{"id":"https://openalex.org/W4290993993","doi":"https://doi.org/10.1109/icc45855.2022.9838876","title":"A Reinforcement Approach for Detecting P2P Botnet Communities in Dynamic Communication Graphs","display_name":"A Reinforcement Approach for Detecting P2P Botnet Communities in Dynamic Communication Graphs","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4290993993","doi":"https://doi.org/10.1109/icc45855.2022.9838876"},"language":"en","primary_location":{"id":"doi:10.1109/icc45855.2022.9838876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9838876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2022 - IEEE International Conference on Communications","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/A5015823753","display_name":"Harshvardhan P. Joshi","orcid":"https://orcid.org/0000-0003-3132-2726"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harshvardhan P. Joshi","raw_affiliation_strings":["North Carolina State University,Department of Computer Science,Raleigh,NC,USA,27695-8206"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,Department of Computer Science,Raleigh,NC,USA,27695-8206","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055485742","display_name":"Rudra Dutta","orcid":"https://orcid.org/0000-0002-7840-4182"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rudra Dutta","raw_affiliation_strings":["North Carolina State University,Department of Computer Science,Raleigh,NC,USA,27695-8206"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,Department of Computer Science,Raleigh,NC,USA,27695-8206","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":0.2696,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40050994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"76","issue":null,"first_page":"56","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9994000196456909,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9994000196456909,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.9188524484634399},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7820507287979126},{"id":"https://openalex.org/keywords/overlay-network","display_name":"Overlay network","score":0.6197311282157898},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5544542074203491},{"id":"https://openalex.org/keywords/peer-to-peer","display_name":"Peer-to-peer","score":0.46164670586586},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45474785566329956},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4156118631362915},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.23550531268119812},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17721021175384521}],"concepts":[{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.9188524484634399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7820507287979126},{"id":"https://openalex.org/C169851745","wikidata":"https://www.wikidata.org/wiki/Q1331985","display_name":"Overlay network","level":3,"score":0.6197311282157898},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5544542074203491},{"id":"https://openalex.org/C534932454","wikidata":"https://www.wikidata.org/wiki/Q161410","display_name":"Peer-to-peer","level":2,"score":0.46164670586586},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45474785566329956},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4156118631362915},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.23550531268119812},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17721021175384521}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45855.2022.9838876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9838876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2022 - IEEE International Conference on Communications","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":19,"referenced_works":["https://openalex.org/W149523093","https://openalex.org/W745973578","https://openalex.org/W1594972289","https://openalex.org/W1988074911","https://openalex.org/W2044285442","https://openalex.org/W2070746915","https://openalex.org/W2074617510","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2132202037","https://openalex.org/W2590855676","https://openalex.org/W2755326359","https://openalex.org/W2916907080","https://openalex.org/W3010403570","https://openalex.org/W3099768174","https://openalex.org/W3101263800","https://openalex.org/W3102641634","https://openalex.org/W6606098666","https://openalex.org/W6635614179"],"related_works":["https://openalex.org/W2294483539","https://openalex.org/W2378449000","https://openalex.org/W2901835651","https://openalex.org/W2119207053","https://openalex.org/W2062822216","https://openalex.org/W4388937261","https://openalex.org/W162038026","https://openalex.org/W2749656779","https://openalex.org/W1577912837","https://openalex.org/W66015074"],"abstract_inverted_index":{"Peer-to-peer":[0],"(P2P)":[1],"botnets":[2,84],"use":[3],"decentralized":[4],"command":[5],"and":[6,59,93,132],"control":[7],"networks":[8,19],"that":[9,38,129],"make":[10],"them":[11],"resilient":[12],"to":[13],"disruptions.":[14],"The":[15],"P2P":[16,61,83,112,135],"botnet":[17,62,113,136],"overlay":[18],"manifest":[20],"structures":[21,40,63],"in":[22,115,139],"mutual-contact":[23],"graphs,":[24,28,128],"also":[25,85],"called":[26],"communication":[27,57,68,117,127,141],"formed":[29],"using":[30,44],"network":[31,78],"traffic":[32,79],"information.":[33],"It":[34],"has":[35],"been":[36],"shown":[37],"these":[39],"can":[41],"be":[42],"detected":[43],"community":[45,137],"detection":[46,138],"techniques":[47],"from":[48],"graph":[49],"theory.":[50],"These":[51],"previous":[52],"works,":[53],"however,":[54],"treat":[55],"the":[56,60,75,82,106],"graphs":[58,69],"as":[64,72,89],"static.":[65],"In":[66,101],"reality,":[67],"are":[70],"dynamic":[71,116,140],"they":[73],"represent":[74],"continuously":[76],"changing":[77],"flows.":[80],"Similarly,":[81],"evolve":[86],"with":[87],"time,":[88],"new":[90],"bots":[91,95],"join":[92],"existing":[94],"leave":[96],"either":[97],"temporarily":[98],"or":[99],"permanently.":[100],"this":[102],"paper":[103],"we":[104],"address":[105],"problem":[107],"of":[108,134],"detecting":[109],"such":[110],"evolving":[111],"communities":[114],"graphs.":[118,142],"We":[119],"propose":[120],"a":[121],"reinforcement-based":[122],"approach,":[123],"suitable":[124],"for":[125],"large":[126],"improves":[130],"precision":[131],"recall":[133]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
