{"id":"https://openalex.org/W7165389492","doi":"https://doi.org/10.48550/arxiv.2606.19501","title":"DeXposure-Claw: An Agentic System for DeFi Risk Supervision","display_name":"DeXposure-Claw: An Agentic System for DeFi Risk Supervision","publication_year":2026,"publication_date":"2026-06-17","ids":{"openalex":"https://openalex.org/W7165389492","doi":"https://doi.org/10.48550/arxiv.2606.19501"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.19501","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19501","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":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.19501","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5125216805","display_name":"Aijie Shu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shu, Aijie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100679036","display_name":"Bowei Chen","orcid":"https://orcid.org/0000-0002-6377-1094"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Bowei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138995417","display_name":"Wenbin Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Wenbin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073701627","display_name":"Cathy Yi\u2010Hsuan Chen","orcid":"https://orcid.org/0000-0002-1210-4064"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Cathy Yi-Hsuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635369","display_name":"Fengxiang He","orcid":"https://orcid.org/0000-0001-5584-2385"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He, Fengxiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.125,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.125,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.1088000014424324,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.08250000327825546,"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/attribution","display_name":"Attribution","score":0.5113000273704529},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4754999876022339},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.44850000739097595},{"id":"https://openalex.org/keywords/decision-aids","display_name":"Decision aids","score":0.3806999921798706},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.3682999908924103},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.32440000772476196},{"id":"https://openalex.org/keywords/logic-model","display_name":"Logic model","score":0.3190000057220459},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.30239999294281006}],"concepts":[{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.5113000273704529},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4754999876022339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4724999964237213},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.46619999408721924},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.44850000739097595},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.4410000145435333},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4016999900341034},{"id":"https://openalex.org/C2780033181","wikidata":"https://www.wikidata.org/wiki/Q24962805","display_name":"Decision aids","level":3,"score":0.3806999921798706},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3682999908924103},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.32440000772476196},{"id":"https://openalex.org/C2775940519","wikidata":"https://www.wikidata.org/wiki/Q17067742","display_name":"Logic model","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3061000108718872},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29510000348091125},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.27549999952316284},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27239999175071716},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.26739999651908875},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.25859999656677246},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.19501","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19501","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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.19501","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19501","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":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Decentralized":[0],"finance":[1],"exposes":[2],"supervisors":[3],"to":[4,31],"fast-moving,":[5],"networked":[6],"credit":[7],"risks.":[8],"General-purpose":[9],"LLM":[10,47],"agents":[11],"fit":[12],"this":[13],"setting":[14],"poorly:":[15],"they":[16],"over-read":[17],"weak":[18],"evidence":[19],"and":[20,66,78,81,84,116],"recommend":[21],"high-stakes":[22],"interventions,":[23],"while":[24],"existing":[25],"evaluations":[26],"offer":[27],"no":[28],"regulator-aligned":[29,112],"way":[30],"measure":[32],"the":[33],"resulting":[34],"false":[35],"alarms.":[36],"We":[37,97],"introduce":[38],"DeXposure-Claw,":[39],"a":[40,54,101,111],"forecast-grounded":[41],"agentic":[42],"supervision":[43],"system":[44],"that":[45],"routes":[46],"decisions":[48],"through":[49],"structured":[50],"evidence:":[51],"(1)":[52],"DeXposure-FM,":[53],"graph":[55],"time-series":[56],"foundation":[57],"model,":[58],"forecasts":[59,72],"future":[60],"exposure":[61],"networks;":[62],"(2)":[63],"deterministic":[64],"monitors":[65],"stress":[67],"scenarios":[68],"then":[69],"turn":[70],"those":[71],"into":[73],"typed":[74],"alerts,":[75],"attribution":[76],"signals,":[77],"scenario":[79],"evidence;":[80],"(3)":[82],"data-health":[83],"confidence":[85],"gates":[86],"constrain":[87],"escalation":[88],"before":[89],"DeXposure-Claw":[90],"emits":[91],"auditable":[92],"supervisory":[93],"tickets":[94,109],"with":[95],"rationales.":[96],"further":[98],"develop":[99],"DeXposure-Bench,":[100],"six-axis":[102],"evaluation":[103],"harness,":[104],"whose":[105],"decision":[106],"axis":[107],"scores":[108],"against":[110],"absolute-loss":[113],"ground":[114],"truth":[115],"an":[117],"explicit":[118],"false-intervention":[119],"rate.":[120],"Experiments":[121],"on":[122],"five":[123],"years":[124],"of":[125],"weekly":[126],"real":[127],"data":[128],"fully":[129],"support":[130],"our":[131],"system.":[132],"Code":[133],"is":[134],"at":[135],"https://github.com/EVIEHub/DeXposure-Claw.":[136]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-20T00:00:00"}