{"id":"https://openalex.org/W2808847325","doi":"https://doi.org/10.1145/3195970.3195991","title":"Analysis of security of split manufacturing using machine learning","display_name":"Analysis of security of split manufacturing using machine learning","publication_year":2018,"publication_date":"2018-06-19","ids":{"openalex":"https://openalex.org/W2808847325","doi":"https://doi.org/10.1145/3195970.3195991","mag":"2808847325"},"language":"en","primary_location":{"id":"doi:10.1145/3195970.3195991","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3195970.3195991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th Annual Design Automation Conference","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/A5100714035","display_name":"Boyu Zhang","orcid":"https://orcid.org/0000-0001-8012-9311"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Boyu Zhang","raw_affiliation_strings":["University of Wisconsin - Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074166946","display_name":"Jonathon Crandall Maga\u00f1a","orcid":null},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathon Crandall Maga\u00f1a","raw_affiliation_strings":["University of Wisconsin - Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072204999","display_name":"Azadeh Davoodi","orcid":"https://orcid.org/0000-0001-5213-2556"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Azadeh Davoodi","raw_affiliation_strings":["University of Wisconsin - Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9571999907493591,"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":0.6461691856384277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34856978058815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6461691856384277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34856978058815}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3195970.3195991","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3195970.3195991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th Annual Design Automation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W169052826","https://openalex.org/W1547478380","https://openalex.org/W1583151409","https://openalex.org/W1982691824","https://openalex.org/W1999944043","https://openalex.org/W2043643711","https://openalex.org/W2092545762","https://openalex.org/W2404942596","https://openalex.org/W2533892336","https://openalex.org/W2762256361","https://openalex.org/W2764108704"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"This":[0],"work":[1],"is":[2],"the":[3,7,39,61,81,84,92,101,105,132],"first":[4],"to":[5,74,100,122],"analyze":[6,80],"security":[8],"of":[9,45,83,94,107,131],"split":[10,63],"manufacturing":[11],"using":[12],"machine":[13,49,88,110],"learning,":[14],"based":[15],"on":[16],"data":[17],"collected":[18],"from":[19,54],"layouts":[20],"provided":[21],"by":[22,87],"industry,":[23],"with":[24,126],"8":[25],"routing":[26,36],"metal":[27],"layers,":[28,117],"and":[29,35,57,90],"significant":[30],"variation":[31],"in":[32,70,129],"wire":[33],"size":[34],"congestion":[37],"across":[38],"layers.":[40,103],"We":[41,79],"consider":[42],"many":[43],"types":[44],"layout":[46],"features":[47,85,96],"for":[48,115],"learning":[50,89,111],"including":[51],"those":[52],"obtained":[53],"placement,":[55],"routing,":[56],"cell":[58],"sizes.":[59],"For":[60],"top":[62],"layer,":[64],"we":[65,118],"demonstrate":[66],"dramatically":[67],"better":[68],"results":[69],"proximity":[71],"attack":[72],"compared":[73],"a":[75],"recent":[76],"prior":[77],"work.":[78],"ranking":[82],"used":[86],"show":[91],"importance":[93],"how":[95],"vary":[97],"when":[98],"moving":[99],"lower":[102,116],"Since":[104],"runtime":[106],"our":[108],"basic":[109],"becomes":[112],"prohibitively":[113],"large":[114],"propose":[119],"novel":[120],"techniques":[121],"make":[123],"it":[124],"scalable":[125],"little":[127],"sacrifice":[128],"effectiveness":[130],"attack.":[133]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}