{"id":"https://openalex.org/W4387619789","doi":"https://doi.org/10.15439/2023f6021","title":"Incident Detection with Pruned Residual Multilayer Perceptron Networks","display_name":"Incident Detection with Pruned Residual Multilayer Perceptron Networks","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387619789","doi":"https://doi.org/10.15439/2023f6021"},"language":"en","primary_location":{"id":"doi:10.15439/2023f6021","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f6021","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/6021.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2023/drp/pdf/6021.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083136896","display_name":"Mohamad Soubra","orcid":null},"institutions":[{"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":true,"raw_author_name":"Mohamad Soubra","raw_affiliation_strings":["AGH University Faculty of Computer Science Electronics and Telecommunications Krakow , Poland","AGH University Faculty of Computer Science Electronics and Telecommunications Krakow, Poland","AGH University Faculty of Electrical Engineering,","Automatics, Computer Science and Biomedical Engineering Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"AGH University Faculty of Computer Science Electronics and Telecommunications Krakow , Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University Faculty of Computer Science Electronics and Telecommunications Krakow, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University Faculty of Electrical Engineering,","institution_ids":[]},{"raw_affiliation_string":"Automatics, Computer Science and Biomedical Engineering Krakow, Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040076942","display_name":"Marek Kisiel\u2010Dorohinicki","orcid":"https://orcid.org/0000-0002-8459-1877"},"institutions":[{"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 Kisiel-Dorohinicki","raw_affiliation_strings":["AGH University Faculty of Electrical Engineering,","Automatics, Computer Science and Biomedical Engineering Krakow, Poland","AGH University Faculty of Computer Science Electronics and Telecommunications Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"AGH University Faculty of Electrical Engineering,","institution_ids":[]},{"raw_affiliation_string":"Automatics, Computer Science and Biomedical Engineering Krakow, Poland","institution_ids":[]},{"raw_affiliation_string":"AGH University Faculty of Computer Science Electronics and Telecommunications Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047178506","display_name":"Marcin Kurdziel","orcid":"https://orcid.org/0000-0003-2022-7424"},"institutions":[{"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":"Marcin Kurdziel","raw_affiliation_strings":["AGH University Faculty of Computer Science Electronics and Telecommunications Krakow , Poland","AGH University Faculty of Electrical Engineering,","AGH University Faculty of Computer Science Electronics and Telecommunications Krakow, Poland","Automatics, Computer Science and Biomedical Engineering Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"AGH University Faculty of Computer Science Electronics and Telecommunications Krakow , Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University Faculty of Electrical Engineering,","institution_ids":[]},{"raw_affiliation_string":"AGH University Faculty of Computer Science Electronics and Telecommunications Krakow, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"Automatics, Computer Science and Biomedical Engineering Krakow, Poland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039768935","display_name":"Marek Zachara","orcid":"https://orcid.org/0000-0002-8560-9696"},"institutions":[{"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 Zachara","raw_affiliation_strings":["AGH University Faculty of Electrical Engineering , Automatics , Computer Science and Biomedical Engineering Krakow , Poland","Automatics, Computer Science and Biomedical Engineering Krakow, Poland","AGH University Faculty of Electrical Engineering,","AGH University Faculty of Computer Science Electronics and Telecommunications Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"AGH University Faculty of Electrical Engineering , Automatics , Computer Science and Biomedical Engineering Krakow , Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"Automatics, Computer Science and Biomedical Engineering Krakow, Poland","institution_ids":[]},{"raw_affiliation_string":"AGH University Faculty of Electrical Engineering,","institution_ids":[]},{"raw_affiliation_string":"AGH University Faculty of Computer Science Electronics and Telecommunications Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083136896"],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":0.2257,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.4242582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"35","issue":null,"first_page":"1143","last_page":"1148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9679999947547913,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9679999947547913,"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.9050999879837036,"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/residual","display_name":"Residual","score":0.7715802192687988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6683443784713745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4390200674533844},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3434600234031677},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17009294033050537}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7715802192687988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6683443784713745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4390200674533844},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3434600234031677},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17009294033050537}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f6021","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f6021","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/6021.