{"id":"https://openalex.org/W4413755504","doi":"https://doi.org/10.1109/isvlsi65124.2025.11130282","title":"MADel0: A Modelling and Assessment Framework for Delay PUFs leveraging Gradient-based Optimization Techniques","display_name":"MADel0: A Modelling and Assessment Framework for Delay PUFs leveraging Gradient-based Optimization Techniques","publication_year":2025,"publication_date":"2025-07-06","ids":{"openalex":"https://openalex.org/W4413755504","doi":"https://doi.org/10.1109/isvlsi65124.2025.11130282"},"language":"en","primary_location":{"id":"doi:10.1109/isvlsi65124.2025.11130282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isvlsi65124.2025.11130282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","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/A5060225959","display_name":"Durba Chatterjee","orcid":"https://orcid.org/0000-0001-7665-0876"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Durba Chatterjee","raw_affiliation_strings":["Digital Security Group Radboud University,Nijmegen,The Netherlands"],"affiliations":[{"raw_affiliation_string":"Digital Security Group Radboud University,Nijmegen,The Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078971402","display_name":"Debdeep Mukhopadhyay","orcid":"https://orcid.org/0000-0002-6499-8346"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debdeep Mukhopadhyay","raw_affiliation_strings":["IIT Kharagpur,Department of CSE,Kharagpur,India"],"affiliations":[{"raw_affiliation_string":"IIT Kharagpur,Department of CSE,Kharagpur,India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022880201","display_name":"Aritra Hazra","orcid":"https://orcid.org/0000-0003-2076-3577"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aritra Hazra","raw_affiliation_strings":["IIT Kharagpur,Department of CSE,Kharagpur,India"],"affiliations":[{"raw_affiliation_string":"IIT Kharagpur,Department of CSE,Kharagpur,India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060225959"],"corresponding_institution_ids":["https://openalex.org/I145872427"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30473671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9915000200271606,"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"}},"topics":[{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9915000200271606,"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":0.9739999771118164,"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"}},{"id":"https://openalex.org/T11338","display_name":"Advancements in Photolithography Techniques","score":0.9595000147819519,"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/computer-science","display_name":"Computer science","score":0.6958614587783813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6958614587783813}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isvlsi65124.2025.11130282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isvlsi65124.2025.11130282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/327481","is_oa":false,"landing_page_url":"https://hdl.handle.net/2066/327481","pdf_url":null,"source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in monograph or in proceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Physically":[0],"Unclonable":[1],"Functions":[2],"leverage":[3],"manufacturing":[4],"variations":[5],"to":[6,28,49],"generate":[7],"unique,":[8],"unclonable":[9],"responses,":[10],"making":[11],"them":[12],"a":[13,39,78],"critical":[14],"hardware":[15],"root":[16],"of":[17,127,145,151],"trust.":[18],"Strong":[19],"PUFs,":[20],"with":[21,85],"exponentially":[22],"large":[23],"challenge-response":[24],"pairs,":[25],"are":[26],"vulnerable":[27],"machine":[29],"learning":[30],"(ML)-based":[31],"modeling":[32,70,138],"attacks.":[33,123,139],"Among":[34],"these,":[35],"reliability-based":[36,68,137],"attacks":[37],"pose":[38],"serious":[40],"threat":[41],"by":[42],"exploiting":[43],"response":[44],"instability":[45],"under":[46],"varying":[47],"conditions":[48],"improve":[50],"model":[51],"accuracy.":[52],"Existing":[53],"approaches":[54],"rely":[55],"on":[56],"standard":[57],"ML":[58],"techniques,":[59],"often":[60],"overlooking":[61],"PUF-specific":[62],"design":[63,111],"characteristics.":[64],"This":[65],"work":[66],"redefines":[67],"PUF":[69,110],"as":[71],"an":[72],"optimization":[73,100],"problem":[74],"and":[75,93,102],"introduces":[76],"MADelO,":[77],"framework":[79,135],"employing":[80],"adaptive":[81],"gradient":[82],"descent":[83],"(GD)":[84],"tailored":[86],"objective":[87],"functions":[88],"that":[89],"integrate":[90],"both":[91],"CRPs":[92],"reliability":[94],"information.":[95],"We":[96,106],"formally":[97],"analyze":[98],"the":[99,125,132,143],"objectives":[101],"provide":[103],"convergence":[104,114],"guarantees.":[105],"study":[107],"how":[108],"different":[109],"strategies":[112],"influence":[113],"rates,":[115],"offering":[116],"insights":[117],"into":[118],"enhancing":[119],"resilience":[120],"against":[121],"such":[122],"To":[124],"best":[126],"our":[128],"knowledge,":[129],"this":[130],"is":[131],"first":[133],"formal":[134],"for":[136],"Our":[140],"results":[141],"demonstrate":[142],"effectiveness":[144],"optimization-based":[146],"approaches,":[147],"opening":[148],"new":[149],"directions":[150],"attack":[152],"strategies.":[153]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
