","pdf_url":"https://www.mdpi.com/2078-2489/16/7/547/pdf?version=1751273134","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/16/7/547/pdf?version=1751273134","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100779490","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0001-8681-0693"},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["Information and Communication Branch of State Grid Jiangsu Electric Power Co., Ltd., Nanjing 210024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Communication Branch of State Grid Jiangsu Electric Power Co., Ltd., Nanjing 210024, China","institution_ids":["https://openalex.org/I4210126065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101913592","display_name":"Mingxuan Zhang","orcid":"https://orcid.org/0000-0003-3324-6675"},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxuan Zhang","raw_affiliation_strings":["Information and Communication Branch of State Grid Jiangsu Electric Power Co., Ltd., Nanjing 210024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Communication Branch of State Grid Jiangsu Electric Power Co., Ltd., Nanjing 210024, China","institution_ids":["https://openalex.org/I4210126065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351114","display_name":"Yan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Liu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China"],"raw_orcid":"https://orcid.org/0009-0007-0162-9168","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100779406","display_name":"Zhiyi Li","orcid":"https://orcid.org/0000-0001-7498-8005"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyi Li","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102830717","display_name":"Weiwei Miao","orcid":"https://orcid.org/0000-0002-8726-2884"},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Miao","raw_affiliation_strings":["Information and Communication Branch of State Grid Jiangsu Electric Power Co., Ltd., Nanjing 210024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Communication Branch of State Grid Jiangsu Electric Power Co., Ltd., Nanjing 210024, China","institution_ids":["https://openalex.org/I4210126065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001378599","display_name":"Sujie Shao","orcid":"https://orcid.org/0000-0003-3945-0706"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sujie Shao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China"],"raw_orcid":"https://orcid.org/0000-0003-3945-0706","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001378599"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15661168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"7","first_page":"547","last_page":"547"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9986000061035156,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7171778678894043},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.4852457046508789},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4782658815383911},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4424346387386322},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.4229242503643036},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41121017932891846},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24392113089561462},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.05320611596107483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171778678894043},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.4852457046508789},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4782658815383911},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4424346387386322},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.4229242503643036},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41121017932891846},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24392113089561462},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.05320611596107483},{"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/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","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":2,"locations":[{"id":"doi:10.3390/info16070547","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16070547","pdf_url":"https://www.mdpi.com/2078-2489/16/7/547/pdf?version=1751273134","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:faec4edd32564a8fb75d2e50683faf9c","is_oa":true,"landing_page_url":"https://doaj.org/article/faec4edd32564a8fb75d2e50683faf9c","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":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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 16, Iss 7, p 547 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info16070547","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16070547","pdf_url":"https://www.mdpi.com/2078-2489/16/7/547/pdf?version=1751273134","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7157512362","display_name":null,"funder_award_id":"J2023131","funder_id":"https://openalex.org/F4320336329","funder_display_name":"State Grid Jiangsu Electric Power"}],"funders":[{"id":"https://openalex.org/F4320336329","display_name":"State Grid Jiangsu Electric Power","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411801349.pdf","grobid_xml":"https://content.openalex.org/works/W4411801349.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2066832805","https://openalex.org/W2762776925","https://openalex.org/W2911767333","https://openalex.org/W2977587496","https://openalex.org/W2979704987","https://openalex.org/W3119101352","https://openalex.org/W3190895447","https://openalex.org/W3202760407","https://openalex.org/W4213315944","https://openalex.org/W4281741082","https://openalex.org/W4289825106","https://openalex.org/W4313171880","https://openalex.org/W4385876606","https://openalex.org/W4388571717","https://openalex.org/W4388931440","https://openalex.org/W4395448776","https://openalex.org/W4398186405","https://openalex.org/W4399451239","https://openalex.org/W4399851502","https://openalex.org/W4401634066","https://openalex.org/W6758793350","https://openalex.org/W6869551341","https://openalex.org/W6888783400"],"related_works":["https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2906422846","https://openalex.org/W2390009783","https://openalex.org/W2364419519","https://openalex.org/W2133389611","https://openalex.org/W2360767377","https://openalex.org/W2017948608","https://openalex.org/W2360951146"],"abstract_inverted_index":{"Leveraging":[0],"Data":[1],"Processing":[2],"Units":[3],"(DPUs)":[4],"deployed":[5],"at":[6],"network":[7,167],"interfaces,":[8],"the":[9,31,99,119,125,146,152,164],"DPU-accelerated":[10],"Intrusion":[11],"Detection":[12],"System":[13],"(IDS)":[14],"enables":[15],"microsecond-latency":[16],"initial":[17],"traffic":[18],"inspection":[19],"through":[20],"hardware":[21],"offloading.":[22],"However,":[23],"while":[24],"generating":[25],"high-throughput":[26],"alerts,":[27],"this":[28],"mechanism":[29],"amplifies":[30],"inherent":[32],"redundancy":[33],"and":[34,52,67,74,85,94,112,121,137],"noise":[35,93],"issues":[36],"of":[37,109,154,166],"traditional":[38],"IDS":[39],"systems.":[40],"This":[41],"paper":[42],"proposes":[43],"an":[44,78],"alert":[45,131],"correlation":[46],"method":[47,147],"using":[48,61],"multi-similarity":[49],"factor":[50],"aggregation":[51],"a":[53,88],"suffix":[54,100],"tree":[55,101],"model.":[56],"First,":[57],"alerts":[58,73,111,155],"are":[59],"preprocessed":[60],"LFDIA,":[62],"employing":[63],"multiple":[64],"similarity":[65],"factors":[66],"dynamic":[68],"thresholding":[69],"to":[70,91],"cluster":[71],"correlated":[72],"reduce":[75],"redundancy.":[76],"Next,":[77],"attack":[79,96,103,135,139,161],"intensity":[80],"time":[81],"series":[82],"is":[83],"generated":[84],"smoothed":[86],"with":[87],"Kalman":[89],"filter":[90],"eliminate":[92],"reveal":[95],"trends.":[97],"Finally,":[98],"models":[102],"activities,":[104],"capturing":[105],"key":[106],"behavioral":[107],"paths":[108],"high-severity":[110],"identifying":[113],"attacker":[114],"patterns.":[115],"Experimental":[116],"evaluations":[117],"on":[118],"CPTC-2017":[120],"CPTC-2018":[122],"datasets":[123],"validate":[124],"proposed":[126],"method\u2019s":[127],"effectiveness":[128,165],"in":[129],"reducing":[130],"redundancy,":[132],"extracting":[133],"critical":[134],"behaviors,":[136],"constructing":[138],"activity":[140],"sequences.":[141],"The":[142],"results":[143],"demonstrate":[144],"that":[145],"not":[148],"only":[149],"significantly":[150],"reduces":[151],"number":[153],"but":[156],"also":[157],"accurately":[158],"reveals":[159],"core":[160],"characteristics,":[162],"enhancing":[163],"security":[168],"defense":[169],"strategies.":[170]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
