{"id":"https://openalex.org/W4404034664","doi":"https://doi.org/10.1145/3666025.3699401","title":"Demo: Invisible Adversarial Stripes against Traffic Sign Recognition in Autonomous Driving","display_name":"Demo: Invisible Adversarial Stripes against Traffic Sign Recognition in Autonomous Driving","publication_year":2024,"publication_date":"2024-11-04","ids":{"openalex":"https://openalex.org/W4404034664","doi":"https://doi.org/10.1145/3666025.3699401"},"language":"en","primary_location":{"id":"doi:10.1145/3666025.3699401","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3666025.3699401","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3666025.3699401","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3666025.3699401","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035179015","display_name":"Dongfang Guo","orcid":"https://orcid.org/0000-0002-7464-0823"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dongfang Guo","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7464-0823","affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101895159","display_name":"Yuting Wu","orcid":"https://orcid.org/0009-0007-1510-6464"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuting Wu","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0009-0007-1510-6464","affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090494640","display_name":"Yimin Dai","orcid":"https://orcid.org/0009-0007-1049-3987"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yimin Dai","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0009-0007-1049-3987","affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025111079","display_name":"Pengfei Zhou","orcid":"https://orcid.org/0000-0003-1836-1122"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pengfei Zhou","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, US"],"raw_orcid":"https://orcid.org/0000-0003-1836-1122","affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, US","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101834276","display_name":"Xin Lou","orcid":"https://orcid.org/0000-0001-8910-5666"},"institutions":[{"id":"https://openalex.org/I168639165","display_name":"Singapore Institute of Technology","ror":"https://ror.org/01v2c2791","country_code":"SG","type":"education","lineage":["https://openalex.org/I168639165"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xin Lou","raw_affiliation_strings":["Singapore Institute of Technology, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-8910-5666","affiliations":[{"raw_affiliation_string":"Singapore Institute of Technology, Singapore, Singapore","institution_ids":["https://openalex.org/I168639165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040651615","display_name":"Rui Tan","orcid":"https://orcid.org/0000-0001-8441-9973"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rui Tan","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-8441-9973","affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"847","last_page":"848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.998199999332428,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/adversarial-system","display_name":"Adversarial system","score":0.717785656452179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6645405292510986},{"id":"https://openalex.org/keywords/traffic-sign-recognition","display_name":"Traffic sign recognition","score":0.6058343648910522},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.5829819440841675},{"id":"https://openalex.org/keywords/traffic-sign","display_name":"Traffic sign","score":0.5241425633430481},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4698563814163208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4529380798339844},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37353143095970154},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32536670565605164},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07595247030258179}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.717785656452179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6645405292510986},{"id":"https://openalex.org/C6528762","wikidata":"https://www.wikidata.org/wiki/Q1574298","display_name":"Traffic sign recognition","level":4,"score":0.6058343648910522},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.5829819440841675},{"id":"https://openalex.org/C2983860417","wikidata":"https://www.wikidata.org/wiki/Q170285","display_name":"Traffic sign","level":3,"score":0.5241425633430481},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4698563814163208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4529380798339844},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37353143095970154},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32536670565605164},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07595247030258179},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3666025.3699401","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3666025.3699401","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3666025.3699401","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/27609465","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Demo_Invisible_Adversarial_Stripes_against_Traffic_Sign_Recognition_in_Autonomous_Driving/27609465","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"doi:10.1145/3666025.3699401","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3666025.3699401","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3666025.3699401","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404034664.pdf","grobid_xml":"https://content.openalex.org/works/W4404034664.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W4200396694","https://openalex.org/W4287587882","https://openalex.org/W4399323761"],"related_works":["https://openalex.org/W4382897155","https://openalex.org/W4283820116","https://openalex.org/W4379231512","https://openalex.org/W4378699879","https://openalex.org/W3128164723","https://openalex.org/W4286647459","https://openalex.org/W2899819381","https://openalex.org/W2557202782","https://openalex.org/W3215426395","https://openalex.org/W4382176313"],"abstract_inverted_index":{"Camera-based":[0],"computer":[1],"vision":[2],"is":[3],"crucial":[4],"for":[5,81],"autonomous":[6],"vehicle":[7,94],"perception.":[8],"We":[9],"demonstrate":[10],"GhostStripe":[11,46,73],"[5],":[12],"an":[13],"attack":[14,44],"system":[15],"that":[16,31],"uses":[17],"light-emitting":[18],"diodes":[19],"and":[20,62],"exploits":[21],"the":[22,48,51,58,63,66,92,96],"camera's":[23,59],"rolling":[24],"shutter":[25],"effect":[26],"to":[27,34,56,83,87],"generate":[28],"adversarial":[29],"stripes":[30],"are":[32],"invisible":[33],"humans":[35],"while":[36],"misleading":[37],"traffic":[38,77],"sign":[39,78],"recognition.":[40],"To":[41],"maintain":[42],"stable":[43],"effectiveness,":[45],"controls":[47],"timing":[49],"of":[50,65,85],"modulated":[52],"light":[53],"emission,":[54],"adapting":[55],"both":[57],"framing":[60],"operation":[61],"movement":[64],"victim":[67,93],"vehicle.":[68],"Evaluated":[69],"on":[70],"real":[71],"testbeds,":[72],"can":[74],"stably":[75],"spoof":[76],"recognition":[79],"results":[80],"up":[82],"97%":[84],"frames":[86],"a":[88],"wrong":[89],"class":[90],"when":[91],"passes":[95],"road":[97],"section.":[98]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}