{"id":"https://openalex.org/W4413221382","doi":"https://doi.org/10.3390/e27080847","title":"The Synergistic Effects of Structural Evolution and Attack Strategies on Network Matching Robustness","display_name":"The Synergistic Effects of Structural Evolution and Attack Strategies on Network Matching Robustness","publication_year":2025,"publication_date":"2025-08-09","ids":{"openalex":"https://openalex.org/W4413221382","doi":"https://doi.org/10.3390/e27080847","pmid":"https://pubmed.ncbi.nlm.nih.gov/40870319"},"language":"en","primary_location":{"id":"doi:10.3390/e27080847","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27080847","pdf_url":"https://www.mdpi.com/1099-4300/27/8/847/pdf?version=1754730380","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/27/8/847/pdf?version=1754730380","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101929756","display_name":"Na Xu","orcid":"https://orcid.org/0000-0003-4038-1410"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I154338468","display_name":"University of Fribourg","ror":"https://ror.org/022fs9h90","country_code":"CH","type":"education","lineage":["https://openalex.org/I154338468"]}],"countries":["CH","CN"],"is_corresponding":false,"raw_author_name":"Xu Na","raw_affiliation_strings":["Department of Physics, University of Fribourg, 1700 Fribourg, Switzerland","Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":"https://orcid.org/0000-0003-4038-1410","affiliations":[{"raw_affiliation_string":"Department of Physics, University of Fribourg, 1700 Fribourg, Switzerland","institution_ids":["https://openalex.org/I154338468"]},{"raw_affiliation_string":"Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113778788","display_name":"Junying Cui","orcid":"https://orcid.org/0009-0006-0307-5800"},"institutions":[{"id":"https://openalex.org/I154338468","display_name":"University of Fribourg","ror":"https://ror.org/022fs9h90","country_code":"CH","type":"education","lineage":["https://openalex.org/I154338468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Junying Cui","raw_affiliation_strings":["Department of Physics, University of Fribourg, 1700 Fribourg, Switzerland"],"raw_orcid":"https://orcid.org/0009-0006-0307-5800","affiliations":[{"raw_affiliation_string":"Department of Physics, University of Fribourg, 1700 Fribourg, Switzerland","institution_ids":["https://openalex.org/I154338468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102008931","display_name":"Chang Su","orcid":"https://orcid.org/0009-0006-1895-9000"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Su","raw_affiliation_strings":["Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":"https://orcid.org/0009-0006-1895-9000","affiliations":[{"raw_affiliation_string":"Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034595624","display_name":"Shi\u2010Min Cai","orcid":"https://orcid.org/0000-0002-2089-5150"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shimin Cai","raw_affiliation_strings":["School of Computer Science and Engineering (School of Cyber Security), University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":"https://orcid.org/0000-0002-2089-5150","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering (School of Cyber Security), University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000969982","display_name":"Linyuan L\u00fc","orcid":"https://orcid.org/0000-0002-2156-0432"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Linyuan L\u00fc","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China, Hefei 230026, China"],"raw_orcid":"https://orcid.org/0000-0002-2156-0432","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China, Hefei 230026, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000969982"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12764356,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":"8","first_page":"847","last_page":"847"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9740999937057495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7697539329528809},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6430208683013916},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.5234505534172058},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.5090010166168213},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.4714081287384033},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4479767084121704},{"id":"https://openalex.org/keywords/scale-free-network","display_name":"Scale-free network","score":0.4325242340564728},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3853371739387512},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3517400026321411},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3348273038864136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27627772092819214}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7697539329528809},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6430208683013916},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.5234505534172058},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.5090010166168213},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.4714081287384033},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4479767084121704},{"id":"https://openalex.org/C25580894","wikidata":"https://www.wikidata.org/wiki/Q1071058","display_name":"Scale-free network","level":3,"score":0.4325242340564728},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3853371739387512},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3517400026321411},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3348273038864136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27627772092819214},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/e27080847","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27080847","pdf_url":"https://www.mdpi.com/1099-4300/27/8/847/pdf?version=1754730380","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:40870319","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40870319","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:79f233b6553343df9eb23f2ae5297636","is_oa":true,"landing_page_url":"https://doaj.org/article/79f233b6553343df9eb23f2ae5297636","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 27, Iss 8, p 847 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11193179","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12385494","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e27080847","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27080847","pdf_url":"https://www.mdpi.com/1099-4300/27/8/847/pdf?version=1754730380","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8600000143051147}],"awards":[{"id":"https://openalex.org/G2623300173","display_name":null,"funder_award_id":"2022ZD0211400","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2659616207","display_name":null,"funder_award_id":"T2293771","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5240398426","display_name":null,"funder_award_id":"62306191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6059964893","display_name":null,"funder_award_id":"STI 2030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8874227208","display_name":null,"funder_award_id":"Nos. T2293771","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413221382.pdf","grobid_xml":"https://content.openalex.org/works/W4413221382.