{"id":"https://openalex.org/W2951809603","doi":"https://doi.org/10.1145/3325917.3325928","title":"Network Traffic Anomaly Detection based on Viterbi Algorithm Using SNMP MIB Data","display_name":"Network Traffic Anomaly Detection based on Viterbi Algorithm Using SNMP MIB Data","publication_year":2019,"publication_date":"2019-04-06","ids":{"openalex":"https://openalex.org/W2951809603","doi":"https://doi.org/10.1145/3325917.3325928","mag":"2951809603"},"language":"en","primary_location":{"id":"doi:10.1145/3325917.3325928","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3325917.3325928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 3rd International Conference on Information System and Data Mining","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/A5067856075","display_name":"Sulaiman Alhaidari","orcid":null},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sulaiman Alhaidari","raw_affiliation_strings":["School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A","institution_ids":["https://openalex.org/I177721651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029036095","display_name":"Ali Alharbi","orcid":"https://orcid.org/0000-0003-1815-7287"},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Alharbi","raw_affiliation_strings":["School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A","institution_ids":["https://openalex.org/I177721651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050785907","display_name":"Mansour Alshaikhsaleh","orcid":null},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mansour Alshaikhsaleh","raw_affiliation_strings":["School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A","institution_ids":["https://openalex.org/I177721651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056796999","display_name":"Mohamed Zohdy","orcid":null},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Zohdy","raw_affiliation_strings":["School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A","institution_ids":["https://openalex.org/I177721651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108354510","display_name":"Debatosh Debnath","orcid":null},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Debatosh Debnath","raw_affiliation_strings":["School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Oakland University, Rochester, MI, U.S.A","institution_ids":["https://openalex.org/I177721651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067856075"],"corresponding_institution_ids":["https://openalex.org/I177721651"],"apc_list":null,"apc_paid":null,"fwci":1.061,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.79031857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"92","last_page":"97"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9994000196456909,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.8448919057846069},{"id":"https://openalex.org/keywords/viterbi-algorithm","display_name":"Viterbi algorithm","score":0.7939972877502441},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.6098829507827759},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.5789620280265808},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5656867623329163},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5277588963508606},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4455561637878418},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4424167573451996},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4159954786300659},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40958350896835327},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3892633318901062},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3891746699810028},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.34262311458587646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.288833886384964},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2616235613822937},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08895483613014221}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8448919057846069},{"id":"https://openalex.org/C60582962","wikidata":"https://www.wikidata.org/wiki/Q83886","display_name":"Viterbi algorithm","level":3,"score":0.7939972877502441},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.6098829507827759},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.5789620280265808},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5656867623329163},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5277588963508606},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4455561637878418},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4424167573451996},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4159954786300659},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40958350896835327},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3892633318901062},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3891746699810028},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.34262311458587646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.288833886384964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2616235613822937},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08895483613014221}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3325917.3325928","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3325917.3325928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 3rd International Conference on Information System and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2007531476","https://openalex.org/W2063548193","https://openalex.org/W2081747377","https://openalex.org/W2125838338","https://openalex.org/W2130507939","https://openalex.org/W2243581474","https://openalex.org/W2890893288","https://openalex.org/W3205379735","https://openalex.org/W4253554376","https://openalex.org/W6690273360"],"related_works":["https://openalex.org/W2765763546","https://openalex.org/W2086889680","https://openalex.org/W4388878085","https://openalex.org/W3153505674","https://openalex.org/W4246466849","https://openalex.org/W4388878069","https://openalex.org/W2997511728","https://openalex.org/W2525967854","https://openalex.org/W2119349310","https://openalex.org/W4312478656"],"abstract_inverted_index":{"With":[0],"the":[1,10,16,29,67,126],"growing":[2],"number":[3],"of":[4,28,48,69],"attacks":[5,24,127],"and":[6,13,22,36,63,96,105,120],"malicious":[7],"threats":[8],"on":[9,86,92,115],"Internet":[11,41],"services":[12,42],"network":[14],"infrastructures,":[15],"need":[17],"for":[18,33,89],"techniques":[19,55],"to":[20,40,99],"identify":[21],"detect":[23],"is":[25,46],"increasing.":[26],"One":[27],"most":[30],"critical":[31],"attack":[32],"cyber":[34],"security":[35,38,58],"serious":[37],"threat":[39],"in":[43,124],"recent":[44],"years":[45],"Denial":[47],"Service":[49],"(DoS).":[50],"Therefore,":[51],"using":[52,80],"machine":[53],"learning":[54],"along":[56],"traditional":[57],"mechanisms":[59],"such":[60],"as":[61],"firewall":[62],"cryptography,":[64],"can":[65],"improve":[66],"performance":[68],"intrusion":[70],"detection":[71,131],"systems":[72],"(IDSs).":[73],"This":[74],"research":[75],"paper":[76],"introduces":[77],"an":[78],"approach":[79],"Hidden":[81],"Markov":[82],"Model":[83],"(HMM)":[84],"based":[85,114],"Viterbi":[87,116],"algorithm":[88,117],"detecting":[90,125],"anomalies":[91],"SNMP":[93],"MIB":[94],"dataset,":[95],"compares":[97],"it":[98],"two":[100],"classification":[101],"algorithms:":[102],"Adaboost":[103],"M1":[104],"Naive":[106],"Bayes":[107],"algorithm.":[108],"The":[109],"obtained":[110],"results":[111,123],"show":[112],"HMM":[113],"found":[118],"effective":[119],"achieved":[121],"great":[122],"with":[128],"a":[129],"high":[130],"rate.":[132]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}