{"id":"https://openalex.org/W4391462115","doi":"https://doi.org/10.48550/arxiv.2401.17405","title":"Camouflage Adversarial Attacks on Multiple Agent Systems","display_name":"Camouflage Adversarial Attacks on Multiple Agent Systems","publication_year":2024,"publication_date":"2024-01-30","ids":{"openalex":"https://openalex.org/W4391462115","doi":"https://doi.org/10.48550/arxiv.2401.17405"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2401.17405","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.17405","pdf_url":"https://arxiv.org/pdf/2401.17405","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2401.17405","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076605136","display_name":"Ziqing Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Lu, Ziqing","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023286956","display_name":"Guanlin Liu","orcid":"https://orcid.org/0000-0003-1721-2678"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Guanlin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081715462","display_name":"Lifeng Lai","orcid":"https://orcid.org/0000-0002-9493-8248"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lai, Lifeng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101767475","display_name":"Weiyu Xu","orcid":"https://orcid.org/0000-0003-4256-6072"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Weiyu","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076605136"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.7894999980926514,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.7894999980926514,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/camouflage","display_name":"Camouflage","score":0.990555465221405},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7775260806083679},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.561406672000885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4926920533180237},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4154701232910156},{"id":"https://openalex.org/keywords/crypsis","display_name":"Crypsis","score":0.4144611358642578},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14246869087219238},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.0568101704120636},{"id":"https://openalex.org/keywords/predation","display_name":"Predation","score":0.05452537536621094}],"concepts":[{"id":"https://openalex.org/C2776196576","wikidata":"https://www.wikidata.org/wiki/Q196113","display_name":"Camouflage","level":2,"score":0.990555465221405},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7775260806083679},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.561406672000885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4926920533180237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4154701232910156},{"id":"https://openalex.org/C89798240","wikidata":"https://www.wikidata.org/wiki/Q196327","display_name":"Crypsis","level":3,"score":0.4144611358642578},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14246869087219238},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0568101704120636},{"id":"https://openalex.org/C188382862","wikidata":"https://www.wikidata.org/wiki/Q170430","display_name":"Predation","level":2,"score":0.05452537536621094}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2401.17405","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.17405","pdf_url":"https://arxiv.org/pdf/2401.17405","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2401.17405","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2401.17405","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":"pmh:oai:arXiv.org:2401.17405","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2401.17405","pdf_url":"https://arxiv.org/pdf/2401.17405","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391462115.pdf","grobid_xml":"https://content.openalex.org/works/W4391462115.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2112918833","https://openalex.org/W2950336551","https://openalex.org/W2117774282","https://openalex.org/W2765875863","https://openalex.org/W2026114242","https://openalex.org/W95038670","https://openalex.org/W2944987764","https://openalex.org/W1498557413","https://openalex.org/W4251248636","https://openalex.org/W4366999925"],"abstract_inverted_index":{"The":[0,121],"multi-agent":[1],"reinforcement":[2,36],"learning":[3,37],"systems":[4,25,38],"(MARL)":[5],"based":[6],"on":[7,35,44],"the":[8,21,29,57,61,66,81,85,89,92,95,102,107,112,116,126,137,142,158,181],"Markov":[9],"decision":[10],"process":[11],"(MDP)":[12],"have":[13],"emerged":[14],"in":[15,53,84],"many":[16],"critical":[17],"applications.":[18],"To":[19],"improve":[20],"robustness/defense":[22],"of":[23,31,78,97,144],"MARL":[24,86],"against":[26],"adversarial":[27,33,45],"attacks,":[28,60,64],"study":[30],"various":[32],"attacks":[34,46,140,155,173],"is":[39],"very":[40],"important.":[41],"Previous":[42],"works":[43],"considered":[47],"some":[48,98],"possible":[49],"features":[50],"to":[51,114,129],"attack":[52,79,83,182],"MDP,":[54],"such":[55],"as":[56],"action":[58],"poisoning":[59,63],"reward":[62],"and":[65,106,149,174],"state":[67,165],"perception":[68,166],"attacks.":[69,167],"In":[70,88],"this":[71],"paper,":[72],"we":[73],"propose":[74],"a":[75],"brand-new":[76],"form":[77],"called":[80],"camouflage":[82,90,139,154,172],"systems.":[87],"attack,":[91],"attackers":[93],"change":[94],"appearances":[96,109,123],"objects":[99,104],"without":[100],"changing":[101],"actual":[103],"themselves;":[105],"camouflaged":[108,122],"may":[110],"look":[111],"same":[113],"all":[115],"targeted":[117],"recipient":[118,127,145],"(victim)":[119],"agents.":[120,146],"can":[124,156],"mislead":[125],"agents":[128],"misguided":[130],"actions.":[131],"We":[132,168],"design":[133],"algorithms":[134],"that":[135,153],"give":[136],"optimal":[138],"minimizing":[141],"rewards":[143],"Our":[147],"numerical":[148],"theoretical":[150],"results":[151],"show":[152],"rival":[157],"more":[159,163],"conventional,":[160],"but":[161],"likely":[162],"difficult":[164],"also":[169],"investigate":[170],"cost-constrained":[171],"showed":[175],"numerically":[176],"how":[177],"cost":[178],"budgets":[179],"affect":[180],"performance.":[183]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
