{"id":"https://openalex.org/W1985524396","doi":"https://doi.org/10.1109/icmcs.2012.6320182","title":"An intelligent approach for Intrusion Detection based on data mining techniques","display_name":"An intelligent approach for Intrusion Detection based on data mining techniques","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W1985524396","doi":"https://doi.org/10.1109/icmcs.2012.6320182","mag":"1985524396"},"language":"en","primary_location":{"id":"doi:10.1109/icmcs.2012.6320182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","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/A5056965749","display_name":"Mohd Junedul Haque","orcid":"https://orcid.org/0000-0003-2189-2493"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Mohd. Junedul Haque","raw_affiliation_strings":["College of Computers and Information Technology, Taif University, Saudi Arabia","College of Computers and Info. Tech., Taif University, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computers and Information Technology, Taif University, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"College of Computers and Info. Tech., Taif University, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022279259","display_name":"Khalid.W. Magld","orcid":null},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Khalid.W. Magld","raw_affiliation_strings":["College of Computing and Information Technology, King Abdulaziz University, Saudi Arabia","College of Computing and Info. Tech., King Abdulaziz University, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computing and Information Technology, King Abdulaziz University, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"College of Computing and Info. Tech., King Abdulaziz University, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049321641","display_name":"Nisar Hundewale","orcid":"https://orcid.org/0000-0001-9751-4304"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nisar Hundewale","raw_affiliation_strings":["College of Computers and Information Technology, Taif University, Saudi Arabia","College of Computers and Info. Tech., Taif University, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computers and Information Technology, Taif University, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"College of Computers and Info. Tech., Taif University, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056965749"],"corresponding_institution_ids":["https://openalex.org/I179331831"],"apc_list":null,"apc_paid":null,"fwci":3.1914,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.91935727,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"12","last_page":"16"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9952999949455261,"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/intrusion-detection-system","display_name":"Intrusion detection system","score":0.8675668239593506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7863451242446899},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.709780752658844},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6029509902000427},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5852946639060974},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.5678301453590393},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.5267500281333923},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.514262855052948},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4902963936328888},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.4892418384552002},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42275270819664},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35256829857826233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23341801762580872},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1489035189151764}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8675668239593506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7863451242446899},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.709780752658844},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6029509902000427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5852946639060974},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.5678301453590393},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.5267500281333923},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.514262855052948},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4902963936328888},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.4892418384552002},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42275270819664},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35256829857826233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23341801762580872},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1489035189151764},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmcs.2012.6320182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","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":24,"referenced_works":["https://openalex.org/W63951635","https://openalex.org/W91862604","https://openalex.org/W1490171656","https://openalex.org/W1517113043","https://openalex.org/W1538846415","https://openalex.org/W1560576340","https://openalex.org/W1583975142","https://openalex.org/W1884606608","https://openalex.org/W1941427975","https://openalex.org/W2077659118","https://openalex.org/W2129860818","https://openalex.org/W2130087897","https://openalex.org/W2141992351","https://openalex.org/W2153157120","https://openalex.org/W2178632706","https://openalex.org/W2373897928","https://openalex.org/W2378386396","https://openalex.org/W2386147036","https://openalex.org/W3136767761","https://openalex.org/W6602615279","https://openalex.org/W6603716672","https://openalex.org/W6629109040","https://openalex.org/W6632119555","https://openalex.org/W6634829514"],"related_works":["https://openalex.org/W2337148208","https://openalex.org/W3004832009","https://openalex.org/W3036013726","https://openalex.org/W1971929717","https://openalex.org/W2061466315","https://openalex.org/W2355532322","https://openalex.org/W2368329025","https://openalex.org/W3157271777","https://openalex.org/W2534684341","https://openalex.org/W1485296229"],"abstract_inverted_index":{"Intrusion":[0,10,72],"Detection":[1,73],"system":[2,24,29],"is":[3,13,59,76,100],"an":[4],"active":[5],"and":[6,92,106,122],"driving":[7],"secure":[8],"technology.":[9],"detection":[11,63,104],"(ID)":[12],"the":[14,18,28,41,48,103,108,120,128],"process":[15],"of":[16,34,51,56,71,81,97,130],"examining":[17],"events":[19],"occurring":[20],"in":[21],"a":[22,52,116],"computer":[23],"or":[25,30,45],"network.":[26,53],"Analyzing":[27],"network":[31],"for":[32],"signs":[33],"intrusions,":[35],"defined":[36],"as":[37],"attempts":[38],"to":[39,46,77,101],"compromise":[40],"confidentiality,":[42],"integrity,":[43],"availability,":[44],"bypass":[47],"security":[49],"mechanisms":[50],"The":[54,68,83,95],"focus":[55],"this":[57],"paper":[58],"mainly":[60],"on":[61,65],"intrusion":[62,121],"based":[64],"data":[66,98],"mining.":[67],"main":[69],"part":[70],"Systems":[74],"(IDSs)":[75],"produce":[78],"huge":[79],"volumes":[80],"alarms.":[82,94],"interesting":[84],"alarms":[85],"are":[86],"always":[87],"mixed":[88],"with":[89],"unwanted,":[90],"non-interesting":[91],"duplicate":[93],"aim":[96],"mining":[99],"improve":[102],"rate":[105],"decrease":[107],"false":[109],"alarm":[110],"rate.":[111],"So,":[112],"here":[113],"we":[114],"proposed":[115],"framework":[117],"which":[118],"detect":[119],"after":[123],"that,":[124],"it":[125],"will":[126],"show":[127],"improvement":[129],"k-means":[131],"clustering":[132],"algorithm.":[133]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}