{"id":"https://openalex.org/W3069739135","doi":"https://doi.org/10.18293/dmsviva20-018","title":"Supporting Cyber Attack Detection via Non-Linear Analytic Prediction of IP Addresses: A Big Data Analytics Technique","display_name":"Supporting Cyber Attack Detection via Non-Linear Analytic Prediction of IP Addresses: A Big Data Analytics Technique","publication_year":2020,"publication_date":"2020-07-07","ids":{"openalex":"https://openalex.org/W3069739135","doi":"https://doi.org/10.18293/dmsviva20-018","mag":"3069739135"},"language":"en","primary_location":{"id":"doi:10.18293/dmsviva20-018","is_oa":true,"landing_page_url":"http://doi.org/10.18293/dmsviva20-018","pdf_url":"https://doi.org/10.18293/dmsviva20-018","source":{"id":"https://openalex.org/S4386872205","display_name":"Proceedings","issn_l":"2326-3261","issn":["2326-3261"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Distributed Multimedia Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/dmsviva20-018","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053225136","display_name":"Alfredo Cuzzocrea","orcid":"https://orcid.org/0000-0002-7104-6415"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["FR","IT"],"is_corresponding":true,"raw_author_name":"Alfredo Cuzzocrea","raw_affiliation_strings":["LORIA, Nancy, France","iDEA Lab, University of Calabria, Rende, Italy and","University of Trieste, Trieste, Italy","Politecnico di Torino and ISIRES, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"LORIA, Nancy, France","institution_ids":["https://openalex.org/I4210121838"]},{"raw_affiliation_string":"iDEA Lab, University of Calabria, Rende, Italy and","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]},{"raw_affiliation_string":"Politecnico di Torino and ISIRES, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015516680","display_name":"Enzo Mumolo","orcid":"https://orcid.org/0000-0001-9399-0370"},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]},{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Enzo Mumolo","raw_affiliation_strings":["University of Trieste, Trieste, Italy","LORIA, Nancy, France","iDEA Lab, University of Calabria, Rende, Italy and","Politecnico di Torino and ISIRES, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]},{"raw_affiliation_string":"LORIA, Nancy, France","institution_ids":["https://openalex.org/I4210121838"]},{"raw_affiliation_string":"iDEA Lab, University of Calabria, Rende, Italy and","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"Politecnico di Torino and ISIRES, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026981405","display_name":"Edoardo Fadda","orcid":"https://orcid.org/0000-0002-5599-6349"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]},{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Edoardo Fadda","raw_affiliation_strings":["University of Trieste, Trieste, Italy","Politecnico di Torino and ISIRES, Torino, Italy","iDEA Lab, University of Calabria, Rende, Italy and","LORIA, Nancy, France"],"affiliations":[{"raw_affiliation_string":"University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]},{"raw_affiliation_string":"Politecnico di Torino and ISIRES, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"iDEA Lab, University of Calabria, Rende, Italy and","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"LORIA, Nancy, France","institution_ids":["https://openalex.org/I4210121838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106266900","display_name":"Marco Tessarotto","orcid":null},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]},{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Marco Tessarotto","raw_affiliation_strings":["Politecnico di Torino and ISIRES, Torino, Italy","LORIA, Nancy, France","iDEA Lab, University of Calabria, Rende, Italy and","University of Trieste, Trieste, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino and ISIRES, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"LORIA, Nancy, France","institution_ids":["https://openalex.org/I4210121838"]},{"raw_affiliation_string":"iDEA Lab, University of Calabria, Rende, Italy and","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053225136"],"corresponding_institution_ids":["https://openalex.org/I142444530","https://openalex.org/I177477856","https://openalex.org/I4210121838","https://openalex.org/I45204951"],"apc_list":null,"apc_paid":null,"fwci":0.2776,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43711729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2020","issue":null,"first_page":"28","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9936000108718872,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.8383581042289734},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7983779907226562},{"id":"https://openalex.org/keywords/ip-address-management","display_name":"IP address management","score":0.6347836852073669},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.613899290561676},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5104984045028687},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5084995031356812},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.47067269682884216},{"id":"https://openalex.org/keywords/ip-address","display_name":"Ip address","score":0.4651317000389099},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4368003308773041},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4208466708660126},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.36311960220336914},{"id":"https://openalex.org/keywords/internet-protocol","display_name":"Internet