{"id":"https://openalex.org/W4410553367","doi":"https://doi.org/10.23919/date64628.2025.10993201","title":"Bridging the Gap Between Anomaly Detection and Runtime Verification: H-Classifiers","display_name":"Bridging the Gap Between Anomaly Detection and Runtime Verification: H-Classifiers","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4410553367","doi":"https://doi.org/10.23919/date64628.2025.10993201"},"language":"en","primary_location":{"id":"doi:10.23919/date64628.2025.10993201","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date64628.2025.10993201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Design, Automation & Test in Europe Conference (DATE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05029242","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115408037","display_name":"Hagen Heermann","orcid":null},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Hagen Heermann","raw_affiliation_strings":["Cyber-Physical Systems Chair, University of Kaiserslautern-Landau,Kaiserslautern,Germany"],"affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems Chair, University of Kaiserslautern-Landau,Kaiserslautern,Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103027575","display_name":"Christoph Grimm","orcid":"https://orcid.org/0000-0002-5930-7563"},"institutions":[{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152675"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Grimm","raw_affiliation_strings":["Cyber-Physical Systems Chair, University of Kaiserslautern-Landau,Kaiserslautern,Germany"],"affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems Chair, University of Kaiserslautern-Landau,Kaiserslautern,Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5115408037"],"corresponding_institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11868154,"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":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9889000058174133,"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":0.9889000058174133,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9869999885559082,"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/bridging","display_name":"Bridging (networking)","score":0.8344000577926636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7030608654022217},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6570999622344971},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43352824449539185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3837682902812958},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06547901034355164}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8344000577926636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7030608654022217},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6570999622344971},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43352824449539185},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3837682902812958},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06547901034355164}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/date64628.2025.10993201","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date64628.2025.10993201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Design, Automation & Test in Europe Conference (DATE)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05029242v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05029242","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025 Design Automation and Test in Europe, Mar 2025, Lyon, France","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05029242v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05029242","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025 Design Automation and Test in Europe, Mar 2025, Lyon, France","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W120333500","https://openalex.org/W1547304883","https://openalex.org/W1974511160","https://openalex.org/W2101234009","https://openalex.org/W2127240436","https://openalex.org/W2161920802","https://openalex.org/W2162990087","https://openalex.org/W2163487198","https://openalex.org/W2170880743","https://openalex.org/W2522351640","https://openalex.org/W2534962781","https://openalex.org/W2548218624","https://openalex.org/W2743138268","https://openalex.org/W2806953615","https://openalex.org/W3015959599","https://openalex.org/W4297199742","https://openalex.org/W4384407578","https://openalex.org/W4387735465","https://openalex.org/W4391805027","https://openalex.org/W4401692110","https://openalex.org/W4402056503"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4408719353","https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Runtime":[0],"Verification":[1],"(RV)":[2],"and":[3,25,56,80],"Anomaly":[4],"Detection":[5],"(AD)":[6],"are":[7],"crucial":[8],"for":[9,67,76],"ensuring":[10],"the":[11,52,78],"reliability":[12,81],"of":[13,27,54,82],"cyber-physical":[14],"systems,":[15],"but":[16],"existing":[17],"methods":[18,38],"often":[19],"suffer":[20],"from":[21],"high":[22],"computational":[23],"costs":[24],"lack":[26],"explainability.":[28],"This":[29],"paper":[30],"presents":[31],"a":[32,73],"novel":[33],"approach":[34,71],"that":[35],"integrates":[36],"formal":[37],"into":[39,46],"anomaly":[40],"detection,":[41],"transforming":[42],"complex":[43],"system":[44],"models":[45],"efficient":[47],"classification":[48],"tasks.":[49],"By":[50],"combining":[51],"strengths":[53],"RV":[55],"AD,":[57],"our":[58],"method":[59],"significantly":[60],"improves":[61],"detection":[62],"efficiency":[63],"while":[64],"providing":[65],"explainability":[66],"failure":[68],"causes.":[69],"Our":[70],"offers":[72],"promising":[74],"solution":[75],"enhancing":[77],"safety":[79],"critical":[83],"systems.":[84]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}