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1968164782","https://openalex.org/W1995875735","https://openalex.org/W2008620264","https://openalex.org/W2061026255","https://openalex.org/W2083601142","https://openalex.org/W2085761620","https://openalex.org/W2087782348","https://openalex.org/W2100119435","https://openalex.org/W2105591913","https://openalex.org/W2115442086","https://openalex.org/W2117688908","https://openalex.org/W2133131640","https://openalex.org/W2136923025","https://openalex.org/W2145583010","https://openalex.org/W2151866568","https://openalex.org/W2316807176","https://openalex.org/W2341112116","https://openalex.org/W2409704060","https://openalex.org/W2539027985","https://openalex.org/W2617669005","https://openalex.org/W2746696930","https://openalex.org/W2784007581","https://openalex.org/W2792349922","https://openalex.org/W2910147448","https://openalex.org/W2917077608","https://openalex.org/W2936268465","https://openalex.org/W2944707720","https://openalex.org/W2963797877","https://openalex.org/W2991067515","https://openalex.org/W2991320323","https://openalex.org/W3000238994","https://openalex.org/W3003328924","https://openalex.org/W3034343267","https://openalex.org/W3103967557","https://openalex.org/W3111258566","https://openalex.org/W3127314060","https://openalex.org/W3136687487","https://openalex.org/W3157186187","https://openalex.org/W3169882126","https://openalex.org/W3195446266","https://openalex.org/W4200130410","https://openalex.org/W4291891054","https://openalex.org/W4321380739","https://openalex.org/W4388750673","https://openalex.org/W4390675566","https://openalex.org/W4398760074","https://openalex.org/W4403686219","https://openalex.org/W6631440308","https://openalex.org/W6794529294"],"related_works":["https://openalex.org/W2567825307","https://openalex.org/W1592682627","https://openalex.org/W4295762832","https://openalex.org/W2945016732","https://openalex.org/W2785998768","https://openalex.org/W2371352078","https://openalex.org/W2362975861","https://openalex.org/W2804963084","https://openalex.org/W1982442837","https://openalex.org/W2912240081"],"abstract_inverted_index":{"Research":[0],"on":[1,7,113,155,245,259,272],"network":[2,34,114,161,177,231,260,270,284,298],"robustness":[3,233,274,286],"has":[4,66],"long":[5],"focused":[6],"changes":[8],"in":[9,45,234],"the":[10,23,29,33,42,82,88,104,131,150,167,171,195,214,219,249,252,256,281],"structure":[11,271],"connectivity":[12],"of":[13,25,32,90,107,170,184,197,255,266,283],"networks":[14,58,61,74,96],"under":[15],"attacks,":[16],"effectively":[17],"depicting":[18],"structural":[19,108,121,127,227],"integrity":[20],"while":[21],"ignoring":[22],"exploration":[24],"functional":[26],"integrity.":[27],"When":[28,144,163],"core":[30],"path":[31,199],"is":[35],"attacked,":[36],"even":[37],"if":[38],"it":[39],"remains":[40],"connected,":[41],"rapid":[43],"increase":[44],"energy":[46,91,135,153,217],"consumption":[47],"may":[48],"still":[49],"trigger":[50],"systematic":[51],"risks.":[52],"Existing":[53],"studies":[54],"mainly":[55],"use":[56],"random":[57,142,176],"and":[59,97,110,191,203,218,269,287],"scale-free":[60,160],"as":[62],"comparative":[63],"models,":[64],"which":[65],"become":[67],"a":[68,120,126,156,235,289],"classic":[69],"research":[70,279],"paradigm.":[71],"However,":[72],"real-world":[73],"often":[75],"exhibit":[76],"mixed":[77],"topological":[78,139],"features.":[79,143,162,178],"To":[80],"address":[81],"above":[83],"issues,":[84],"this":[85],"paper":[86],"introduces":[87],"concept":[89],"from":[92,138],"physics":[93],"into":[94],"bipartite":[95],"establishes":[98],"an":[99],"evaluation":[100,212],"framework":[101],"for":[102,292],"assessing":[103],"synergistic":[105,253,264],"effects":[106,254,265],"evolution":[109,128,228],"attack":[111,186,239],"strategies":[112,240],"matching":[115,134,152,216,220,232,246,261,273,285],"robustness.":[116,247,262],"We":[117,179],"first":[118],"introduce":[119],"parameter":[122],"u":[123,145,164],"to":[124,141,175,296],"construct":[125,210],"model,":[129],"where":[130],"network\u2019s":[132],"minimal":[133,151],"distribution":[136,169],"evolves":[137],"heterogeneity":[140],"approaches":[146,165],"0,":[147],"edges":[148,173],"with":[149],"concentrate":[154],"few":[157],"candidates,":[158],"manifesting":[159],"1,":[166],"uniform":[168,201],"minimum-matching-energy":[172],"corresponds":[174],"then":[180],"design":[181],"three":[182],"types":[183],"edge":[185],"strategies\u2014minimum-energy":[187],"(min-E),":[188],"random-energy":[189],"(ran-E),":[190],"maximum-energy":[192],"(max-E)":[193],"attacks\u2014simulating":[194],"impacts":[196],"critical":[198],"destruction,":[200],"perturbation,":[202],"redundancy":[204,267],"removal,":[205],"respectively.":[206],"In":[207],"addition,":[208],"we":[209],"two":[211,257],"indicators,":[213],"average":[215],"retention":[221],"rate.":[222],"The":[223,263,278],"results":[224],"show":[225],"that":[226],"significantly":[229],"affects":[230],"nonlinear":[236],"manner.":[237],"Different":[238],"also":[241,276],"exert":[242],"different":[243],"influence":[244],"Furthermore,":[248],"findings":[250],"reveal":[251],"factors":[258],"capacity":[268],"are":[275],"explored.":[277],"deepens":[280],"understanding":[282],"provides":[288],"theoretical":[290],"basis":[291],"resource":[293],"allocation":[294],"systems":[295],"combat":[297],"attacks.":[299]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
