{"id":"https://openalex.org/W3012149458","doi":"https://doi.org/10.1109/ccwc47524.2020.9031162","title":"Connected Home Automated Security Monitor (CHASM): Protecting IoT Through Application of Machine Learning","display_name":"Connected Home Automated Security Monitor (CHASM): Protecting IoT Through Application of Machine Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3012149458","doi":"https://doi.org/10.1109/ccwc47524.2020.9031162","mag":"3012149458"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc47524.2020.9031162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc47524.2020.9031162","pdf_url":null,"source":{"id":"https://openalex.org/S4306498584","display_name":"2020 10th Annual Computing and Communication Workshop and Conference (CCWC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 10th Annual Computing and Communication Workshop and Conference (CCWC)","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/A5005855267","display_name":"Jeffrey S. Chavis","orcid":null},"institutions":[{"id":"https://openalex.org/I2802946424","display_name":"Johns Hopkins University Applied Physics Laboratory","ror":"https://ror.org/029pp9z10","country_code":"US","type":"facility","lineage":["https://openalex.org/I145311948","https://openalex.org/I2802946424"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey S. Chavis","raw_affiliation_strings":["Asymmetric Operations Sector, The Johns Hopkins University, Applied Physics Laboratory, Laurel, MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asymmetric Operations Sector, The Johns Hopkins University, Applied Physics Laboratory, Laurel, MD","institution_ids":["https://openalex.org/I2802946424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036462876","display_name":"Anna L. Buczak","orcid":"https://orcid.org/0000-0002-4468-7719"},"institutions":[{"id":"https://openalex.org/I2802946424","display_name":"Johns Hopkins University Applied Physics Laboratory","ror":"https://ror.org/029pp9z10","country_code":"US","type":"facility","lineage":["https://openalex.org/I145311948","https://openalex.org/I2802946424"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Buczak","raw_affiliation_strings":["Air and Missile Defense Sector, The Johns Hopkins University, Applied Physics Laboratory, Laurel, MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air and Missile Defense Sector, The Johns Hopkins University, Applied Physics Laboratory, Laurel, MD","institution_ids":["https://openalex.org/I2802946424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111499449","display_name":"Aviel D. Rubin","orcid":"https://orcid.org/0000-0002-1061-8555"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aviel Rubin","raw_affiliation_strings":["Department of Computer Science, The Johns Hopkins University, Whiting School of Engineering, Baltimore, MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The Johns Hopkins University, Whiting School of Engineering, Baltimore, MD","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035321347","display_name":"Lanier Watkins","orcid":"https://orcid.org/0000-0002-3322-1833"},"institutions":[{"id":"https://openalex.org/I2802946424","display_name":"Johns Hopkins University Applied Physics Laboratory","ror":"https://ror.org/029pp9z10","country_code":"US","type":"facility","lineage":["https://openalex.org/I145311948","https://openalex.org/I2802946424"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lanier A. Watkins","raw_affiliation_strings":["Asymmetric Operations Sector, The Johns Hopkins University, Applied Physics Laboratory, Laurel, MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asymmetric Operations Sector, The Johns Hopkins University, Applied Physics Laboratory, Laurel, MD","institution_ids":["https://openalex.org/I2802946424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3886,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78123527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"0684","last_page":"0690"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12801","display_name":"Bluetooth and Wireless Communication Technologies","score":0.9939000010490417,"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/T12801","display_name":"Bluetooth and Wireless Communication Technologies","score":0.9939000010490417,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.991599977016449,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.7486801147460938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6642172932624817},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5174868106842041},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5124066472053528},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3829503655433655},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34379833936691284}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7486801147460938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6642172932624817},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5174868106842041},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5124066472053528},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3829503655433655},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34379833936691284}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccwc47524.2020.9031162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc47524.2020.9031162","pdf_url":null,"source":{"id":"https://openalex.org/S4306498584","display_name":"2020 10th Annual Computing and Communication Workshop and Conference (CCWC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 10th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1971673042","https://openalex.org/W2326113404","https://openalex.org/W2336089435","https://openalex.org/W2517975492","https://openalex.org/W2574448563","https://openalex.org/W2604947894","https://openalex.org/W2611867521","https://openalex.org/W2735618023","https://openalex.org/W2738059026","https://openalex.org/W2740252643","https://openalex.org/W2768718335","https://openalex.org/W2796752442","https://openalex.org/W2890559797","https://openalex.org/W2912944782","https://openalex.org/W2922333605","https://openalex.org/W6732005117"],"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/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4285201139"],"abstract_inverted_index":{"The":[0,37],"Internet":[1],"of":[2,87,101],"Things":[3],"(IoT)":[4],"will":[5],"dramatically":[6],"transform":[7],"the":[8,24,49,61,69,74,88],"home":[9,34],"experience,":[10],"but":[11],"it":[12],"presents":[13],"significant":[14],"security":[15,58],"risks.":[16],"We":[17],"propose":[18],"a":[19,28],"system":[20,38],"that":[21],"helps":[22,39],"reduce":[23],"cognitive":[25],"load":[26],"on":[27],"user":[29,50],"in":[30,60,79],"keeping":[31],"their":[32],"smart":[33],"network":[35],"protected.":[36],"prevent":[40],"IoT":[41,80,83],"devices":[42],"from":[43],"becoming":[44],"invisible":[45],"or":[46],"forgotten":[47],"by":[48],"and":[51,82,90],"provides":[52],"semi-autonomous":[53],"capability":[54],"to":[55,95,104],"address":[56],"key":[57],"concerns":[59],"connected":[62],"home.":[63],"In":[64],"this":[65,106],"paper,":[66],"we":[67],"describe":[68],"problem,":[70],"explain":[71],"specifications":[72],"for":[73],"system,":[75,89],"present":[76],"our":[77,96],"work":[78],"discovery":[81],"device":[84],"classification":[85],"portions":[86],"show":[91],"initial":[92],"results":[93],"related":[94],"efforts":[97],"exploring":[98],"novel":[99],"application":[100],"machine":[102],"learning":[103],"build":[105],"capability.":[107]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
