{"id":"https://openalex.org/W7164987633","doi":"https://doi.org/10.48550/arxiv.2606.17092","title":"Securing Multi-Agent GIS Systems: Risk Evaluation and Prompt Hardening Optimization","display_name":"Securing Multi-Agent GIS Systems: Risk Evaluation and Prompt Hardening Optimization","publication_year":2026,"publication_date":"2026-06-13","ids":{"openalex":"https://openalex.org/W7164987633","doi":"https://doi.org/10.48550/arxiv.2606.17092"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.17092","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.17092","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":null,"license_id":null,"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.2606.17092","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138819222","display_name":"Kyle Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Kyle","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138785624","display_name":"Pranavi Kotta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kotta, Pranavi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015286750","display_name":"Lei Xu","orcid":"https://orcid.org/0009-0003-1055-9318"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Linlin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138816661","display_name":"Jonathan Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Jonathan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135992370","display_name":"David A. Clausi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Clausi, David A.","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/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.17260000109672546,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.17260000109672546,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.1371999979019165,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.10750000178813934,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.7408999800682068},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.6225000023841858},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5648000240325928},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5600000023841858},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.48899999260902405},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4699999988079071},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.3968000113964081},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.3847000002861023},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.36340001225471497}],"concepts":[{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.7408999800682068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6747000217437744},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.6225000023841858},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5835000276565552},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5648000240325928},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5600000023841858},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.48899999260902405},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4699999988079071},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.3847000002861023},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.36340001225471497},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35580000281333923},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.326200008392334},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3160000145435333},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.31029999256134033},{"id":"https://openalex.org/C2780871342","wikidata":"https://www.wikidata.org/wiki/Q7883752","display_name":"Underpinning","level":2,"score":0.30799999833106995},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.29249998927116394},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.2831000089645386},{"id":"https://openalex.org/C195518309","wikidata":"https://www.wikidata.org/wiki/Q13424265","display_name":"Security testing","level":5,"score":0.28029999136924744},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C87912763","wikidata":"https://www.wikidata.org/wiki/Q7663737","display_name":"System of systems","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.2565000057220459}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.17092","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.17092","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.17092","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.17092","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":null,"license_id":null,"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":{"Agentic":[0],"systems":[1,8],"are":[2],"increasingly":[3],"integrated":[4],"with":[5,78,91,101],"geographic":[6],"information":[7],"(GIS),":[9],"where":[10],"multi-agent":[11,37],"coordination":[12],"enables":[13],"complex":[14],"conversational":[15],"and":[16,33,83,112],"spatial":[17],"analysis":[18],"but":[19],"introduces":[20],"security":[21,118],"risks.":[22],"This":[23],"work":[24],"presents":[25],"a":[26,36,53,59,75,84,102],"security-oriented":[27],"framework":[28,63,77,105],"for":[29],"risk":[30],"identification,":[31],"evaluation,":[32],"mitigation":[34],"in":[35],"GIS":[38],"system":[39,51],"while":[40,57],"maintaining":[41],"adaptability":[42],"to":[43],"broader":[44],"agentic":[45,50],"architectures.":[46],"We":[47,71,97],"test":[48],"the":[49],"of":[52],"commercial":[54],"geospatial":[55],"partner":[56],"developing":[58],"modular":[60],"state-machine-based":[61],"orchestration":[62],"that":[64,87,106],"abstracts":[65],"agent":[66],"behavior":[67],"into":[68],"reusable":[69],"components.":[70],"evaluate":[72],"robustness":[73],"using":[74],"red-teaming":[76],"an":[79],"adaptive":[80],"attacker":[81],"LLM":[82],"deterministic":[85],"judge":[86],"produces":[88],"binary":[89],"outcomes":[90],"supporting":[92],"rationales":[93],"across":[94],"multi-turn":[95],"attacks.":[96],"further":[98],"improve":[99],"resilience":[100],"prompt":[103],"optimization":[104],"treats":[107],"prompts":[108],"as":[109],"structured":[110],"signatures":[111],"injects":[113],"adversarial":[114],"demonstrations,":[115],"enabling":[116],"systematic":[117],"improvements":[119],"without":[120],"degrading":[121],"task":[122],"performance.":[123]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-18T00:00:00"}
