{"id":"https://openalex.org/W7154939277","doi":"https://doi.org/10.48550/arxiv.2604.15579","title":"Symbolic Guardrails for Domain-Specific Agents: Stronger Safety and Security Guarantees Without Sacrificing Utility","display_name":"Symbolic Guardrails for Domain-Specific Agents: Stronger Safety and Security Guarantees Without Sacrificing Utility","publication_year":2026,"publication_date":"2026-04-16","ids":{"openalex":"https://openalex.org/W7154939277","doi":"https://doi.org/10.48550/arxiv.2604.15579"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.15579","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.15579","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.15579","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134051554","display_name":"Yining Hong","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hong, Yining","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108882024","display_name":"Yining She","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"She, Yining","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044511705","display_name":"Eunsuk Kang","orcid":"https://orcid.org/0000-0001-7891-6885"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kang, Eunsuk","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134041518","display_name":"Christopher S. Timperley","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Timperley, Christopher S.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5134036808","display_name":"Christian K\u00e4stner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K\u00e4stner, Christian","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5134051554"],"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":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":0.6639000177383423,"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":0.6639000177383423,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.05860000103712082,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.04280000180006027,"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/symbolic-execution","display_name":"Symbolic execution","score":0.6033999919891357},{"id":"https://openalex.org/keywords/unintended-consequences","display_name":"Unintended consequences","score":0.5163000226020813},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.3928999900817871},{"id":"https://openalex.org/keywords/the-symbolic","display_name":"The Symbolic","score":0.36899998784065247},{"id":"https://openalex.org/keywords/security-policy","display_name":"Security policy","score":0.36880001425743103},{"id":"https://openalex.org/keywords/symbolic-data-analysis","display_name":"Symbolic data analysis","score":0.3334999978542328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7469000220298767},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.6033999919891357},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5942000150680542},{"id":"https://openalex.org/C2776889888","wikidata":"https://www.wikidata.org/wiki/Q1135789","display_name":"Unintended consequences","level":2,"score":0.5163000226020813},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4212999939918518},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.3928999900817871},{"id":"https://openalex.org/C2776095079","wikidata":"https://www.wikidata.org/wiki/Q489538","display_name":"The Symbolic","level":2,"score":0.36899998784065247},{"id":"https://openalex.org/C154908896","wikidata":"https://www.wikidata.org/wiki/Q2167404","display_name":"Security policy","level":2,"score":0.36880001425743103},{"id":"https://openalex.org/C65620979","wikidata":"https://www.wikidata.org/wiki/Q7661176","display_name":"Symbolic data analysis","level":2,"score":0.3334999978542328},{"id":"https://openalex.org/C121822524","wikidata":"https://www.wikidata.org/wiki/Q5157582","display_name":"Computer security model","level":2,"score":0.27730000019073486},{"id":"https://openalex.org/C195518309","wikidata":"https://www.wikidata.org/wiki/Q13424265","display_name":"Security testing","level":5,"score":0.2709999978542328},{"id":"https://openalex.org/C38369872","wikidata":"https://www.wikidata.org/wiki/Q7445009","display_name":"Security analysis","level":2,"score":0.25429999828338623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.15579","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.15579","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.15579","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.15579","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7315143942832947}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"AI":[0,61,184],"agents":[1],"that":[2,116,165],"interact":[3],"with":[4],"their":[5],"environments":[6],"through":[7],"tools":[8],"enable":[9],"powerful":[10],"applications,":[11],"but":[12,42],"in":[13],"high-stakes":[14],"business":[15],"settings,":[16],"unintended":[17],"actions":[18],"can":[19,90,140],"cause":[20],"unacceptable":[21],"harm,":[22],"such":[23,32],"as":[24,33,50],"privacy":[25],"breaches":[26],"and":[27,36,57,75,96,106,112,155,171,178,190],"financial":[28],"loss.":[29],"Existing":[30],"mitigations,":[31],"training-based":[34],"methods":[35],"neural":[37],"guardrails,":[38,95,145],"improve":[39,153],"agent":[40,73,107,159],"reliability":[41],"cannot":[43],"provide":[44],"guarantees.":[45],"We":[46,114,186],"study":[47,65],"symbolic":[48,94,101,144,166],"guardrails":[49,102,152,167],"a":[51,67,169],"practical":[52,170],"path":[53],"toward":[54],"strong":[55],"safety":[56,74,154,177],"security":[58,76,156,179],"guarantees":[59],"for":[60,182],"agents.":[62,185],"Our":[63],"three-part":[64],"includes":[66],"systematic":[68],"review":[69],"of":[70,86,99,118,137],"80":[71],"state-of-the-art":[72],"benchmarks":[77,119],"to":[78,174],"identify":[79],"the":[80,133],"policies":[81],"they":[82],"evaluate,":[83],"an":[84,97],"analysis":[85],"which":[87],"policy":[88,138],"requirements":[89,139],"be":[91,141],"guaranteed":[92],"by":[93,143],"evaluation":[98],"how":[100],"affect":[103],"safety,":[104],"security,":[105],"success":[108],"on":[109,125],"$\u03c4^2$-Bench,":[110],"CAR-bench,":[111],"MedAgentBench.":[113],"find":[115],"85\\%":[117],"lack":[120],"concrete":[121],"policies,":[122,135],"relying":[123],"instead":[124],"underspecified":[126],"high-level":[127],"goals":[128],"or":[129],"common":[130],"sense.":[131],"Among":[132],"specified":[134],"74\\%":[136],"enforced":[142],"often":[146],"using":[147],"simple,":[148],"low-cost":[149],"mechanisms.":[150],"These":[151],"without":[157],"sacrificing":[158],"utility.":[160],"Overall,":[161],"our":[162],"results":[163],"suggest":[164],"are":[168],"effective":[172],"way":[173],"guarantee":[175],"some":[176],"requirements,":[180],"especially":[181],"domain-specific":[183],"release":[187],"all":[188],"codes":[189],"artifacts":[191],"at":[192],"https://github.com/hyn0027/agent-symbolic-guardrails.":[193]},"counts_by_year":[],"updated_date":"2026-04-21T06:12:34.886580","created_date":"2026-04-21T00:00:00"}
