{"id":"https://openalex.org/W2974446506","doi":"https://doi.org/10.1145/3348445.3348474","title":"Towards a rooted subgraph classifier for IoT botnet detection","display_name":"Towards a rooted subgraph classifier for IoT botnet detection","publication_year":2019,"publication_date":"2019-07-27","ids":{"openalex":"https://openalex.org/W2974446506","doi":"https://doi.org/10.1145/3348445.3348474","mag":"2974446506"},"language":"en","primary_location":{"id":"doi:10.1145/3348445.3348474","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3348445.3348474","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 7th International Conference on Computer and Communications Management","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/A5039570450","display_name":"Huy\u2010Trung Nguyen","orcid":"https://orcid.org/0000-0002-2710-5326"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]},{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"funder","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Huy-Trung Nguyen","raw_affiliation_strings":["Graduate University of Science and Technology, VAST, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Graduate University of Science and Technology, VAST, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387","https://openalex.org/I70349855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067690719","display_name":"Doan-Hieu Nguyen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Doan-Hieu Nguyen","raw_affiliation_strings":["People's Security Academy Vietnam, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"People's Security Academy Vietnam, Hanoi, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062284906","display_name":"Quoc-Dung Ngo","orcid":"https://orcid.org/0000-0002-4133-3499"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]},{"id":"https://openalex.org/I4210150999","display_name":"Research Institute of Posts and Telecommunications","ror":"https://ror.org/04j808v60","country_code":"SK","type":"nonprofit","lineage":["https://openalex.org/I4210150999"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Quoc-Dung Ngo","raw_affiliation_strings":["Posts and Telecommunications Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Posts and Telecommunications Institute of Technology","institution_ids":["https://openalex.org/I4210150999","https://openalex.org/I4400600977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077285000","display_name":"Vu-Hai Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150999","display_name":"Research Institute of Posts and Telecommunications","ror":"https://ror.org/04j808v60","country_code":"SK","type":"nonprofit","lineage":["https://openalex.org/I4210150999"]},{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Vu-Hai Tran","raw_affiliation_strings":["Posts and Telecommunications Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Posts and Telecommunications Institute of Technology","institution_ids":["https://openalex.org/I4210150999","https://openalex.org/I4400600977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046352244","display_name":"Van-Hoang Le","orcid":"https://orcid.org/0000-0002-7651-9154"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Van-Hoang Le","raw_affiliation_strings":["AIS jsc"],"affiliations":[{"raw_affiliation_string":"AIS jsc","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039570450"],"corresponding_institution_ids":["https://openalex.org/I70349855","https://openalex.org/I94518387"],"apc_list":null,"apc_paid":null,"fwci":0.8842,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.77028372,"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":"247","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9984999895095825,"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/botnet","display_name":"Botnet","score":0.9648926258087158},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.852228045463562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7988293766975403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7352155447006226},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.680623471736908},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6580085754394531},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5269080996513367},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5258587002754211},{"id":"https://openalex.org/keywords/router","display_name":"Router","score":0.4898333251476288},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.4544532597064972},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.38584935665130615},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2530163526535034},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17677929997444153},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14433884620666504}],"concepts":[{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.9648926258087158},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.852228045463562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7988293766975403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7352155447006226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.680623471736908},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6580085754394531},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5269080996513367},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5258587002754211},{"id":"https://openalex.org/C2775896111","wikidata":"https://www.wikidata.org/wiki/Q642560","display_name":"Router","level":2,"score":0.4898333251476288},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.4544532597064972},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.38584935665130615},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2530163526535034},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17677929997444153},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14433884620666504}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3348445.3348474","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3348445.3348474","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 7th International Conference on Computer and Communications Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1893133781","https://openalex.org/W2468480579","https://openalex.org/W2566554735","https://openalex.org/W2594353089","https://openalex.org/W2613920221","https://openalex.org/W2634414028","https://openalex.org/W2745390745","https://openalex.org/W2765921396","https://openalex.org/W2771955065","https://openalex.org/W2792450155","https://openalex.org/W2799943651","https://openalex.org/W2887921593","https://openalex.org/W2902209387","https://openalex.org/W2914511918"],"related_works":["https://openalex.org/W2294483539","https://openalex.org/W2378449000","https://openalex.org/W2938399969","https://openalex.org/W3187581118","https://openalex.org/W3143747655","https://openalex.org/W2002178493","https://openalex.org/W2929621094","https://openalex.org/W1996006176","https://openalex.org/W4285325964","https://openalex.org/W3214491504"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,37,45,59,118],"Things":[3],"(IoT)":[4],"devices":[5,18],"provide":[6],"various":[7,109],"benefits":[8],"for":[9,55,97,108],"our":[10],"modern":[11],"life.":[12],"However,":[13,61],"in":[14,75],"recent":[15],"years,":[16],"commercial-off-the-shelf":[17],"such":[19],"as":[20],"IP-Camera,":[21],"Router,":[22],"Smart-TV,":[23],"etc.":[24],"are":[25],"being":[26],"targeted":[27],"more":[28,30],"and":[29,52,64,72,87,121],"by":[31],"IoT":[32,38,100],"Botnet.":[33],"Therefore,":[34,74],"the":[35,46,56],"detection":[36,58],"botnet":[39,101],"malware":[40],"is":[41,105],"essential.":[42],"Recently,":[43],"some":[44],"studies":[47],"have":[48,68,79],"used":[49],"machine":[50,62,88,111],"learning":[51,54,63,66,86,89,112],"deep":[53,65,85],"automatic":[57],"malware.":[60,102],"also":[67],"their":[69],"own":[70],"advantages":[71],"disadvantages.":[73],"this":[76],"paper,":[77],"we":[78],"proposed":[80],"a":[81,92],"method":[82],"that":[83,114],"combine":[84],"to":[90],"generate":[91],"novel":[93],"feature-based":[94],"PSI-Rooted":[95],"sub-graph":[96],"detecting":[98],"cross-architecture":[99],"This":[103],"feature":[104],"robust":[106],"enough":[107],"common":[110],"classifiers":[113],"achieved":[115],"an":[116],"accuracy":[117],"about":[119,123],"97%":[120],"F-score":[122],"98%.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
