{"id":"https://openalex.org/W2626904088","doi":"https://doi.org/10.1109/ants.2016.7947781","title":"Low-cost flow-based security solutions for smart-home IoT devices","display_name":"Low-cost flow-based security solutions for smart-home IoT devices","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2626904088","doi":"https://doi.org/10.1109/ants.2016.7947781","mag":"2626904088"},"language":"en","primary_location":{"id":"doi:10.1109/ants.2016.7947781","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants.2016.7947781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www2.ee.unsw.edu.au/~vijay/pubs/conf/16ants2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070030239","display_name":"Arunan Sivanathan","orcid":"https://orcid.org/0000-0002-5596-8372"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Arunan Sivanathan","raw_affiliation_strings":["Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063034668","display_name":"Daniel Sherratt","orcid":null},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daniel Sherratt","raw_affiliation_strings":["Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030677680","display_name":"Hassan Habibi Gharakheili","orcid":"https://orcid.org/0000-0002-9333-7635"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hassan Habibi Gharakheili","raw_affiliation_strings":["Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091021682","display_name":"Vijay Sivaraman","orcid":"https://orcid.org/0000-0001-7985-6765"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vijay Sivaraman","raw_affiliation_strings":["Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024844538","display_name":"Arun Vishwanath","orcid":"https://orcid.org/0000-0002-3878-6614"},"institutions":[{"id":"https://openalex.org/I4210120068","display_name":"IBM Research - Australia","ror":"https://ror.org/027r3nx49","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210120068"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Arun Vishwanath","raw_affiliation_strings":["IBM Research, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"IBM Research, Melbourne, Australia","institution_ids":["https://openalex.org/I4210120068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070030239"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":7.6372,"has_fulltext":true,"cited_by_count":77,"citation_normalized_percentile":{"value":0.97928613,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9997000098228455,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9995999932289124,"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":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.7600909471511841},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7242648601531982},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6309749484062195},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6127145886421204},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.5132207870483398},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4245448112487793},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3351893424987793},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1378622055053711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7600909471511841},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7242648601531982},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6309749484062195},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6127145886421204},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.5132207870483398},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4245448112487793},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3351893424987793},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1378622055053711}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ants.2016.7947781","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants.2016.7947781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_42971","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_42971","pdf_url":"http://www2.ee.unsw.edu.au/~vijay/pubs/conf/16ants2.pdf","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"10th IEEE International Conference on Advanced Networks and Telecommunications Systems, Bangalore, India, 2016-11-06 - 2016-11-09","raw_type":"http://purl.org/coar/resource_type/c_5794"},{"id":"pmh:oai:unsworks.unsw.edu.au:1959.4/unsworks_42971","is_oa":true,"landing_page_url":"http://handle.unsw.edu.au/1959.4/unsworks_42971","pdf_url":null,"source":{"id":"https://openalex.org/S4377196481","display_name":"UNSWorks (UNSW Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31746571","host_organization_name":"UNSW Sydney","host_organization_lineage":["https://openalex.org/I31746571"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_42971","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_42971","pdf_url":"http://www2.ee.unsw.edu.au/~vijay/pubs/conf/16ants2.pdf","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"10th IEEE International Conference on Advanced Networks and Telecommunications Systems, Bangalore, India, 2016-11-06 - 2016-11-09","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2626904088.pdf","grobid_xml":"https://content.openalex.org/works/W2626904088.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2003797911","https://openalex.org/W2017866470","https://openalex.org/W2019682598","https://openalex.org/W2034931560","https://openalex.org/W2052009734","https://openalex.org/W2113154117","https://openalex.org/W2130630988","https://openalex.org/W2182112800","https://openalex.org/W2293605433","https://openalex.org/W2302990111","https://openalex.org/W2342932645","https://openalex.org/W2460813369","https://openalex.org/W2954740803"],"related_works":["https://openalex.org/W3111735654","https://openalex.org/W4313484954","https://openalex.org/W4205543962","https://openalex.org/W3161919951","https://openalex.org/W2946173424","https://openalex.org/W4229450444","https://openalex.org/W2948603704","https://openalex.org/W3085627100","https://openalex.org/W4360994931","https://openalex.org/W4321636133"],"abstract_inverted_index":{"The":[0],"rapid":[1],"growth":[2],"of":[3,20,36,56,113,117,131],"Internet-of-Things":[4],"(IoT)":[5],"devices,":[6,14],"such":[7],"as":[8,91],"smart-bulbs,":[9],"smoke-alarms,":[10],"webcams,":[11],"and":[12,27,41,86],"health-monitoring":[13],"is":[15],"accompanied":[16],"by":[17,62],"escalating":[18],"threats":[19],"attacks":[21,43,75],"that":[22,107],"can":[23,110],"seriously":[24],"compromise":[25],"household":[26],"personal":[28],"safety.":[29],"Recent":[30],"works":[31],"have":[32],"advocated":[33],"the":[34,88,114,129],"use":[35,87],"network-level":[37,57,134],"solutions":[38,59],"to":[39,80,93,95],"detect":[40],"prevent":[42],"on":[44,76],"smart-home":[45,133],"IoT":[46,78],"devices.":[47],"In":[48],"this":[49],"paper":[50],"we":[51],"undertake":[52],"a":[53,101],"deeper":[54],"exploration":[55],"security":[58,84,115,135],"for":[60],"IoT,":[61],"comparing":[63],"flow-based":[64,83,108],"monitoring":[65,68,109],"with":[66,73],"packet-based":[67,102,118],"approaches.":[69],"We":[70],"conduct":[71],"experiments":[72],"real":[74,77],"devices":[79],"validate":[81],"our":[82],"solution,":[85],"collected":[89],"traces":[90],"input":[92],"simulations":[94],"compare":[96],"its":[97],"processing":[98,124],"performance":[99],"against":[100],"solution.":[103],"Our":[104,126],"results":[105],"show":[106],"achieve":[111],"most":[112],"benefits":[116],"monitoring,":[119],"but":[120],"at":[121],"dramatically":[122],"reduced":[123],"costs.":[125],"study":[127],"informs":[128],"design":[130],"future":[132],"solutions.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":7}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}