{"id":"https://openalex.org/W3011003588","doi":"https://doi.org/10.1109/comsnets48256.2020.9027422","title":"A Lightweight Intrusion Detection System using Benford's Law and Network Flow Size Difference","display_name":"A Lightweight Intrusion Detection System using Benford's Law and Network Flow Size Difference","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011003588","doi":"https://doi.org/10.1109/comsnets48256.2020.9027422","mag":"3011003588"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets48256.2020.9027422","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets48256.2020.9027422","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on COMmunication Systems &amp; NETworkS (COMSNETS)","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/A5026959916","display_name":"Kamalakanta Sethi","orcid":"https://orcid.org/0000-0003-4986-243X"},"institutions":[{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kamalakanta Sethi","raw_affiliation_strings":["Indian Institute of Technology, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Bhubaneswar, India","institution_ids":["https://openalex.org/I99729588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077585432","display_name":"Rahul Kumar","orcid":"https://orcid.org/0000-0001-6183-5982"},"institutions":[{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Kumar","raw_affiliation_strings":["Indian Institute of Technology, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Bhubaneswar, India","institution_ids":["https://openalex.org/I99729588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034593444","display_name":"Nishant Prajapati","orcid":"https://orcid.org/0000-0001-7963-8848"},"institutions":[{"id":"https://openalex.org/I16292982","display_name":"National Institute of Technology Rourkela","ror":"https://ror.org/011gmn932","country_code":"IN","type":"education","lineage":["https://openalex.org/I16292982"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nishant Prajapati","raw_affiliation_strings":["National Institute of Technology, Rourkela, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Rourkela, India","institution_ids":["https://openalex.org/I16292982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071220202","display_name":"Padmalochan Bera","orcid":"https://orcid.org/0000-0002-0044-7051"},"institutions":[{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Padmalochan Bera","raw_affiliation_strings":["Indian Institute of Technology, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Bhubaneswar, India","institution_ids":["https://openalex.org/I99729588"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1806,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73756432,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13720","display_name":"Benford\u2019s Law and Fraud Detection","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13720","display_name":"Benford\u2019s Law and Fraud Detection","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9937000274658203,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.796587347984314},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7365153431892395},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5895907878875732},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4426670968532562},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4331851601600647},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.424263596534729}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.796587347984314},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7365153431892395},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5895907878875732},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4426670968532562},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4331851601600647},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.424263596534729},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets48256.2020.9027422","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets48256.2020.9027422","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on COMmunication Systems &amp; NETworkS (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1540842976","https://openalex.org/W1835421862","https://openalex.org/W1980147927","https://openalex.org/W1987394318","https://openalex.org/W2010973140","https://openalex.org/W2056787146","https://openalex.org/W2114952587","https://openalex.org/W2122646361","https://openalex.org/W2155915275","https://openalex.org/W2249904420","https://openalex.org/W2342408547","https://openalex.org/W2744338514"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W2086519370","https://openalex.org/W2087343574"],"abstract_inverted_index":{"In":[0,104],"today's":[1],"world,":[2],"the":[3,22,79,117],"integration":[4],"of":[5,24,32,87,94,119],"various":[6],"computing":[7,63],"devices":[8],"and":[9,38,57,74,91,99,126],"embedded":[10],"systems":[11,114],"is":[12,18,53],"creating":[13],"a":[14,30,66,109,135],"giant":[15],"network":[16,122],"that":[17,139],"popularly":[19],"termed":[20],"as":[21],"internet":[23],"things":[25],"(IoT).":[26],"Although,":[27],"IoT":[28,80],"has":[29],"lot":[31],"business":[33],"opportunities,":[34],"but":[35],"its":[36,85],"open":[37],"distributed":[39],"nature":[40],"makes":[41],"it":[42],"vulnerable":[43],"to":[44,84],"many":[45],"cyber":[46],"attacks.":[47],"An":[48],"intrusion":[49],"detection":[50],"system":[51,64,81],"(IDS)":[52],"responsible":[54],"for":[55,76,112],"monitoring":[56],"detecting":[58],"malicious":[59],"activities":[60],"in":[61,78,101],"any":[62],"or":[65],"network.":[67],"However,":[68],"traditional":[69],"IDS":[70,111],"methods":[71],"require":[72],"modification":[73],"enhancement":[75],"implementation":[77],"largely":[82],"due":[83],"usage":[86],"specific":[88],"protocols":[89],"stack":[90],"limited":[92],"availability":[93],"computational":[95],"resources,":[96],"memory":[97],"space,":[98],"power":[100],"these":[102],"devices.":[103],"this":[105],"paper,":[106],"we":[107],"propose":[108],"lightweight":[110],"resource-constraint":[113],"by":[115],"using":[116,134],"concept":[118],"Benford's":[120],"law,":[121],"flow":[123],"size":[124],"difference,":[125],"linear":[127],"regression.":[128],"We":[129],"have":[130],"done":[131],"extensive":[132],"experimentation":[133],"benchmark":[136],"NSL-KDD":[137],"dataset":[138],"shows":[140],"very":[141],"positive":[142],"results.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
