{"id":"https://openalex.org/W3086574334","doi":"https://doi.org/10.1155/2020/3680518","title":"Attack-Defense Game between Malicious Programs and Energy-Harvesting Wireless Sensor Networks Based on Epidemic Modeling","display_name":"Attack-Defense Game between Malicious Programs and Energy-Harvesting Wireless Sensor Networks Based on Epidemic Modeling","publication_year":2020,"publication_date":"2020-09-14","ids":{"openalex":"https://openalex.org/W3086574334","doi":"https://doi.org/10.1155/2020/3680518","mag":"3086574334"},"language":"en","primary_location":{"id":"doi:10.1155/2020/3680518","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/3680518","pdf_url":null,"source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://doi.org/10.1155/2020/3680518","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076706292","display_name":"Guiyun Liu","orcid":"https://orcid.org/0000-0002-4830-8878"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiyun Liu","raw_affiliation_strings":["School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033744433","display_name":"Baihao Peng","orcid":"https://orcid.org/0000-0002-1280-1951"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Baihao Peng","raw_affiliation_strings":["School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074112740","display_name":"Xiaojing Zhong","orcid":"https://orcid.org/0000-0002-7467-031X"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojing Zhong","raw_affiliation_strings":["School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060734048","display_name":"Lefeng Cheng","orcid":"https://orcid.org/0000-0002-7007-7535"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lefeng Cheng","raw_affiliation_strings":["School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071627941","display_name":"Zhifu Li","orcid":"https://orcid.org/0000-0002-0382-7180"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifu Li","raw_affiliation_strings":["School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electric Engineering, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033744433"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":1.6173,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85072408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9890000224113464,"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"}},"topics":[{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9890000224113464,"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"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9803000092506409,"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"}},{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9757000207901001,"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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6402295827865601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5892702341079712},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5667890906333923},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4549438953399658},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.41824227571487427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3271241784095764},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32278528809547424},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2469119429588318},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22506266832351685},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.187339186668396},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13908135890960693}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6402295827865601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5892702341079712},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5667890906333923},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4549438953399658},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.41824227571487427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3271241784095764},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32278528809547424},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2469119429588318},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22506266832351685},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.187339186668396},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13908135890960693}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2020/3680518","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/3680518","pdf_url":null,"source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:3680518","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2020/3680518.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:b272411202984494a238546518a4e715","is_oa":true,"landing_page_url":"https://doaj.org/article/b272411202984494a238546518a4e715","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2020/3680518","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/3680518","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"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":"Research Article"}],"best_oa_location":{"id":"doi:10.1155/2020/3680518","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/3680518","pdf_url":null,"source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1985262864","https://openalex.org/W2008588420","https://openalex.org/W2022101730","https://openalex.org/W2080066817","https://openalex.org/W2109148997","https://openalex.org/W2112877738","https://openalex.org/W2118847774","https://openalex.org/W2120588284","https://openalex.org/W2381082701","https://openalex.org/W2481872069","https://openalex.org/W2573648581","https://openalex.org/W2608634483","https://openalex.org/W2765509587","https://openalex.org/W2805395947","https://openalex.org/W2889364826","https://openalex.org/W2896267175","https://openalex.org/W2901964510","https://openalex.org/W2946731680","https://openalex.org/W2969176487","https://openalex.org/W2972558822","https://openalex.org/W2991105235","https://openalex.org/W3006064733","https://openalex.org/W3008058795","https://openalex.org/W3008414148","https://openalex.org/W3011665186","https://openalex.org/W3034008850","https://openalex.org/W3040250066"],"related_works":["https://openalex.org/W1975451135","https://openalex.org/W3148968234","https://openalex.org/W2890570089","https://openalex.org/W2989915292","https://openalex.org/W2295628284","https://openalex.org/W145760256","https://openalex.org/W2028086369","https://openalex.org/W2123841989","https://openalex.org/W2129477171","https://openalex.org/W2110892966"],"abstract_inverted_index":{"As":[0,22],"energy-harvesting":[1],"wireless":[2],"sensor":[3,30,86],"networks":[4,37],"(EHWSNs)":[5],"are":[6],"increasingly":[7],"integrated":[8],"with":[9,71,131,145,153],"all":[10],"walks":[11],"of":[12,44,59,85,92,143,181],"life,":[13],"their":[14],"security":[15,49],"problems":[16],"have":[17],"gradually":[18],"become":[19],"hot":[20],"issues.":[21],"an":[23,102],"attack":[24,29],"means,":[25],"malicious":[26,94],"programs":[27,95],"often":[28],"nodes":[31,87],"in":[32,35,48],"critical":[33],"locations":[34],"the":[36,45,53,57,82,89,117,124,129,136,154,159,179],"to":[38],"cause":[39],"paralysis":[40],"and":[41,56,88,135,183,186],"information":[42],"leakage":[43],"networks,":[46],"resulting":[47],"risks.":[50],"Based":[51,115],"on":[52,116,128,190],"previous":[54],"works":[55],"introduction":[58],"solar":[60,72,132,146,170],"charging,":[61],"we":[62,167,176],"proposed":[63],"a":[64],"novel":[65],"model,":[66],"namely,":[67],"Susceptible-Infected-Low":[68],"(energy)-Recovered-Dead":[69,107],"(SILRD)":[70],"energy":[73,133,147],"harvesters.":[74],"Meanwhile,":[75],"this":[76,121],"paper":[77,122],"takes":[78],"Logistic":[79],"Growth":[80],"as":[81],"drop":[83],"rate":[84,91],"infection":[90],"multitype":[93],"under":[96],"nonlinear":[97],"condition":[98],"into":[99],"consideration.":[100],"Finally,":[101],"<mml:math":[103,137,191],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[104,109,138,192],"id=\"M1\"><mml:mi":[105],"mathvariant=\"normal\">\u039b</mml:mi></mml:math>-Susceptible-Infected-Low":[106],"(<mml:math":[108],"id=\"M2\"><mml:mi":[110],"mathvariant=\"normal\">\u039b</mml:mi></mml:math>SILRD)":[111],"model":[112],"is":[113,172],"proposed.":[114],"Pontryagin":[118],"Maximum":[119],"Principle,":[120],"proposes":[123],"optimal":[125],"strategies":[126],"based":[127],"SILRD":[130,144],"harvesters":[134,148],"id=\"M3\"><mml:mi":[139],"mathvariant=\"normal\">\u039b</mml:mi></mml:math>SILRD.":[140],"The":[141],"effectiveness":[142],"was":[149],"demonstrated":[150],"by":[151,162],"comparison":[152],"general":[155],"epidemic":[156],"model.":[157,195],"At":[158],"same":[160],"time,":[161],"analyzing":[163],"different":[164],"charging":[165,171],"strategies,":[166],"conclude":[168],"that":[169],"highly":[173],"efficient.":[174],"Moreover,":[175],"further":[177],"analyze":[178],"influence":[180],"controllable":[182],"uncontrollable":[184],"input":[185],"various":[187],"node":[188],"degrees":[189],"id=\"M4\"><mml:mi":[193],"mathvariant=\"normal\">\u039b</mml:mi></mml:math>SILRD":[194]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