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:323e9bae54f442a8a9533c1f0293b87d","is_oa":true,"landing_page_url":"https://doaj.org/article/323e9bae54f442a8a9533c1f0293b87d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 35, Pp 1143-1148 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f6021","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f6021","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/6021.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387619789.pdf","grobid_xml":"https://content.openalex.org/works/W4387619789.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W48497080","https://openalex.org/W104184427","https://openalex.org/W433644524","https://openalex.org/W1522301498","https://openalex.org/W1548964396","https://openalex.org/W1836465849","https://openalex.org/W1966106079","https://openalex.org/W2010315761","https://openalex.org/W2031163547","https://openalex.org/W2073792037","https://openalex.org/W2099940443","https://openalex.org/W2155632266","https://openalex.org/W2194775991","https://openalex.org/W2262045390","https://openalex.org/W2292227919","https://openalex.org/W2296509296","https://openalex.org/W2339361414","https://openalex.org/W2565516711","https://openalex.org/W2606697812","https://openalex.org/W2752291283","https://openalex.org/W2783741806","https://openalex.org/W2786075294","https://openalex.org/W2789383398","https://openalex.org/W2791879367","https://openalex.org/W2801118360","https://openalex.org/W2804368608","https://openalex.org/W2840169530","https://openalex.org/W2861867928","https://openalex.org/W2891214000","https://openalex.org/W2901312569","https://openalex.org/W2921134108","https://openalex.org/W2921453769","https://openalex.org/W2970336199","https://openalex.org/W2990268365","https://openalex.org/W2997604048","https://openalex.org/W3000225415","https://openalex.org/W3004777721","https://openalex.org/W3025080732","https://openalex.org/W3033675321","https://openalex.org/W3041983853","https://openalex.org/W3087194612","https://openalex.org/W4229070285","https://openalex.org/W4287828539","https://openalex.org/W4299701691","https://openalex.org/W4300852401","https://openalex.org/W4377007835","https://openalex.org/W6615155006","https://openalex.org/W6665977717","https://openalex.org/W6674887505","https://openalex.org/W6687483927","https://openalex.org/W6774302960"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2560215812","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Internet":[0],"of":[1,12,51,155,166,173],"things":[2],"(IoT)":[3],"has":[4],"opened":[5],"new":[6],"horizons":[7],"in":[8,37,45,85,112],"connecting":[9],"all":[10],"sorts":[11],"devices":[13,27,74],"to":[14,30,83,106,124,147,157,168],"the":[15,22,32,108,117,126,133,140,160],"internet.However,":[16],"continuous":[17],"demand":[18],"for":[19],"connectivity":[20],"increases":[21],"cybersecurity":[23],"risks,":[24],"rendering":[25],"IoT":[26,73],"more":[28,110],"prone":[29],"cyberattacks.At":[31],"same":[33],"time,":[34],"rapid":[35],"advances":[36],"Deep":[38],"Learning":[39],"(DL)-based":[40],"algorithms":[41,60,123],"provide":[42],"state-of-the-art":[43],"results":[44,137],"many":[46],"classification":[47,50],"tasks,":[48],"including":[49],"network":[52,149,174],"traffic":[53,150],"or":[54],"system":[55,119,142],"logs.That":[56],"said,":[57],"deep":[58],"learning":[59],"are":[61],"considered":[62],"computationally":[63],"expensive":[64],"as":[65],"they":[66],"require":[67],"substantial":[68],"processing":[69],"and":[70,114,162],"storage":[71],"capacity.Sadly,":[72],"have":[75],"limited":[76],"resources,":[77],"making":[78],"renowned":[79],"DL":[80],"models":[81],"hard":[82],"implement":[84],"this":[86,88],"environment.In":[87],"paper":[89],"we":[90],"present":[91],"a":[92],"Residual":[93],"Neural":[94],"Network":[95],"inspired":[96],"DLbased":[97],"Intrusion":[98],"Detection":[99],"System":[100],"(IDS)":[101],"that":[102,139],"incorporates":[103],"weight":[104],"pruning":[105,161,171],"make":[107],"model":[109,129],"compact":[111],"size":[113],"resource":[115],"consumption.Additionally,":[116],"proposed":[118,141],"leverages":[120],"feature":[121],"selection":[122],"reduce":[125],"feature-space":[127],"size.The":[128],"was":[130],"trained":[131],"on":[132],"NSL-KDD":[134],"dataset":[135],"benchmark.Experimental":[136],"show":[138],"is":[143],"effective,":[144],"being":[145],"able":[146],"classify":[148],"with":[151],"an":[152,163],"F1":[153,164],"score":[154,165],"up":[156,167],"98.9%":[158],"before":[159],"97.5%":[169],"after":[170],"90%":[172],"weights.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}