{"id":"https://openalex.org/W4412130133","doi":"https://doi.org/10.1109/dsn-s65789.2025.00028","title":"On Predictive Modeling of Multi-Bit Upsets for Emulated Fault Injection","display_name":"On Predictive Modeling of Multi-Bit Upsets for Emulated Fault Injection","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4412130133","doi":"https://doi.org/10.1109/dsn-s65789.2025.00028"},"language":"en","primary_location":{"id":"doi:10.1109/dsn-s65789.2025.00028","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn-s65789.2025.00028","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)","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/A5071325149","display_name":"Trishna Rajkumar","orcid":"https://orcid.org/0000-0002-1024-7897"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Trishna Rajkumar","raw_affiliation_strings":["KTH Royal Institute of Technology,Stockholm,Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Stockholm,Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008852459","display_name":"Johnny \u00d6berg","orcid":"https://orcid.org/0000-0002-8072-1742"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Johnny \u00d6berg","raw_affiliation_strings":["KTH Royal Institute of Technology,Stockholm,Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Stockholm,Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071325149"],"corresponding_institution_ids":["https://openalex.org/I86987016"],"apc_list":null,"apc_paid":null,"fwci":1.4361,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83435865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.9969000220298767,"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9969000220298767,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9965999722480774,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9921000003814697,"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/bit","display_name":"Bit (key)","score":0.6871761083602905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6603661775588989},{"id":"https://openalex.org/keywords/fault-injection","display_name":"Fault injection","score":0.602759838104248},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5390154123306274},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.37582725286483765},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.36245954036712646},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3617015779018402},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.1394929587841034},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1309005320072174},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12425485253334045},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08159035444259644}],"concepts":[{"id":"https://openalex.org/C117011727","wikidata":"https://www.wikidata.org/wiki/Q1278488","display_name":"Bit (key)","level":2,"score":0.6871761083602905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6603661775588989},{"id":"https://openalex.org/C2775928411","wikidata":"https://www.wikidata.org/wiki/Q2041312","display_name":"Fault injection","level":3,"score":0.602759838104248},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5390154123306274},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.37582725286483765},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.36245954036712646},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3617015779018402},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.1394929587841034},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1309005320072174},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12425485253334045},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08159035444259644},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsn-s65789.2025.00028","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn-s65789.2025.00028","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1967513295","https://openalex.org/W2138815251","https://openalex.org/W2883155917","https://openalex.org/W2969874973","https://openalex.org/W3046225906","https://openalex.org/W3048221011","https://openalex.org/W3215929450","https://openalex.org/W4220883826","https://openalex.org/W4390776924","https://openalex.org/W4401568212","https://openalex.org/W4405907086","https://openalex.org/W6783401784"],"related_works":["https://openalex.org/W4327546585","https://openalex.org/W2411923897","https://openalex.org/W4394546135","https://openalex.org/W4285347720","https://openalex.org/W4200259850","https://openalex.org/W2333831899","https://openalex.org/W2484894494","https://openalex.org/W2367385042","https://openalex.org/W4381186982","https://openalex.org/W2040781570"],"abstract_inverted_index":{"As":[0],"SRAM-based":[1],"FPGAs":[2],"become":[3],"increasingly":[4],"vulnerable":[5],"to":[6,50,63],"multiple-bit":[7],"upsets":[8],"(MBU),":[9],"efficient":[10],"fault":[11,103],"injection":[12,104],"(FI)":[13],"techniques":[14],"are":[15],"critical":[16],"for":[17,110],"reliability":[18],"assessments.":[19],"Traditional":[20],"radiation":[21,44],"testing,":[22],"while":[23],"accurate,":[24],"is":[25],"costly":[26],"and":[27],"has":[28],"limited":[29],"accessibility.":[30],"Emulated":[31],"FI":[32],"testing":[33],"offers":[34],"a":[35,96,107],"cost-effective":[36],"alternative,":[37],"however,":[38],"existing":[39],"methods":[40],"rely":[41],"on":[42],"prior":[43],"data":[45],"or":[46],"proprietary":[47],"layout":[48],"information":[49],"model":[51,64],"MBU":[52,102],"patterns.":[53],"This":[54,99],"study":[55],"investigates":[56],"the":[57,65,69,76],"use":[58],"of":[59,71,78],"machine":[60],"learning":[61],"(ML)":[62],"error":[66],"patterns":[67],"in":[68],"absence":[70],"these":[72],"dependencies,":[73],"thus":[74],"mitigating":[75],"limitations":[77],"emulation.":[79],"Experimental":[80],"results":[81],"show":[82],"that":[83],"LSTM":[84],"models":[85],"outperform":[86],"state-of-the-art":[87],"approaches,":[88],"reducing":[89],"campaign":[90],"time":[91],"by":[92],"40%":[93],"with":[94],"only":[95],"3.5%":[97],"overhead.":[98],"strategy":[100],"enhances":[101],"efficiency,":[105],"offering":[106],"practical":[108],"alternative":[109],"early":[111],"stage":[112],"design":[113],"validation.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
