{"id":"https://openalex.org/W4413679580","doi":"https://doi.org/10.1109/csr64739.2025.11130000","title":"Designing AI Systems with Correction Mechanisms Towards Attack-Resilient Architectures","display_name":"Designing AI Systems with Correction Mechanisms Towards Attack-Resilient Architectures","publication_year":2025,"publication_date":"2025-08-04","ids":{"openalex":"https://openalex.org/W4413679580","doi":"https://doi.org/10.1109/csr64739.2025.11130000"},"language":"en","primary_location":{"id":"doi:10.1109/csr64739.2025.11130000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csr64739.2025.11130000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Cyber Security and Resilience (CSR)","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/A5006690816","display_name":"Efi Kafali","orcid":"https://orcid.org/0000-0002-4951-389X"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Efi Kafali","raw_affiliation_strings":["The Visual Computing Lab, Information Technologies Institute/Centre for Research&#x0026;Technology Hellas,Thessaloniki,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Visual Computing Lab, Information Technologies Institute/Centre for Research&#x0026;Technology Hellas,Thessaloniki,Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094121176","display_name":"Christoforos N. Spartalis","orcid":"https://orcid.org/0000-0001-8228-4235"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christoforos N. Spartalis","raw_affiliation_strings":["The Visual Computing Lab, Information Technologies Institute/Centre for Research&#x0026;Technology Hellas,Thessaloniki,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Visual Computing Lab, Information Technologies Institute/Centre for Research&#x0026;Technology Hellas,Thessaloniki,Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006823858","display_name":"Theodoros Semertzidis","orcid":"https://orcid.org/0000-0002-6825-4328"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Theodoros Semertzidis","raw_affiliation_strings":["The Visual Computing Lab, Information Technologies Institute/Centre for Research&#x0026;Technology Hellas,Thessaloniki,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Visual Computing Lab, Information Technologies Institute/Centre for Research&#x0026;Technology Hellas,Thessaloniki,Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062392678","display_name":"Charalampos Z. Patrikakis","orcid":"https://orcid.org/0000-0003-1921-4466"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Charalampos Z. Patrikakis","raw_affiliation_strings":["University of West Attica,Department of Electrical and Electronics Engineering,Egaleo,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of West Attica,Department of Electrical and Electronics Engineering,Egaleo,Greece","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071585254","display_name":"Petros Daras","orcid":"https://orcid.org/0000-0003-3814-6710"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Petros Daras","raw_affiliation_strings":["The Visual Computing Lab, Information Technologies Institute/Centre for Research&#x0026;Technology Hellas,Thessaloniki,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Visual Computing Lab, Information Technologies Institute/Centre for Research&#x0026;Technology Hellas,Thessaloniki,Greece","institution_ids":["https://openalex.org/I4210093649"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"387","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9467999935150146,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9467999935150146,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11424","display_name":"Security and Verification in Computing","score":0.9312999844551086,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9261999726295471,"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/computer-science","display_name":"Computer science","score":0.7618007659912109},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4195308983325958},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3641767203807831}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7618007659912109},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4195308983325958},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3641767203807831}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csr64739.2025.11130000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csr64739.2025.11130000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Cyber Security and Resilience (CSR)","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":24,"referenced_works":["https://openalex.org/W2744999500","https://openalex.org/W2964303497","https://openalex.org/W2994881943","https://openalex.org/W3154155772","https://openalex.org/W3174532363","https://openalex.org/W3206581298","https://openalex.org/W4226282829","https://openalex.org/W4295808856","https://openalex.org/W4296473303","https://openalex.org/W4311086205","https://openalex.org/W4322736917","https://openalex.org/W4378976798","https://openalex.org/W4385679845","https://openalex.org/W4386076050","https://openalex.org/W4386211264","https://openalex.org/W4386211285","https://openalex.org/W4386214387","https://openalex.org/W4392506975","https://openalex.org/W4394896797","https://openalex.org/W4396214365","https://openalex.org/W4396790438","https://openalex.org/W4399364360","https://openalex.org/W4401415801","https://openalex.org/W4403780628"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"AI":[0,47,63,73,81],"models":[1],"face":[2],"increasing":[3],"security":[4,58],"and":[5,12,23,45,59,71,94,102],"privacy":[6,60],"threats":[7,61,90],"which":[8],"compromise":[9],"their":[10],"integrity":[11],"reliability.":[13],"While":[14],"numerous":[15],"AI-based":[16],"approaches":[17],"have":[18],"been":[19],"proposed":[20,76],"to":[21,79],"detect":[22],"mitigate":[24],"such":[25,99],"risks,":[26],"they":[27],"often":[28],"focus":[29],"on":[30],"specific":[31],"aspects":[32],"in":[33,36,96],"isolation,":[34],"resulting":[35],"a":[37],"lack":[38],"of":[39],"unified":[40],"guidance":[41],"for":[42],"building":[43],"robust":[44],"resilient":[46],"systems.":[48],"This":[49],"article":[50],"proposes":[51],"an":[52],"attack-resilient":[53],"framework":[54,77],"that":[55],"addresses":[56],"both":[57],"against":[62,88],"systems":[64,82],"by":[65],"integrating":[66],"detection":[67],"mechanisms,":[68],"corrective":[69],"actions,":[70],"explainable":[72],"techniques.":[74],"The":[75],"aims":[78],"equip":[80],"with":[83],"resilience":[84],"strategies,":[85],"improving":[86],"defenses":[87],"evolving":[89],"while":[91],"ensuring":[92],"reliability":[93],"compliance":[95],"high-stakes":[97],"applications":[98],"as":[100],"healthcare":[101],"GDPR-regulated":[103],"environments.":[104]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
