{"id":"https://openalex.org/W4416429613","doi":"https://doi.org/10.1109/iccad66269.2025.11240691","title":"Invited Paper: Rowhammer Mitigation by Approximate Computing: A Compressed Sensing Case Study","display_name":"Invited Paper: Rowhammer Mitigation by Approximate Computing: A Compressed Sensing Case Study","publication_year":2025,"publication_date":"2025-10-26","ids":{"openalex":"https://openalex.org/W4416429613","doi":"https://doi.org/10.1109/iccad66269.2025.11240691"},"language":"en","primary_location":{"id":"doi:10.1109/iccad66269.2025.11240691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad66269.2025.11240691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.qub.ac.uk/en/publications/21d630c5-a5ce-431a-8133-bfd88b3b418b","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063079295","display_name":"Hao Ying","orcid":null},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yuhang Hao","raw_affiliation_strings":["Queen&#x2019;s University Belfast,Centre for Secure Information Technologies (CSIT),Belfast,UK"],"affiliations":[{"raw_affiliation_string":"Queen&#x2019;s University Belfast,Centre for Secure Information Technologies (CSIT),Belfast,UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034668738","display_name":"Yun Wu","orcid":"https://orcid.org/0000-0001-9332-2858"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yun Wu","raw_affiliation_strings":["Queen&#x2019;s University Belfast,School of Electronics, Electrical Engineering and Computer Science,Belfast,UK"],"affiliations":[{"raw_affiliation_string":"Queen&#x2019;s University Belfast,School of Electronics, Electrical Engineering and Computer Science,Belfast,UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083182498","display_name":"Richard Jiang","orcid":"https://orcid.org/0000-0003-1721-9474"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Minmin Jiang","raw_affiliation_strings":["Queen&#x2019;s University Belfast,Centre for Secure Information Technologies (CSIT),Belfast,UK"],"affiliations":[{"raw_affiliation_string":"Queen&#x2019;s University Belfast,Centre for Secure Information Technologies (CSIT),Belfast,UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110242573","display_name":"M\u00e1ire O\u2019Neill","orcid":null},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M\u00e1ire O\u2019Neill","raw_affiliation_strings":["Queen&#x2019;s University Belfast,Centre for Secure Information Technologies (CSIT),Belfast,UK"],"affiliations":[{"raw_affiliation_string":"Queen&#x2019;s University Belfast,Centre for Secure Information Technologies (CSIT),Belfast,UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089292929","display_name":"Chongyan Gu","orcid":"https://orcid.org/0000-0002-3028-8004"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chongyan Gu","raw_affiliation_strings":["Queen&#x2019;s University Belfast,Centre for Secure Information Technologies (CSIT),Belfast,UK"],"affiliations":[{"raw_affiliation_string":"Queen&#x2019;s University Belfast,Centre for Secure Information Technologies (CSIT),Belfast,UK","institution_ids":["https://openalex.org/I126231945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063079295"],"corresponding_institution_ids":["https://openalex.org/I126231945"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38262038,"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":"8"},"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":0.5450000166893005,"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":0.5450000166893005,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.14339999854564667,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.1282999962568283,"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/compressed-sensing","display_name":"Compressed sensing","score":0.5472999811172485},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.5394999980926514},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.45570001006126404},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.44290000200271606},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.4327000081539154},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.3741999864578247},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.3580000102519989}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5472999811172485},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5394999980926514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46309998631477356},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.45570001006126404},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.44290000200271606},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.4327000081539154},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4002000093460083},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3741999864578247},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.3580000102519989},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3237999975681305},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.3199000060558319},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.31459999084472656},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.31049999594688416},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.28540000319480896},{"id":"https://openalex.org/C49289754","wikidata":"https://www.wikidata.org/wiki/Q2267081","display_name":"Side