{"id":"https://openalex.org/W4406416605","doi":"https://doi.org/10.1109/ic3i61595.2024.10829334","title":"Intrusion Detection Systems to avoid Cyberattack using Machine Learning","display_name":"Intrusion Detection Systems to avoid Cyberattack using Machine Learning","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4406416605","doi":"https://doi.org/10.1109/ic3i61595.2024.10829334"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i61595.2024.10829334","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10829334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5115939810","display_name":"Om Nandkumar Paithankar","orcid":null},"institutions":[{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]},{"id":"https://openalex.org/I152391192","display_name":"Madhya Pradesh Bhoj Open University","ror":"https://ror.org/02j3w7f30","country_code":"IN","type":"education","lineage":["https://openalex.org/I152391192"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Om Nandkumar Paithankar","raw_affiliation_strings":["VIT Bhopal University,School of Computing Science and Engineering,Bhopal,Madhya Pradesh,India"],"affiliations":[{"raw_affiliation_string":"VIT Bhopal University,School of Computing Science and Engineering,Bhopal,Madhya Pradesh,India","institution_ids":["https://openalex.org/I152391192","https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115939811","display_name":"Armaan Mohammed Haider","orcid":null},"institutions":[{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]},{"id":"https://openalex.org/I152391192","display_name":"Madhya Pradesh Bhoj Open University","ror":"https://ror.org/02j3w7f30","country_code":"IN","type":"education","lineage":["https://openalex.org/I152391192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Armaan Mohammed Haider","raw_affiliation_strings":["VIT Bhopal University,School of Computing Science and Engineering,Bhopal,Madhya Pradesh,India"],"affiliations":[{"raw_affiliation_string":"VIT Bhopal University,School of Computing Science and Engineering,Bhopal,Madhya Pradesh,India","institution_ids":["https://openalex.org/I152391192","https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033726429","display_name":"Preetam Suman","orcid":null},"institutions":[{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]},{"id":"https://openalex.org/I152391192","display_name":"Madhya Pradesh Bhoj Open University","ror":"https://ror.org/02j3w7f30","country_code":"IN","type":"education","lineage":["https://openalex.org/I152391192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Preetam Suman","raw_affiliation_strings":["VIT Bhopal University,School of Computing Science and Engineering,Bhopal,Madhya Pradesh,India"],"affiliations":[{"raw_affiliation_string":"VIT Bhopal University,School of Computing Science and Engineering,Bhopal,Madhya Pradesh,India","institution_ids":["https://openalex.org/I152391192","https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083987210","display_name":"Sasmita Padhy","orcid":null},"institutions":[{"id":"https://openalex.org/I152391192","display_name":"Madhya Pradesh Bhoj Open University","ror":"https://ror.org/02j3w7f30","country_code":"IN","type":"education","lineage":["https://openalex.org/I152391192"]},{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sasmita Padhy","raw_affiliation_strings":["VIT Bhopal University,School of Computing Science and Engineering,Bhopal,Madhya Pradesh,India"],"affiliations":[{"raw_affiliation_string":"VIT Bhopal University,School of Computing Science and Engineering,Bhopal,Madhya Pradesh,India","institution_ids":["https://openalex.org/I152391192","https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061784236","display_name":"Masood H. Siddiqui","orcid":"https://orcid.org/0000-0002-4049-9307"},"institutions":[{"id":"https://openalex.org/I186246823","display_name":"University of Lucknow","ror":"https://ror.org/03bdeag60","country_code":"IN","type":"education","lineage":["https://openalex.org/I186246823"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Masood H Siddiqui","raw_affiliation_strings":["University of Lucknow,Department of Statistics,Lucknow,Uttar Pradesh,India"],"affiliations":[{"raw_affiliation_string":"University of Lucknow,Department of Statistics,Lucknow,Uttar Pradesh,India","institution_ids":["https://openalex.org/I186246823"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068792506","display_name":"Sachikanta Dash","orcid":"https://orcid.org/0000-0002-0807-4624"},"institutions":[{"id":"https://openalex.org/I4210139271","display_name":"GIET