{"id":"https://openalex.org/W4312121136","doi":"https://doi.org/10.1145/3508352.3561096","title":"Embracing Graph Neural Networks for Hardware Security","display_name":"Embracing Graph Neural Networks for Hardware Security","publication_year":2022,"publication_date":"2022-10-30","ids":{"openalex":"https://openalex.org/W4312121136","doi":"https://doi.org/10.1145/3508352.3561096"},"language":"en","primary_location":{"id":"doi:10.1145/3508352.3561096","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3508352.3561096","pdf_url":null,"source":{"id":"https://openalex.org/S4363608844","display_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","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/A5030348801","display_name":"Lilas Alrahis","orcid":"https://orcid.org/0000-0001-9932-6833"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lilas Alrahis","raw_affiliation_strings":["New York University Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University Abu Dhabi, UAE","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005805069","display_name":"Satwik Patnaik","orcid":"https://orcid.org/0000-0002-8975-2414"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Satwik Patnaik","raw_affiliation_strings":["Texas A&amp;M University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&amp;M University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005190949","display_name":"Muhammad Shafique","orcid":"https://orcid.org/0000-0002-2607-8135"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhammad Shafique","raw_affiliation_strings":["New York University Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University Abu Dhabi, UAE","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059987567","display_name":"Ozgur Sinanoglu","orcid":"https://orcid.org/0000-0003-0782-0397"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ozgur Sinanoglu","raw_affiliation_strings":["New York University Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University Abu Dhabi, UAE","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9912999868392944,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7327743172645569},{"id":"https://openalex.org/keywords/surprise","display_name":"Surprise","score":0.6287838816642761},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5199224352836609},{"id":"https://openalex.org/keywords/electronic-design-automation","display_name":"Electronic design automation","score":0.5162570476531982},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46716535091400146},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4322681725025177},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.401542067527771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3421558737754822},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32923775911331177},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2940611243247986}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7327743172645569},{"id":"https://openalex.org/C2780343955","wikidata":"https://www.wikidata.org/wiki/Q333173","display_name":"Surprise","level":2,"score":0.6287838816642761},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5199224352836609},{"id":"https://openalex.org/C64260653","wikidata":"https://www.wikidata.org/wiki/Q1194864","display_name":"Electronic design automation","level":2,"score":0.5162570476531982},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46716535091400146},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4322681725025177},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.401542067527771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3421558737754822},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32923775911331177},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2940611243247986},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3508352.3561096","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3508352.3561096","pdf_url":null,"source":{"id":"https://openalex.org/S4363608844","display_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","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":77,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W1490308602","https://openalex.org/W1497117049","https://openalex.org/W1524250393","https://openalex.org/W1563937974","https://openalex.org/W1565539145","https://openalex.org/W1964357740","https://openalex.org/W2026182761","https://openalex.org/W2045818632","https://openalex.org/W2063615695","https://openalex.org/W2063978378","https://openalex.org/W2064541558","https://openalex.org/W2095410905","https://openalex.org/W2110601965","https://openalex.org/W2122509673","https://openalex.org/W2122825543","https://openalex.org/W2123594341","https://openalex.org/W2133138357","https://openalex.org/W2151693816","https://openalex.org/W2154454189","https://openalex.org/W2161998562","https://openalex.org/W2221643708","https://openalex.org/W2519887557","https://openalex.org/W2525579820","https://openalex.org/W2569335714","https://openalex.org/W2579549467","https://openalex.org/W2593390416","https://openalex.org/W2618215639","https://openalex.org/W2624431344","https://openalex.org/W2745791324","https://openalex.org/W2747980214","https://openalex.org/W2770781225","https://openalex.org/W2788919350","https://openalex.org/W2801379610","https://openalex.org/W2807021761","https://openalex.org/W2912012458","https://openalex.org/W2945557633","https://openalex.org/W2961295589","https://openalex.org/W2989672901","https://openalex.org/W3035797532","https://openalex.org/W3099803115","https://openalex.org/W3100848837","https://openalex.org/W3102445009","https://openalex.org/W3106433382","https://openalex.org/W3108642877","https://openalex.org/W3111146368","https://openalex.org/W3111508438","https://openalex.org/W3111804930","https://openalex.org/W3128481268","https://openalex.org/W3144121041","https://openalex.org/W3162915675","https://openalex.org/W3171752851","https://openalex.org/W3176852059","https://openalex.org/W3182286741","https://openalex.org/W3186572303","https://openalex.org/W3186662332","https://openalex.org/W3187009719","https://openalex.org/W3198329143","https://openalex.org/W3198511427","https://openalex.org/W3200855694","https://openalex.org/W3211948120","https://openalex.org/W3212416488","https://openalex.org/W3215516083","https://openalex.org/W3216472574","https://openalex.org/W4200088851","https://openalex.org/W4210684805","https://openalex.org/W4213370430","https://openalex.org/W4214651231","https://openalex.org/W4256429971","https://openalex.org/W4280640024","https://openalex.org/W4281630198","https://openalex.org/W4293024139","https://openalex.org/W4299301436","https://openalex.org/W6652779833","https://openalex.org/W6704292781","https://openalex.org/W6717622092","https://openalex.org/W6756783469"],"related_works":["https://openalex.org/W4236382845","https://openalex.org/W4388712630","https://openalex.org/W2481168998","https://openalex.org/W2476994687","https://openalex.org/W642988558","https://openalex.org/W4390846322","https://openalex.org/W2066877376","https://openalex.org/W4318224782","https://openalex.org/W4313341368","https://openalex.org/W3097018712"],"abstract_inverted_index":{"Graph":[0],"neural":[1],"networks":[2],"(GNNs)":[3],"have":[4,20,37,51],"attracted":[5],"increasing":[6],"attention":[7],"due":[8],"to":[9,47,66,83],"their":[10],"superior":[11],"performance":[12,54],"in":[13,55],"deep":[14],"learning":[15],"on":[16],"graph-structured":[17],"data.":[18],"GNNs":[19,50,62],"succeeded":[21],"across":[22],"various":[23,57],"domains":[24],"such":[25,72],"as":[26,44,73],"social":[27],"networks,":[28],"chemistry,":[29],"and":[30,46,79],"electronic":[31],"design":[32],"automation":[33],"(EDA).":[34],"Electronic":[35],"circuits":[36],"a":[38,85],"long":[39],"history":[40],"of":[41],"being":[42],"represented":[43],"graphs,":[45],"no":[48],"surprise,":[49],"demonstrated":[52],"state-of-the-art":[53],"solving":[56],"EDA":[58],"tasks.":[59],"More":[60],"importantly,":[61],"are":[63],"now":[64],"employed":[65],"address":[67],"several":[68],"hardware":[69,80],"security":[70],"problems,":[71],"detecting":[74],"intellectual":[75],"property":[76],"(IP)":[77],"piracy":[78],"Trojans":[81],"(HTs),":[82],"name":[84],"few.":[86]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
