{"id":"https://openalex.org/W4391182414","doi":"https://doi.org/10.1109/asianhost59942.2023.10409319","title":"Tamper Resistant Design of Convolutional Neural Network Hardware Accelerator","display_name":"Tamper Resistant Design of Convolutional Neural Network Hardware Accelerator","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391182414","doi":"https://doi.org/10.1109/asianhost59942.2023.10409319"},"language":"en","primary_location":{"id":"doi:10.1109/asianhost59942.2023.10409319","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asianhost59942.2023.10409319","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Asian Hardware Oriented Security and Trust Symposium (AsianHOST)","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/A5036239832","display_name":"Haosen Yu","orcid":"https://orcid.org/0000-0002-6174-8579"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Haosen Yu","raw_affiliation_strings":["University of Southampton,Southampton,United Kingdom","University of Southampton, Southampton, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton,Southampton,United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019418668","display_name":"Peiyao Sun","orcid":"https://orcid.org/0009-0009-3641-7039"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peiyao Sun","raw_affiliation_strings":["University of Southampton,Southampton,United Kingdom","University of Southampton, Southampton, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton,Southampton,United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002449223","display_name":"Basel Halak","orcid":"https://orcid.org/0000-0003-3470-7226"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Basel Halak","raw_affiliation_strings":["University of Southampton,Southampton,United Kingdom","University of Southampton, Southampton, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton,Southampton,United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093780275","display_name":"Karthik Shanthakumar","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Karthik Shanthakumar","raw_affiliation_strings":["University of Southampton,Southampton,United Kingdom","University of Southampton, Southampton, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton,Southampton,United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073566072","display_name":"Tomasz Kazmierski","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tomasz Kazmierski","raw_affiliation_strings":["University of Southampton,Southampton,United Kingdom","University of Southampton, Southampton, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton,Southampton,United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":1.1202,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82130369,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9995999932289124,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9799000024795532,"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/backdoor","display_name":"Backdoor","score":0.9824047088623047},{"id":"https://openalex.org/keywords/countermeasure","display_name":"Countermeasure","score":0.8223741054534912},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.7307518720626831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7198479175567627},{"id":"https://openalex.org/keywords/trojan","display_name":"Trojan","score":0.5975642800331116},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4926508069038391},{"id":"https://openalex.org/keywords/third-party","display_name":"Third party","score":0.4868139922618866},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4690100848674774},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4258253276348114},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33945396542549133},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.12874054908752441},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11698979139328003},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11070764064788818},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1057557761669159}],"concepts":[{"id":"https://openalex.org/C2781045450","wikidata":"https://www.wikidata.org/wiki/Q254569","display_name":"Backdoor","level":2,"score":0.9824047088623047},{"id":"https://openalex.org/C21593369","wikidata":"https://www.wikidata.org/wiki/Q1032176","display_name":"Countermeasure","level":2,"score":0.8223741054534912},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.7307518720626831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7198479175567627},{"id":"https://openalex.org/C174333608","wikidata":"https://www.wikidata.org/wiki/Q19635","display_name":"Trojan","level":2,"score":0.5975642800331116},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4926508069038391},{"id":"https://openalex.org/C2983583741","wikidata":"https://www.wikidata.org/wiki/Q16785388","display_name":"Third party","level":2,"score":0.4868139922618866},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4690100848674774},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4258253276348114},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33945396542549133},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.12874054908752441},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11698979139328003},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11070764064788818},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1057557761669159},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asianhost59942.2023.10409319","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asianhost59942.2023.10409319","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Asian Hardware Oriented Security and Trust Symposium (AsianHOST)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:486706","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/486706/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401020","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2067713319","https://openalex.org/W2748789698","https://openalex.org/W2753783305","https://openalex.org/W2774423163","https://openalex.org/W2903582334","https://openalex.org/W2946801000","https://openalex.org/W2963163009","https://openalex.org/W2984353870","https://openalex.org/W3026196565","https://openalex.org/W3033544024","https://openalex.org/W3083760304","https://openalex.org/W3117702972","https://openalex.org/W3127135261","https://openalex.org/W3130788031","https://openalex.org/W3140988292","https://openalex.org/W3172552249","https://openalex.org/W4221141969","https://openalex.org/W4225907520","https://openalex.org/W4245958820","https://openalex.org/W4298093216","https://openalex.org/W4304141692","https://openalex.org/W4368348028","https://openalex.org/W6743581629","https://openalex.org/W6746897123","https://openalex.org/W6789325072","https://openalex.org/W6792327856","https://openalex.org/W6809890637","https://openalex.org/W6948312134"],"related_works":["https://openalex.org/W4320031223","https://openalex.org/W4200629851","https://openalex.org/W4281902577","https://openalex.org/W3106646114","https://openalex.org/W4308244459","https://openalex.org/W4221166349","https://openalex.org/W4200628936","https://openalex.org/W4387929148","https://openalex.org/W4389518867","https://openalex.org/W2375289273"],"abstract_inverted_index":{"The":[0,83,118],"globalisation":[1],"of":[2,12,29,97,140],"supply":[3],"chains":[4],"and":[5,18,44,60,79,135],"manufacturing":[6,16],"processes":[7],"can":[8,90],"lead":[9],"to":[10,20,66,113],"loss":[11],"control":[13],"over":[14],"the":[15,27,75,80,95,105,123,138],"process":[17],"exposure":[19],"potentially":[21],"malicious":[22],"third":[23],"parties,":[24],"thus":[25],"making":[26],"security":[28],"Convolutional":[30],"Neural":[31],"Network":[32],"hardware":[33,40],"accelerators":[34],"compromised":[35],"by":[36,72],"emerging":[37],"attacks":[38,43,46,70],"(e.g.,":[39],"Trojan(HT)":[41],"insertion":[42],"backdoor":[45,116,141],"from":[47,74,109,132],"third-party":[48,76,110],"dataset":[49,77,111],"providers).":[50],"In":[51],"this":[52,88],"paper,":[53],"a":[54],"new":[55,84,124],"defence":[56],"mechanism,":[57],"called":[58],"Shuffle":[59],"Substitution-Based":[61],"Defence":[62],"Mechanism(SSDM),":[63],"is":[64],"proposed":[65,86],"effectively":[67,93],"defend":[68],"against":[69],"launched":[71],"attackers":[73],"providers":[78,112],"Fabrication":[81],"phase.":[82],"countermeasure":[85],"in":[87,129],"paper":[89],"not":[91],"only":[92],"suppress":[94],"activation":[96],"most":[98],"existing":[99],"HTs,":[100],"but":[101],"also":[102],"greatly":[103],"increase":[104],"difficulty":[106,139],"for":[107],"adversaries":[108],"successfully":[114],"execute":[115],"attacks.":[117,142],"experimental":[119],"results":[120],"show":[121],"that":[122],"defensive":[125],"countermeasures":[126],"are":[127],"effective":[128],"preventing":[130],"HTs":[131],"being":[133],"activated":[134],"significantly":[136],"increasing":[137]},"counts_by_year":[{"year":2025,"cited_by_count":7}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