Protocol","score":0.267721951007843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1458803415298462},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12718746066093445}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.8383581042289734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7983779907226562},{"id":"https://openalex.org/C201980515","wikidata":"https://www.wikidata.org/wiki/Q13219707","display_name":"IP address management","level":4,"score":0.6347836852073669},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.613899290561676},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5104984045028687},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5084995031356812},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.47067269682884216},{"id":"https://openalex.org/C2985371682","wikidata":"https://www.wikidata.org/wiki/Q11135","display_name":"Ip address","level":2,"score":0.4651317000389099},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4368003308773041},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4208466708660126},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.36311960220336914},{"id":"https://openalex.org/C35341882","wikidata":"https://www.wikidata.org/wiki/Q8795","display_name":"Internet Protocol","level":3,"score":0.267721951007843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1458803415298462},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12718746066093445},{"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/dmsviva20-018","is_oa":true,"landing_page_url":"http://doi.org/10.18293/dmsviva20-018","pdf_url":"https://doi.org/10.18293/dmsviva20-018","source":{"id":"https://openalex.org/S4386872205","display_name":"Proceedings","issn_l":"2326-3261","issn":["2326-3261"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Distributed Multimedia Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/dmsviva20-018","is_oa":true,"landing_page_url":"http://doi.org/10.18293/dmsviva20-018","pdf_url":"https://doi.org/10.18293/dmsviva20-018","source":{"id":"https://openalex.org/S4386872205","display_name":"Proceedings","issn_l":"2326-3261","issn":["2326-3261"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Distributed Multimedia Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5400000214576721,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G5348246107","display_name":null,"funder_award_id":"ANR-15-IDEX-0","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7166692799","display_name":null,"funder_award_id":"ANR-15-I","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8254623148","display_name":null,"funder_award_id":"ANR-15-IDEX-04-LUE","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8918884702","display_name":null,"funder_award_id":"15-IDEX-04-LUE","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3069739135.pdf","grobid_xml":"https://content.openalex.org/works/W3069739135.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W156035072","https://openalex.org/W299861242","https://openalex.org/W343057247","https://openalex.org/W1842679320","https://openalex.org/W1966264494","https://openalex.org/W2021668342","https://openalex.org/W2052322644","https://openalex.org/W2084626209","https://openalex.org/W2111548386","https://openalex.org/W2139237340","https://openalex.org/W2140753976","https://openalex.org/W2148046504","https://openalex.org/W2156442470","https://openalex.org/W2472472094","https://openalex.org/W2540394437","https://openalex.org/W2735963166","https://openalex.org/W3089767122","https://openalex.org/W4237240046"],"related_works":["https://openalex.org/W2385146456","https://openalex.org/W2393607318","https://openalex.org/W2266359107","https://openalex.org/W2348254490","https://openalex.org/W2362201987","https://openalex.org/W2358030688","https://openalex.org/W2358498571","https://openalex.org/W1997873040","https://openalex.org/W2348743152","https://openalex.org/W2373107717"],"abstract_inverted_index":{"Computer":[0],"network":[1],"systems":[2],"are":[3,103,108],"often":[4],"subject":[5],"to":[6,25,29,40,48,81,86,96,113,136],"several":[7],"types":[8],"of":[9,16,44,55,65,73,119,126,154,166],"attacks.":[10],"For":[11],"example":[12],"the":[13,42,53,57,61,66,78,82,97,115,124,143,152,163,167],"distributed":[14],"Denial":[15],"Service":[17],"(DDoS)":[18],"attack":[19],"introduces":[20],"an":[21,94],"excessive":[22],"traffic":[23],"load":[24],"a":[26,134,158],"web":[27],"server":[28,83],"make":[30],"it":[31],"unusable.":[32],"A":[33],"popular":[34],"method":[35],"for":[36],"detecting":[37],"attacks":[38],"is":[39,70,84],"use":[41],"sequence":[43,69,125,153,160],"source":[45,74],"IP":[46,59,67,75,101,120,127,155],"addresses":[47,102,121,128,156],"detect":[49,87],"possible":[50],"anomalies.":[51],"With":[52],"aim":[54],"predicting":[56],"next":[58],"address,":[60],"Probability":[62,116],"Density":[63,117],"Function":[64,118],"address":[68,76,137],"estimated.":[71],"Prediction":[72],"in":[77,133,147],"future":[79],"access":[80,95],"meant":[85],"anomalous":[88],"requests.":[89],"In":[90],"other":[91],"words,":[92],"during":[93],"server,":[98],"only":[99],"predicted":[100],"permitted":[104],"and":[105,131,161,178],"all":[106],"others":[107],"blocked.":[109],"The":[110],"approaches":[111],"used":[112,140,171],"estimate":[114],"range":[122],"from":[123],"seen":[129],"previously":[130],"stored":[132],"database":[135],"clustering,":[138],"normally":[139],"by":[141],"combining":[142],"K-Means":[144],"algorithm.":[145],"Instead,":[146],"this":[148],"paper":[149],"we":[150],"consider":[151],"as":[157],"numerical":[159,168],"develop":[162],"nonlinear":[164,172],"analysis":[165,173],"sequence.":[169],"We":[170],"based":[174],"on":[175],"Volterra's":[176],"kernels":[177],"Hammerstein's":[179],"models.":[180]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
