{"id":"https://openalex.org/W7204440724","doi":"https://doi.org/10.1007/978-3-032-37174-4_2","title":"Capacity Overflow: A Blind Spot for Backdoor Attacks in Vision MoE","display_name":"Capacity Overflow: A Blind Spot for Backdoor Attacks in Vision MoE","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7204440724","doi":"https://doi.org/10.1007/978-3-032-37174-4_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-37174-4_2","doi":"https://doi.org/10.1007/978-3-032-37174-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-37174-4_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7213534058","display_name":"Computer Vision \u2013 ECCV 2026"},"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2608.25371","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5148430094","display_name":"Xiaocheng Zou","orcid":"https://orcid.org/0009-0006-4473-6572","observed_orcids":["https://orcid.org/0009-0006-4473-6572"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaocheng Zou","raw_affiliation_strings":["Northeastern University, Boston, MA, 02115, USA"],"raw_orcid":"https://orcid.org/0009-0006-4473-6572","affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, 02115, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134144485","display_name":"Tiancheng Zheng","orcid":"https://orcid.org/0009-0007-2101-3707","observed_orcids":["https://orcid.org/0009-0007-2101-3707"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tiancheng Zheng","raw_affiliation_strings":["Northeastern University, Boston, MA, 02115, USA"],"raw_orcid":"https://orcid.org/0009-0007-2101-3707","affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, 02115, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148435249","display_name":"Xiaolin Xu","orcid":"https://orcid.org/0000-0001-8393-2783","observed_orcids":["https://orcid.org/0000-0001-8393-2783"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaolin Xu","raw_affiliation_strings":["Northeastern University, Boston, MA, 02115, USA"],"raw_orcid":"https://orcid.org/0000-0001-8393-2783","affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, 02115, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5148460465","display_name":"Ruyi Ding","orcid":"https://orcid.org/0000-0002-0079-8265","observed_orcids":["https://orcid.org/0000-0002-0079-8265"]},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ruyi Ding","raw_affiliation_strings":["Louisiana State University, Baton Rouge, LA, 70802, USA"],"raw_orcid":"https://orcid.org/0000-0002-0079-8265","affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, LA, 70802, USA","institution_ids":["https://openalex.org/I121820613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5148460465"],"corresponding_institution_ids":["https://openalex.org/I121820613"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56055013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9994999766349792,"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":0.9994999766349792,"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/T11424","display_name":"Security and Verification in Computing","score":9.999999747378752e-05,"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/T12357","display_name":"Digital Media Forensic Detection","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/backdoor-attacks","display_name":"backdoor attacks","score":0.9160000085830688},{"id":"https://openalex.org/keywords/mixture-of-experts","display_name":"mixture of experts","score":0.8550000190734863},{"id":"https://openalex.org/keywords/vision-transformer","display_name":"vision transformer","score":0.8769999742507935},{"id":"https://openalex.org/keywords/supply-chain-attacks","display_name":"supply chain attacks","score":0.7979999780654907},{"id":"https://openalex.org/keywords/stealthy-attacks","display_name":"stealthy attacks","score":0.5770000219345093}],"concepts":[{"id":"https://openalex.org/C2781045450","wikidata":"https://www.wikidata.org/wiki/Q254569","display_name":"Backdoor","level":2,"score":0.9932000041007996},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5975000262260437},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.593999981880188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5270000100135803},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.49970000982284546},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4244999885559082},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.38830000162124634},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3398999869823456},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30869999527931213},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.29660001397132874},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28450000286102295},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.2687999904155731},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2542000114917755}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-032-37174-4_2","doi":"https://doi.org/10.1007/978-3-032-37174-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-37174-4_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2608.25371","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2608.25371","pdf_url":"https://arxiv.org/pdf/2608.25371","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2608.25371","doi":"https://doi.org/10.48550/arxiv.2608.25371","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2608.25371","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2608.25371","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2608.25371","pdf_url":"https://arxiv.org/pdf/2608.25371","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2851461307","display_name":"CICI:TCR:CAREFREE:Cloud infrAstructure ResiliencE of the Future foR tEstbeds, accelerators and nEtworks","funder_award_id":"2319962","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3468271231","display_name":"Collaborative Research: SaTC: CORE: Small: Securing Brain-inspired Hyperdimensional Computing against Design-time and Run-time Attacks for Edge Devices","funder_award_id":"2326597","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4665888916","display_name":"Collaborative Research: SaTC: CORE: Medium: Accelerating Privacy-Preserving Machine Learning as a Service: From Algorithm to Hardware","funder_award_id":"2247892","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8013457670","display_name":"CAREER: Securing Reconfigurable Hardware Accelerator for Machine Learning: Threats and Defenses","funder_award_id":"2239672","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8432109843","display_name":"Collaborative Research: SaTC: CORE: Small: Secure and Robust Machine Learning in Multi-Tenant Cloud FPGA","funder_award_id":"2153690","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204440724.pdf","grobid_xml":"https://content.openalex.org/works/W7204440724.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2117539524","https://openalex.org/W2117876524","https://openalex.org/W2581624817","https://openalex.org/W2753783305","https://openalex.org/W2807363941","https://openalex.org/W2900018096","https://openalex.org/W2934843808","https://openalex.org/W2942091739","https://openalex.org/W2990270730","https://openalex.org/W3004659153","https://openalex.org/W3034579202","https://openalex.org/W3040573126","https://openalex.org/W3094502228","https://openalex.org/W3107337211","https://openalex.org/W3108655343","https://openalex.org/W3175937066","https://openalex.org/W4229367784","https://openalex.org/W4300824008","https://openalex.org/W4312349930","https://openalex.org/W4362706525","https://openalex.org/W4388620366","https://openalex.org/W4393160907","https://openalex.org/W4399121711","https://openalex.org/W4415482413","https://openalex.org/W4415795725","https://openalex.org/W4416549316","https://openalex.org/W4416881128","https://openalex.org/W6948075781","https://openalex.org/W6966994820"],"related_works":["https://openalex.org/W6948075781","https://openalex.org/W3170943566","https://openalex.org/W4416881128","https://openalex.org/W4386621109","https://openalex.org/W4414110559","https://openalex.org/W7214753815","https://openalex.org/W7161577572","https://openalex.org/W4391713099","https://openalex.org/W7166724181","https://openalex.org/W4415958678"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-08-28T00:00:00"}