{"id":"https://openalex.org/W4400120854","doi":"https://doi.org/10.1145/3634737.3659430","title":"POSTER: Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors","display_name":"POSTER: Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors","publication_year":2024,"publication_date":"2024-06-28","ids":{"openalex":"https://openalex.org/W4400120854","doi":"https://doi.org/10.1145/3634737.3659430"},"language":"en","primary_location":{"id":"doi:10.1145/3634737.3659430","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3634737.3659430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM Asia Conference on Computer and Communications Security","raw_type":"proceedings-article"},"type":"conference-paper","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/A5033433868","display_name":"Dinuka Sahabandu","orcid":"https://orcid.org/0000-0001-7776-7865"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dinuka Sahabandu","raw_affiliation_strings":["University of Washington, Seattle, USA"],"raw_orcid":"https://orcid.org/0000-0001-7776-7865","affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, USA","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103278144","display_name":"Xiaojun Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaojun Xu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, USA"],"raw_orcid":"https://orcid.org/0000-0003-2968-6571","affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023144708","display_name":"Arezoo Rajabi","orcid":"https://orcid.org/0000-0001-9050-0129"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arezoo Rajabi","raw_affiliation_strings":["University of Washington, Seattle, United States of America"],"raw_orcid":"https://orcid.org/0000-0001-9050-0129","affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, United States of America","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018806127","display_name":"Luyao Niu","orcid":"https://orcid.org/0000-0001-8591-5522"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luyao Niu","raw_affiliation_strings":["University of Washington, Seattle, United States of America"],"raw_orcid":"https://orcid.org/0000-0001-8591-5522","affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, United States of America","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052064870","display_name":"Bhaskar Ramasubramanian","orcid":"https://orcid.org/0000-0002-2166-7838"},"institutions":[{"id":"https://openalex.org/I52669646","display_name":"Western Washington University","ror":"https://ror.org/05wn7r715","country_code":"US","type":"education","lineage":["https://openalex.org/I52669646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhaskar Ramasubramanian","raw_affiliation_strings":["Western Washington University, Bellingham, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-2166-7838","affiliations":[{"raw_affiliation_string":"Western Washington University, Bellingham, United States of America","institution_ids":["https://openalex.org/I52669646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677409","display_name":"Bo Li","orcid":"https://orcid.org/0000-0003-4883-7267"},"institutions":[{"id":"https://openalex.org/I183874917","display_name":"Urbana University","ror":"https://ror.org/04kp3hw27","country_code":"US","type":"education","lineage":["https://openalex.org/I183874917"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["UIUC, Urbana, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-4883-7267","affiliations":[{"raw_affiliation_string":"UIUC, Urbana, United States of America","institution_ids":["https://openalex.org/I183874917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079723268","display_name":"Radha Poovendran","orcid":"https://orcid.org/0000-0003-0269-8097"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Radha Poovendran","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Washington, Seattle, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-0269-8097","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Washington, Seattle, United States of America","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1940","last_page":"1942"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":1.0,"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.989799976348877,"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"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9754999876022339,"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":0.6908062100410461},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5257497429847717},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32211604714393616},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0656711757183075}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6908062100410461},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5257497429847717},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32211604714393616},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0656711757183075}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3634737.3659430","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3634737.3659430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM Asia Conference on Computer and Communications Security","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":5,"referenced_works":["https://openalex.org/W1589208139","https://openalex.org/W2774510177","https://openalex.org/W2942091739","https://openalex.org/W2990270730","https://openalex.org/W3042368254"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2366906938","https://openalex.org/W4396696052","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Deep":[0],"Neural":[1],"Network":[2],"(DNN)":[3],"models":[4],"are":[5],"vulnerable":[6],"to":[7,37],"Trojan":[8],"attacks,":[9],"wherein":[10],"a":[11,43],"Trojaned":[12,29,48],"DNN":[13,49],"will":[14],"mispredict":[15],"trigger-embedded":[16],"inputs":[17,25,39],"as":[18,42],"malicious":[19],"targets,":[20],"while":[21],"outputs":[22,34],"for":[23,46],"clean":[24],"remain":[26],"unaffected.":[27],"Output-based":[28],"model":[30],"detectors,":[31],"which":[32],"analyze":[33],"of":[35],"DNNs":[36],"perturbed":[38],"have":[40,67],"emerged":[41],"promising":[44],"approach":[45],"identifying":[47],"models.":[50],"At":[51],"present,":[52],"these":[53],"SOTA":[54],"detectors":[55],"assume":[56],"that":[57],"the":[58],"adversary":[59],"is":[60],"(i)":[61],"static":[62],"and":[63],"(ii)":[64],"does":[65],"not":[66],"prior":[68],"knowledge":[69],"about":[70],"deployed":[71],"detection":[72],"mechanisms.":[73]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}