channel attack","level":3,"score":0.28189998865127563},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.2815000116825104},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2565999925136566},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2526000142097473},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccad66269.2025.11240691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad66269.2025.11240691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/21d630c5-a5ce-431a-8133-bfd88b3b418b","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/21d630c5-a5ce-431a-8133-bfd88b3b418b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hao, Y, Wu, Y, Jiang, M, O'Neill, M & Gu, C 2025, Rowhammer mitigation by approximate computing: a compressed sensing case study. in 2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD): Proceedings . EEE/ACM International Conference On Computer Aided Design (ICCAD), IEEE, ICCAD 2025: The 2025 International Conference on Computer-Aided Design, Munich, Germany, 26/10/2025. https://doi.org/10.1109/ICCAD66269.2025.11240691","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/21d630c5-a5ce-431a-8133-bfd88b3b418b","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/21d630c5-a5ce-431a-8133-bfd88b3b418b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hao, Y, Wu, Y, Jiang, M, O'Neill, M & Gu, C 2025, Rowhammer mitigation by approximate computing: a compressed sensing case study. in 2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD): Proceedings . EEE/ACM International Conference On Computer Aided Design (ICCAD), IEEE, ICCAD 2025: The 2025 International Conference on Computer-Aided Design, Munich, Germany, 26/10/2025. https://doi.org/10.1109/ICCAD66269.2025.11240691","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W2135046866","https://openalex.org/W2157116240","https://openalex.org/W2537014044","https://openalex.org/W2553417306","https://openalex.org/W2887397219","https://openalex.org/W2900220203","https://openalex.org/W2939057911","https://openalex.org/W2945155360","https://openalex.org/W2986899117","https://openalex.org/W3015685940","https://openalex.org/W3035174611","https://openalex.org/W3042829099","https://openalex.org/W3083643335","https://openalex.org/W3096150904","https://openalex.org/W3113901801","https://openalex.org/W3203791252","https://openalex.org/W4379033852","https://openalex.org/W4391182419"],"related_works":[],"abstract_inverted_index":{"While":[0],"Approximate":[1],"Computing":[2],"(AC)":[3],"trades":[4],"the":[5,31,45,55,65,85,92,101],"precision":[6],"for":[7,25],"energy":[8],"efficiency":[9],"with":[10,54,77,137],"tolerable":[11],"errors,":[12],"its":[13],"security":[14,35,93],"of":[15,30,57,69,95,103,112,128],"approximate":[16,78,86],"data":[17,47,87,139],"in":[18],"digital":[19,46],"storage":[20],"is":[21,98,132],"not":[22],"well":[23],"explored":[24],"edge":[26],"devices.":[27],"As":[28],"one":[29],"most":[32],"effective":[33],"hardware":[34],"attack":[36,39,71,83,114],"methods,":[37],"Rowhammer":[38,70,82,113],"has":[40],"shown":[41],"significant":[42],"threats":[43],"to":[44,124,135],"on":[48,72,84],"dynamic":[49],"random":[50],"access":[51],"memory":[52,59],"(DRAM)":[53],"vulnerability":[56],"high-frequency":[58],"row":[60],"access.":[61],"This":[62],"work":[63],"performs":[64],"first":[66],"preliminary":[67],"evaluation":[68],"real-world":[73],"compressed":[74],"sensing":[75],"applications":[76],"data.":[79],"By":[80],"investigating":[81],"from":[88],"compact":[89],"LiDar":[90],"sensor,":[91],"impact":[94],"various":[96],"precisions":[97],"presented":[99],"through":[100],"fidelity":[102],"reconstructed":[104],"depth":[105,130],"image.":[106],"The":[107],"experiments":[108],"reveal":[109],"considerable":[110],"mitigation":[111],"by":[115],"adopting":[116],"AC":[117],"based":[118],"sensor":[119],"signal":[120],"processing,":[121],"where":[122],"up":[123],"2\u00d7":[125],"higher":[126],"PSNR":[127],"output":[129],"image":[131],"achieved":[133],"comparing":[134],"those":[136],"accurate":[138],"and":[140],"computations.":[141]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-11-20T00:00:00"}
