{"id":"https://openalex.org/W4398131541","doi":"https://doi.org/10.1145/3643833.3656123","title":"Securing Contrastive mmWave-based Human Activity Recognition against Adversarial Label Flipping","display_name":"Securing Contrastive mmWave-based Human Activity Recognition against Adversarial Label Flipping","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4398131541","doi":"https://doi.org/10.1145/3643833.3656123"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643833.3656123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5043162645","display_name":"Amit Singha","orcid":"https://orcid.org/0009-0008-7523-9143"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Singha","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055298692","display_name":"Ziqian Bi","orcid":"https://orcid.org/0000-0002-3601-0329"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziqian Bi","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455316","display_name":"Tao Li","orcid":"https://orcid.org/0000-0002-5333-0586"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Li","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377726","display_name":"Yimin Chen","orcid":"https://orcid.org/0000-0002-7452-2165"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yimin Chen","raw_affiliation_strings":["University of Massachusetts, Lowell, MA, USA"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100615703","display_name":"Yanchao Zhang","orcid":"https://orcid.org/0000-0002-0137-0922"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanchao Zhang","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":84},"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"41"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9969,"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":0.9969,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9967,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9959,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.74681795},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7123537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45238024},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39130783},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3227244}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643833.3656123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":29,"referenced_works":["https://openalex.org/W2031972300","https://openalex.org/W2107397716","https://openalex.org/W2161095801","https://openalex.org/W2548077765","https://openalex.org/W2558891025","https://openalex.org/W2594230123","https://openalex.org/W2942091739","https://openalex.org/W2963178695","https://openalex.org/W2968303571","https://openalex.org/W3006819804","https://openalex.org/W3042609801","https://openalex.org/W3043470802","https://openalex.org/W3191973200","https://openalex.org/W3192376676","https://openalex.org/W3212616108","https://openalex.org/W4281387480","https://openalex.org/W4281738330","https://openalex.org/W4288758078","https://openalex.org/W4292264160","https://openalex.org/W4306255075","https://openalex.org/W4313135270","https://openalex.org/W4315630215","https://openalex.org/W4318603230","https://openalex.org/W4322736917","https://openalex.org/W4353072227","https://openalex.org/W4385248623","https://openalex.org/W4385626275","https://openalex.org/W4386353014","https://openalex.org/W4388228562"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4246396837","https://openalex.org/W3191453585","https://openalex.org/W3126451824","https://openalex.org/W2748952813","https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W2042327336","https://openalex.org/W2033914206","https://openalex.org/W1561927205"],"abstract_inverted_index":{"Wireless":[0],"Human":[1],"Activity":[2],"Recognition":[3],"(HAR),":[4],"leveraging":[5],"their":[6],"non-intrusive":[7],"nature,":[8],"has":[9,29],"the":[10,32,41,46,57,70,81],"potential":[11],"to":[12,51,102],"revolutionize":[13],"various":[14],"sectors,":[15],"including":[16],"healthcare,":[17],"virtual":[18],"reality,":[19],"and":[20,74,83,96,114],"surveillance.":[21],"The":[22,78,94],"advent":[23],"of":[24,34,48,59,80],"millimeter":[25],"wave":[26],"(mmWave)":[27],"technology":[28],"significantly":[30],"enhanced":[31],"capabilities":[33],"wireless":[35,104],"HAR":[36,50,73,105],"systems.":[37],"This":[38],"paper":[39],"presents":[40],"first":[42],"systematic":[43],"study":[44],"on":[45,69,90],"vulnerabilities":[47],"mmWave-based":[49,72],"label":[52,66],"flipping":[53],"poisoning":[54,67],"attacks":[55,68,82,95],"in":[56,111],"context":[58],"supervised":[60],"contrastive":[61,71],"learning.":[62],"We":[63],"identify":[64],"three":[65],"propose":[75],"corresponding":[76],"countermeasures.":[77],"efficacy":[79],"also":[84],"our":[85],"countermeasures":[86,97],"are":[87],"experimentally":[88],"validated":[89],"a":[91],"prototype":[92],"system.":[93],"can":[98],"be":[99],"easily":[100],"extended":[101],"other":[103],"systems,":[106],"thereby":[107],"promoting":[108],"security":[109],"considerations":[110],"system":[112],"design":[113],"deployment.":[115]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4398131541","counts_by_year":[],"updated_date":"2024-12-14T07:07:30.268601","created_date":"2024-05-21"}