{"id":"https://openalex.org/W4292002635","doi":"https://doi.org/10.1109/csr54599.2022.9850293","title":"Data Volume Reduction for Deep Packet Inspection by Multi-layer Application Determination","display_name":"Data Volume Reduction for Deep Packet Inspection by Multi-layer Application Determination","publication_year":2022,"publication_date":"2022-07-27","ids":{"openalex":"https://openalex.org/W4292002635","doi":"https://doi.org/10.1109/csr54599.2022.9850293"},"language":"en","primary_location":{"id":"doi:10.1109/csr54599.2022.9850293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csr54599.2022.9850293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Cyber Security and Resilience (CSR)","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/A5083722056","display_name":"Michael Vogel","orcid":"https://orcid.org/0000-0002-3364-1897"},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Vogel","raw_affiliation_strings":["Brandenburg University of Technology (BTU),Institute for Computer Science,Cottbus,Germany","Institute for Computer Science, Brandenburg University of Technology (BTU), Cottbus, Germany"],"affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology (BTU),Institute for Computer Science,Cottbus,Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"Institute for Computer Science, Brandenburg University of Technology (BTU), Cottbus, Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079082892","display_name":"Franka Schuster","orcid":"https://orcid.org/0009-0008-0687-9155"},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Franka Schuster","raw_affiliation_strings":["Brandenburg University of Technology (BTU),Institute for Computer Science,Cottbus,Germany","Institute for Computer Science, Brandenburg University of Technology (BTU), Cottbus, Germany"],"affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology (BTU),Institute for Computer Science,Cottbus,Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"Institute for Computer Science, Brandenburg University of Technology (BTU), Cottbus, Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028385661","display_name":"Fabian Malte Kopp","orcid":null},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fabian Malte Kopp","raw_affiliation_strings":["Brandenburg University of Technology (BTU),Institute for Computer Science,Cottbus,Germany","Institute for Computer Science, Brandenburg University of Technology (BTU), Cottbus, Germany"],"affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology (BTU),Institute for Computer Science,Cottbus,Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"Institute for Computer Science, Brandenburg University of Technology (BTU), Cottbus, Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032778004","display_name":"Hartmut K\u00f6nig","orcid":null},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hartmut Konig","raw_affiliation_strings":["Brandenburg University of Technology (BTU),Institute for Computer Science,Cottbus,Germany","Institute for Computer Science, Brandenburg University of Technology (BTU), Cottbus, Germany"],"affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology (BTU),Institute for Computer Science,Cottbus,Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"Institute for Computer Science, Brandenburg University of Technology (BTU), Cottbus, Germany","institution_ids":["https://openalex.org/I51783024"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083722056"],"corresponding_institution_ids":["https://openalex.org/I51783024"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09677842,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"44","last_page":"49"},"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":1.0,"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":0.9993000030517578,"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":0.8290115594863892},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6535698771476746},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5986804366111755},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5838437080383301},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5637098550796509},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.5190156698226929},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4826291501522064},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4340013861656189},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41123926639556885},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40689903497695923},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3971937894821167},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3302205801010132},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13851448893547058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0904574990272522}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8290115594863892},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6535698771476746},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5986804366111755},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5838437080383301},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5637098550796509},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.5190156698226929},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4826291501522064},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4340013861656189},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41123926639556885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40689903497695923},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3971937894821167},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3302205801010132},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13851448893547058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0904574990272522},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csr54599.2022.9850293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csr54599.2022.9850293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Cyber Security and Resilience (CSR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W31445814","https://openalex.org/W103634144","https://openalex.org/W137954548","https://openalex.org/W2055261595","https://openalex.org/W2108962885","https://openalex.org/W2121973001","https://openalex.org/W2165699948","https://openalex.org/W2166447996","https://openalex.org/W2742334953","https://openalex.org/W2883514760","https://openalex.org/W2892214024","https://openalex.org/W2963197901","https://openalex.org/W2969231300","https://openalex.org/W3046742817","https://openalex.org/W3094466419","https://openalex.org/W3136284412","https://openalex.org/W4232580291"],"related_works":["https://openalex.org/W1544967040","https://openalex.org/W2594425278","https://openalex.org/W2347338493","https://openalex.org/W2797286879","https://openalex.org/W2037047765","https://openalex.org/W4226031521","https://openalex.org/W3160314615","https://openalex.org/W2381288267","https://openalex.org/W2155469080","https://openalex.org/W2299887038"],"abstract_inverted_index":{"Attack":[0,43],"detection":[1,44],"in":[2,12,30,56,71,141],"enterprise":[3],"networks":[4],"is":[5],"increasingly":[6],"faced":[7],"with":[8],"large":[9],"data":[10,15,20,28,106],"volumes,":[11],"part":[13],"high":[14],"bursts,":[16],"and":[17,61,134],"heavily":[18],"fluctuating":[19],"flows":[21,107],"that":[22,115],"often":[23],"cause":[24],"arbitrary":[25],"discarding":[26],"of":[27,51,64,124,131,147],"packets":[29],"overload":[31],"situations":[32],"which":[33],"can":[34,138],"be":[35,139],"used":[36,140],"by":[37],"attackers":[38],"to":[39,108,111,143],"hide":[40],"attack":[41],"activities.":[42],"systems":[45],"usually":[46],"configure":[47],"a":[48],"comprehensive":[49],"set":[50],"signatures":[52],"for":[53,104,121],"known":[54],"vulnerabilities":[55,76],"different":[57],"operating":[58,86],"systems,":[59],"protocols,":[60],"applications.":[62],"Many":[63],"these":[65,125],"signatures,":[66],"however,":[67],"are":[68,90],"not":[69,91],"relevant":[70,120],"each":[72],"context,":[73],"since":[74],"certain":[75],"have":[77],"already":[78],"been":[79],"eliminated,":[80],"or":[81,85],"the":[82,94,122,129,145],"vulnerable":[83],"applications":[84],"system":[87],"versions,":[88],"respectively,":[89],"installed":[92],"on":[93],"involved":[95],"systems.":[96],"In":[97],"this":[98,132],"paper,":[99],"we":[100],"present":[101],"an":[102,148],"approach":[103],"clustering":[105,133],"assign":[109],"them":[110],"dedicated":[112],"analysis":[113,123,149],"units":[114],"contain":[116],"only":[117],"signature":[118],"sets":[119],"flows.":[126],"We":[127],"discuss":[128],"performance":[130],"show":[135],"how":[136],"it":[137],"practice":[142],"improve":[144],"efficiency":[146],"pipeline.":[150]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}