{"id":"https://openalex.org/W2899738517","doi":"https://doi.org/10.1145/3240765.3274038","title":"Security aspects of neuromorphic MPSoCs","display_name":"Security aspects of neuromorphic MPSoCs","publication_year":2018,"publication_date":"2018-11-05","ids":{"openalex":"https://openalex.org/W2899738517","doi":"https://doi.org/10.1145/3240765.3274038","mag":"2899738517"},"language":"en","primary_location":{"id":"doi:10.1145/3240765.3274038","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240765.3274038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 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/A5051947757","display_name":"Johanna Sep\u00falveda","orcid":"https://orcid.org/0000-0001-9550-1219"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johanna Sepulveda","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019414171","display_name":"Cezar Reinbrecht","orcid":"https://orcid.org/0000-0001-6113-7041"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Cezar Reinbrecht","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106455387","display_name":"Jean-Philippe Diguet","orcid":"https://orcid.org/0000-0003-0728-6040"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Philippe Diguet","raw_affiliation_strings":["CNRS, Lab-STICC, Lorient, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Lab-STICC, Lorient, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I161929037","https://openalex.org/I4210123702"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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":0.9990000128746033,"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"}},{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mpsoc","display_name":"MPSoC","score":0.9084218144416809},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.8865814208984375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7744561433792114},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5617931485176086},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.49842143058776855},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.35211628675460815},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.32221555709838867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26555001735687256}],"concepts":[{"id":"https://openalex.org/C2777187653","wikidata":"https://www.wikidata.org/wiki/Q975106","display_name":"MPSoC","level":3,"score":0.9084218144416809},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.8865814208984375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7744561433792114},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5617931485176086},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.49842143058776855},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.35211628675460815},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.32221555709838867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26555001735687256}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3240765.3274038","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240765.3274038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Computer-Aided Design","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02519561v1","is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02519561","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"37th IEEE/ACM Internationale Conference On Computer Aided Design (ICCAD)","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W636888577","https://openalex.org/W1511843316","https://openalex.org/W1570411240","https://openalex.org/W1975398991","https://openalex.org/W2008008156","https://openalex.org/W2016922062","https://openalex.org/W2077897543","https://openalex.org/W2078353671","https://openalex.org/W2095909568","https://openalex.org/W2111725598","https://openalex.org/W2112796928","https://openalex.org/W2115255494","https://openalex.org/W2126180566","https://openalex.org/W2127596159","https://openalex.org/W2130360162","https://openalex.org/W2153041354","https://openalex.org/W2154909745","https://openalex.org/W2163630896","https://openalex.org/W2288365131","https://openalex.org/W2507246620","https://openalex.org/W2526914141","https://openalex.org/W2584255183","https://openalex.org/W2599079467","https://openalex.org/W2783525259","https://openalex.org/W2798492591","https://openalex.org/W2799144112","https://openalex.org/W2883613460","https://openalex.org/W2909329506","https://openalex.org/W2963311060","https://openalex.org/W3088268709","https://openalex.org/W4236015185","https://openalex.org/W4302567542"],"related_works":["https://openalex.org/W4285308918","https://openalex.org/W3031505884","https://openalex.org/W2971712727","https://openalex.org/W2951049725","https://openalex.org/W4387459935","https://openalex.org/W2076528872","https://openalex.org/W2908450434","https://openalex.org/W4382561696","https://openalex.org/W2502691491","https://openalex.org/W2262476182"],"abstract_inverted_index":{"Neural":[0],"networks":[1],"and":[2,40,84,102,121,131,142,184],"deep":[3],"learning":[4,29],"are":[5,92],"promising":[6],"techniques":[7],"for":[8],"bringing":[9],"brain":[10],"inspired":[11],"computing":[12],"into":[13,97],"embedded":[14],"platforms.":[15],"They":[16],"pave":[17],"the":[18,36,53,61,72,103,116,169,173,179,185],"way":[19],"to":[20,75,138,143,153],"new":[21],"kinds":[22],"of":[23,38,63,71,105,108,118,159,168,172,178],"associative":[24],"memories,":[25],"classifiers,":[26],"data-mining,":[27],"machine":[28],"or":[30],"search":[31],"engines,":[32],"which":[33],"can":[34,135],"be":[35,136],"basis":[37],"critical":[39],"sensitive":[41,140],"applications":[42],"such":[43,64],"as":[44],"autonomous":[45],"driving.":[46],"Emerging":[47],"non-volatile":[48],"memory":[49],"technologies":[50],"integrated":[51],"in":[52,162],"so":[54],"called":[55],"Multi-Processor":[56],"System-on-Chip":[57],"(MPSoC)":[58],"architectures":[59,68,91],"enable":[60],"realization":[62],"computational":[65],"paradigms.":[66],"These":[67],"take":[69],"advantage":[70],"Network-on-Chip":[73],"concept":[74],"efficiently":[76],"carry":[77],"out":[78],"communications":[79],"with":[80],"dedicated":[81],"distributed":[82],"memories":[83],"processing":[85],"elements.":[86],"However,":[87],"current":[88],"MPSoC-based":[89,163],"neuromorphic":[90,164,174],"deployed":[93],"without":[94],"taking":[95],"security":[96,160],"account.":[98],"The":[99],"growing":[100],"complexity":[101],"hyper-sharing":[104],"hardware":[106],"resources":[107],"MPSoCs":[109],"may":[110],"become":[111],"a":[112],"threat,":[113],"thus":[114],"increasing":[115],"risk":[117],"malware":[119],"infections":[120],"Trojans":[122],"introduced":[123],"at":[124],"design":[125],"time.":[126],"Specially,":[127],"MPSoC":[128],"microarchitectural":[129],"side-channels":[130],"fault":[132],"injection":[133],"attacks":[134],"exploited":[137],"leak":[139],"information":[141],"cause":[144],"malfunctions.":[145],"In":[146],"this":[147],"work":[148],"we":[149],"present":[150],"three":[151],"contributions":[152],"that":[154],"issue:":[155],"i)":[156],"first":[157],"analysis":[158],"issues":[161],"architectures;":[165,175],"ii)":[166,176],"discussion":[167],"threat":[170],"model":[171],"demonstration":[177],"correlation":[180],"between":[181],"SNN":[182],"input":[183],"neural":[186],"computation.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}