{"id":"https://openalex.org/W3082704935","doi":"https://doi.org/10.1145/3407023.3409189","title":"Real-time stream processing tool for detecting suspicious network patterns using machine learning","display_name":"Real-time stream processing tool for detecting suspicious network patterns using machine learning","publication_year":2020,"publication_date":"2020-08-25","ids":{"openalex":"https://openalex.org/W3082704935","doi":"https://doi.org/10.1145/3407023.3409189","mag":"3082704935"},"language":"en","primary_location":{"id":"doi:10.1145/3407023.3409189","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3407023.3409189","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006715549","display_name":"Miko\u0142aj Komisarek","orcid":"https://orcid.org/0000-0003-1459-2695"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Miko\u0142aj Komisarek","raw_affiliation_strings":["UTP University of Science and Technology Bydgoszcz, Pozna\u0144, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTP University of Science and Technology Bydgoszcz, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009283476","display_name":"Micha\u0142 Chora\u015b","orcid":"https://orcid.org/0000-0003-1405-9911"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Chora\u015b","raw_affiliation_strings":["UTP University of Science and Technology Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTP University of Science and Technology Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042632349","display_name":"Rafa\u0142 Kozik","orcid":"https://orcid.org/0000-0001-7122-3306"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Kozik","raw_affiliation_strings":["UTP University of Science and Technology Bydgoszcz, Pozna\u0144, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTP University of Science and Technology Bydgoszcz, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088536972","display_name":"Marek Pawlicki","orcid":"https://orcid.org/0000-0001-5881-6406"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Pawlicki","raw_affiliation_strings":["UTP University of Science and Technology, Pozna\u0144, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTP University of Science and Technology, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724","https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991999864578247,"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":0.9973000288009644,"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/computer-science","display_name":"Computer science","score":0.8438254594802856},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.6250146627426147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5475160479545593},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.511959433555603},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.507464587688446},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.4957174062728882},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.4738136827945709},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44504663348197937},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.18205100297927856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8438254594802856},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.6250146627426147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5475160479545593},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.511959433555603},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.507464587688446},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.4957174062728882},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.4738136827945709},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44504663348197937},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.18205100297927856}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3407023.3409189","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3407023.3409189","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4658719095","display_name":null,"funder_award_id":"833042","funder_id":"https://openalex.org/F4320335254","funder_display_name":"Horizon 2020"}],"funders":[{"id":"https://openalex.org/F4320335254","display_name":"Horizon 2020","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2061068374","https://openalex.org/W2296509296","https://openalex.org/W2517850251","https://openalex.org/W2575222858","https://openalex.org/W2746170296","https://openalex.org/W2793412195","https://openalex.org/W2891540671","https://openalex.org/W2898352726","https://openalex.org/W2900633867","https://openalex.org/W2952604789","https://openalex.org/W2979325626","https://openalex.org/W2994134668","https://openalex.org/W3106144025","https://openalex.org/W3217671245"],"related_works":["https://openalex.org/W2802243998","https://openalex.org/W2469699777","https://openalex.org/W4200217704","https://openalex.org/W3201554469","https://openalex.org/W2368264659","https://openalex.org/W4307392573","https://openalex.org/W2060628068","https://openalex.org/W3112950814","https://openalex.org/W3208495060","https://openalex.org/W2161835057"],"abstract_inverted_index":{"In":[0,22],"this":[1],"paper,":[2],"the":[3,11,34],"performance":[4],"of":[5,13,25,44,48],"stream":[6],"processing":[7],"and":[8,37,46],"accuracy":[9],"in":[10,16],"prediction":[12],"suspicious":[14],"flows":[15],"simulated":[17],"network":[18],"traffic":[19],"is":[20],"investigated.":[21],"addition,":[23],"concepts":[24],"an":[26],"engine":[27],"that":[28,40],"integrates":[29],"with":[30],"novel":[31],"solutions":[32],"like":[33],"Elastic-search":[35],"database":[36],"Apache":[38],"Kafka":[39],"allows":[41],"easy":[42],"definition":[43],"streams":[45],"implementation":[47],"any":[49],"machine":[50],"learning":[51],"algorithm":[52],"are":[53],"presented.":[54]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
