{"id":"https://openalex.org/W7109957739","doi":"https://doi.org/10.4230/oasics.saia.2024.12","title":"A View on Vulnerabilites: The Security Challenges of XAI (Academic Track)","display_name":"A View on Vulnerabilites: The Security Challenges of XAI (Academic Track)","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7109957739","doi":"https://doi.org/10.4230/oasics.saia.2024.12"},"language":"en","primary_location":{"id":"pmh:oai:drops-oai.dagstuhl.de:22752","is_oa":true,"landing_page_url":"https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.SAIA.2024.12","pdf_url":"https://drops.dagstuhl.de/storage/01oasics/oasics-vol126-saia2024/OASIcs.SAIA.2024.12/OASIcs.SAIA.2024.12.pdf","source":{"id":"https://openalex.org/S4377196569","display_name":"DROPS (Schloss Dagstuhl \u2013 Leibniz Center for Informatics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799853480","host_organization_name":"Schloss Dagstuhl \u2013 Leibniz Center for Informatics","host_organization_lineage":["https://openalex.org/I2799853480"],"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":null,"raw_type":"InProceedings"},"type":"conference-paper","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://drops.dagstuhl.de/storage/01oasics/oasics-vol126-saia2024/OASIcs.SAIA.2024.12/OASIcs.SAIA.2024.12.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Pachl, Elisabeth","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127444","display_name":"Fraunhofer Institute for Cognitive Systems","ror":"https://ror.org/02fez3815","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127444","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Pachl, Elisabeth","raw_affiliation_strings":["Fraunhofer Institute for Cognitive Systems, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Cognitive Systems, Munich, Germany","institution_ids":["https://openalex.org/I4210127444"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Langer, Fabian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137364","display_name":"DSI Informationstechnik (Germany)","ror":"https://ror.org/04hayh169","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210137364"]},{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA","DE"],"is_corresponding":false,"raw_author_name":"Langer, Fabian","raw_affiliation_strings":["T\u00dcV Informationstechnik GmbH, Artificial Intelligence, Essen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T\u00dcV Informationstechnik GmbH, Artificial Intelligence, Essen, Germany","institution_ids":["https://openalex.org/I4210137364","https://openalex.org/I4210164862"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Markert, Thora","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137364","display_name":"DSI Informationstechnik (Germany)","ror":"https://ror.org/04hayh169","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210137364"]},{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA","DE"],"is_corresponding":false,"raw_author_name":"Markert, Thora","raw_affiliation_strings":["T\u00dcV Informationstechnik GmbH, Artificial Intelligence, Essen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T\u00dcV Informationstechnik GmbH, Artificial Intelligence, Essen, Germany","institution_ids":["https://openalex.org/I4210137364","https://openalex.org/I4210164862"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lorenz, Jeanette Miriam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127444","display_name":"Fraunhofer Institute for Cognitive Systems","ror":"https://ror.org/02fez3815","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127444","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lorenz, Jeanette Miriam","raw_affiliation_strings":["Fraunhofer Institute for Cognitive Systems, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Cognitive Systems, Munich, Germany","institution_ids":["https://openalex.org/I4210127444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9132000207901001,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9132000207901001,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.06379999965429306,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.00570000009611249,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.8039000034332275},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6543999910354614},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.3711000084877014},{"id":"https://openalex.org/keywords/evasion","display_name":"Evasion (ethics)","score":0.33739998936653137},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.32269999384880066}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8039000034332275},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6543999910354614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4668999910354614},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4189999997615814},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.3711000084877014},{"id":"https://openalex.org/C2781251061","wikidata":"https://www.wikidata.org/wiki/Q5416089","display_name":"Evasion (ethics)","level":3,"score":0.33739998936653137},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3287000060081482},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.32269999384880066},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.3140000104904175},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2921000123023987},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2578999996185303}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:drops-oai.dagstuhl.de:22752","is_oa":true,"landing_page_url":"https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.SAIA.2024.12","pdf_url":"https://drops.dagstuhl.de/storage/01oasics/oasics-vol126-saia2024/OASIcs.SAIA.2024.12/OASIcs.SAIA.2024.12.pdf","source":{"id":"https://openalex.org/S4377196569","display_name":"DROPS (Schloss Dagstuhl \u2013 Leibniz Center for Informatics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799853480","host_organization_name":"Schloss Dagstuhl \u2013 Leibniz Center for Informatics","host_organization_lineage":["https://openalex.org/I2799853480"],"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":null,"raw_type":"InProceedings"}],"best_oa_location":{"id":"pmh:oai:drops-oai.dagstuhl.de:22752","is_oa":true,"landing_page_url":"https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.SAIA.2024.12","pdf_url":"https://drops.dagstuhl.de/storage/01oasics/oasics-vol126-saia2024/OASIcs.SAIA.2024.12/OASIcs.SAIA.2024.12.pdf","source":{"id":"https://openalex.org/S4377196569","display_name":"DROPS (Schloss Dagstuhl \u2013 Leibniz Center for Informatics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799853480","host_organization_name":"Schloss Dagstuhl \u2013 Leibniz Center for Informatics","host_organization_lineage":["https://openalex.org/I2799853480"],"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":null,"raw_type":"InProceedings"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8121660351753235}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W7109957739.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Modern":[0],"deep":[1],"learning":[2,46],"methods":[3,178],"have":[4,47,180],"long":[5],"been":[6,182],"considered":[7],"as":[8,79,127,151,171],"black-boxes":[9],"due":[10],"to":[11,89,92,120,157],"their":[12],"opaque":[13],"decision-making":[14],"processes.":[15],"Explainable":[16],"Artificial":[17],"Intelligence":[18],"(XAI),":[19],"however,":[20],"has":[21],"turned":[22],"the":[23,71,87,101,116],"tables:":[24],"it":[25],"provides":[26,96],"insight":[27],"into":[28],"how":[29],"these":[30],"models":[31],"work,":[32],"promoting":[33],"transparency":[34],"that":[35,179],"is":[36,77],"crucial":[37],"for":[38,185],"accountability.":[39],"Yet,":[40],"recent":[41],"developments":[42],"in":[43,50,61,84,138,145,187],"adversarial":[44,111,146],"machine":[45],"highlighted":[48],"vulnerabilities":[49,186],"XAI":[51,76,114,139,177],"methods,":[52],"raising":[53],"concerns":[54],"about":[55],"security,":[56],"reliability":[57],"and":[58,66,103,115,129,140,155,162,176],"trustworthiness,":[59],"particularly":[60],"sensitive":[62],"areas":[63],"like":[64],"healthcare":[65],"autonomous":[67],"systems.":[68],"Awareness":[69],"of":[70,118],"potential":[72,159],"risks":[73],"associated":[74],"with":[75],"needed":[78],"its":[80],"adoption":[81],"increases,":[82],"driven":[83],"part":[85],"by":[86],"need":[88],"enhance":[90,121],"compliance":[91],"regulations.":[93],"This":[94,148],"survey":[95],"a":[97],"holistic":[98],"perspective":[99],"on":[100,110,123],"security":[102],"safety":[104],"landscape":[105],"surrounding":[106],"XAI,":[107],"categorizing":[108],"research":[109,143,160],"attacks":[112,122],"against":[113],"misuse":[117],"explainability":[119],"AI":[124],"systems,":[125],"such":[126,170],"evasion":[128],"privacy":[130],"breaches.":[131],"Our":[132],"contribution":[133],"includes":[134],"identifying":[135],"current":[136,188],"insecurities":[137],"outlining":[141],"future":[142,164],"directions":[144],"XAI.":[147],"work":[149],"serves":[150],"an":[152],"accessible":[153],"foundation":[154],"outlook":[156],"recognize":[158],"gaps":[161],"define":[163],"directions.":[165],"It":[166],"identifies":[167],"data":[168],"modalities,":[169],"time-series":[172],"or":[173],"graph":[174],"data,":[175],"not":[181],"extensively":[183],"investigated":[184],"research.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-02T06:12:58.138171","created_date":"2025-12-08T00:00:00"}
