{"id":"https://openalex.org/W2941141808","doi":"https://doi.org/10.1109/iintec.2018.8695303","title":"HADS: Hybrid Anomaly Detection System for IoT Environments","display_name":"HADS: Hybrid Anomaly Detection System for IoT Environments","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2941141808","doi":"https://doi.org/10.1109/iintec.2018.8695303","mag":"2941141808"},"language":"en","primary_location":{"id":"doi:10.1109/iintec.2018.8695303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iintec.2018.8695303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC)","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/A5009920705","display_name":"Parth Bhatt","orcid":"https://orcid.org/0000-0003-0619-3520"},"institutions":[{"id":"https://openalex.org/I4210161640","display_name":"Samsung (Brazil)","ror":"https://ror.org/052a20h63","country_code":"BR","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210161640"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Parth Bhatt","raw_affiliation_strings":["Security R&D Department, Samsung Research Brazil"],"affiliations":[{"raw_affiliation_string":"Security R&D Department, Samsung Research Brazil","institution_ids":["https://openalex.org/I4210161640"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102864606","display_name":"Anderson Morais","orcid":"https://orcid.org/0000-0001-5277-0566"},"institutions":[{"id":"https://openalex.org/I4210161640","display_name":"Samsung (Brazil)","ror":"https://ror.org/052a20h63","country_code":"BR","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210161640"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anderson Morais","raw_affiliation_strings":["Security R&D Department, Samsung Research Brazil"],"affiliations":[{"raw_affiliation_string":"Security R&D Department, Samsung Research Brazil","institution_ids":["https://openalex.org/I4210161640"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009920705"],"corresponding_institution_ids":["https://openalex.org/I4210161640"],"apc_list":null,"apc_paid":null,"fwci":2.9525,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.92121847,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"191","last_page":"196"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.8013620376586914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7840774059295654},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.74652099609375},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5782795548439026},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.48344478011131287},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3872630000114441},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19691726565361023}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.8013620376586914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7840774059295654},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.74652099609375},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5782795548439026},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48344478011131287},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3872630000114441},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19691726565361023},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iintec.2018.8695303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iintec.2018.8695303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1966809779","https://openalex.org/W2121035740","https://openalex.org/W2144208713","https://openalex.org/W2148820581","https://openalex.org/W2296719434","https://openalex.org/W2574448563","https://openalex.org/W2590373591","https://openalex.org/W2754804809","https://openalex.org/W2797742547","https://openalex.org/W2802332943","https://openalex.org/W2811499839","https://openalex.org/W3105750153","https://openalex.org/W6681894326","https://openalex.org/W6744392808","https://openalex.org/W6751439020"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660"],"abstract_inverted_index":{"IoT":[0,26,75,95,124],"(Internet":[1],"of":[2,25,70,132],"Things)":[3],"devices":[4,27,35,96,125],"are":[5],"rapidly":[6],"becoming":[7],"popular":[8],"in":[9,19,28,103,110],"residential":[10],"environments,":[11],"but":[12],"security":[13],"is":[14,79],"still":[15],"a":[16,37,64,82,104],"big":[17],"concern":[18],"this":[20,43,47],"ecosystem.":[21],"The":[22,77,107],"fast":[23],"growth":[24],"homes":[29],"and":[30,63,85,92,101,134],"new":[31],"attacks":[32,73,91,129],"targeting":[33],"these":[34],"require":[36],"smart":[38],"detection":[39,53,135],"solution":[40],"to":[41,97,122],"protect":[42,123],"heterogeneous":[44],"environment.":[45],"In":[46],"paper,":[48],"we":[49],"present":[50],"an":[51],"attack":[52],"approach":[54,78,118],"based":[55],"on":[56,74,81],"machine":[57],"learning":[58],"techniques":[59],"for":[60],"anomaly":[61],"detection,":[62],"decision":[65],"module,":[66],"with":[67,130],"the":[68,111,127],"goal":[69],"identifying":[71],"relevant":[72],"network.":[76],"implemented":[80],"single-board":[83],"computer":[84],"systematically":[86],"evaluated":[87],"using":[88],"various":[89],"protocol":[90],"commercial":[93],"off-the-shelf":[94],"verify":[98],"its":[99],"effectiveness":[100],"feasibility":[102],"realistic":[105],"scenario.":[106],"results":[108],"obtained":[109],"experimental":[112],"evaluation":[113],"indicate":[114],"that":[115],"our":[116],"proposed":[117],"can":[119],"be":[120],"applied":[121],"against":[126],"considered":[128],"accuracy":[131],"94%-99%":[133],"time":[136],"less":[137],"than":[138],"0.7s.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