University","ror":"https://ror.org/051f2wp73","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210139271"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sachikanta Dash","raw_affiliation_strings":["GIET University,Department of CSE,Gunupur,Odisha,India"],"affiliations":[{"raw_affiliation_string":"GIET University,Department of CSE,Gunupur,Odisha,India","institution_ids":["https://openalex.org/I4210139271"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5115939810"],"corresponding_institution_ids":["https://openalex.org/I152391192","https://openalex.org/I464993"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2996288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1440","last_page":"1446"},"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":0.9979000091552734,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7580666542053223},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7192932963371277},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5450168251991272},{"id":"https://openalex.org/keywords/intrusion-prevention-system","display_name":"Intrusion prevention system","score":0.4952172338962555},{"id":"https://openalex.org/keywords/ransomware","display_name":"Ransomware","score":0.43327414989471436},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.38295307755470276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7580666542053223},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7192932963371277},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5450168251991272},{"id":"https://openalex.org/C27061796","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion prevention system","level":3,"score":0.4952172338962555},{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.43327414989471436},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.38295307755470276}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i61595.2024.10829334","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10829334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W429766147","https://openalex.org/W1985987493","https://openalex.org/W2100495367","https://openalex.org/W2119821739","https://openalex.org/W2122646361","https://openalex.org/W2299467264","https://openalex.org/W2802229606","https://openalex.org/W2998216295","https://openalex.org/W3085162807","https://openalex.org/W4213009331","https://openalex.org/W4229632044","https://openalex.org/W4239963787","https://openalex.org/W4322708947","https://openalex.org/W6678914141","https://openalex.org/W6843735874","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2392603527","https://openalex.org/W2390009783","https://openalex.org/W2348767155","https://openalex.org/W2388497169","https://openalex.org/W3120393658","https://openalex.org/W4283700121","https://openalex.org/W1496376327","https://openalex.org/W2357468538","https://openalex.org/W1513478798","https://openalex.org/W4300599821"],"abstract_inverted_index":{"Machine":[0],"learning":[1,68,87],"brings":[2],"another":[3],"perspective":[4],"into":[5,22,91],"intrusion":[6,25,103],"detection":[7,26],"systems.":[8,27],"Conventional":[9],"techniques":[10],"stumble":[11],"at":[12],"the":[13,73,106,115],"pace":[14],"of":[15,63,81,109],"fast-evolving":[16],"cyber":[17,116],"threats,":[18],"so":[19],"we":[20,31],"delve":[21],"machine":[23,86],"learning-based":[24],"In":[28],"this":[29],"paper,":[30],"survey":[32],"different":[33,36],"datasets":[34],"using":[35],"models:":[37],"supervised,":[38],"unsupervised,":[39],"and":[40,49,61,66],"hybrid.":[41],"The":[42],"work":[43],"presents":[44],"feature":[45],"selection,":[46],"model":[47],"optimization,":[48],"performance":[50],"metrics.":[51],"This":[52],"paper":[53],"handles":[54],"well-known":[55],"challenges":[56],"connected":[57],"with":[58,94],"imbalanced":[59],"data":[60],"risks":[62],"overfitting.":[64],"Ensembling":[65],"deep":[67],"realize":[69],"stunning":[70],"improvements":[71],"over":[72],"traditional":[74],"approaches.":[75],"These":[76],"findings":[77],"offer":[78],"in-depth":[79],"views":[80],"practical":[82],"ways":[83],"in":[84,111],"which":[85],"can":[88],"be":[89],"integrated":[90],"network":[92],"security":[93],"a":[95],"clear":[96],"way":[97],"forward":[98],"toward":[99],"real":[100],"adaptive":[101],"resilient":[102],"detection,":[104],"underpinning":[105],"transformative":[107],"role":[108],"ML":[110],"hardening":[112],"defenses":[113],"within":[114],"domain":[117],"against":[118],"sophisticated":[119],"attacks.":[120]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
