{"id":"https://openalex.org/W3196273218","doi":"https://doi.org/10.1155/2021/8848473","title":"An Adaptive IP Hopping Approach for Moving Target Defense Using a Light-Weight CNN Detector","display_name":"An Adaptive IP Hopping Approach for Moving Target Defense Using a Light-Weight CNN Detector","publication_year":2021,"publication_date":"2021-08-10","ids":{"openalex":"https://openalex.org/W3196273218","doi":"https://doi.org/10.1155/2021/8848473","mag":"3196273218"},"language":"en","primary_location":{"id":"doi:10.1155/2021/8848473","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8848473","pdf_url":"https://downloads.hindawi.com/journals/scn/2021/8848473.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"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":"Security and Communication Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/scn/2021/8848473.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101762087","display_name":"Xiaoyu Xu","orcid":"https://orcid.org/0000-0002-1289-6073"},"institutions":[{"id":"https://openalex.org/I4210119388","display_name":"Zhejiang Science and Technology Information Institute","ror":"https://ror.org/02rzte064","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210119388"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyu Xu","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou 450001, China","Zhengzhou Information Science and Technology Institute, Zhengzhou 450001, China"],"raw_orcid":"https://orcid.org/0000-0002-1289-6073","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou 450001, China","institution_ids":[]},{"raw_affiliation_string":"Zhengzhou Information Science and Technology Institute, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I4210119388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100652568","display_name":"Hao Hu","orcid":"https://orcid.org/0000-0003-4888-6368"},"institutions":[{"id":"https://openalex.org/I4210119388","display_name":"Zhejiang Science and Technology Information Institute","ror":"https://ror.org/02rzte064","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210119388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Hu","raw_affiliation_strings":["Zhengzhou Information Science and Technology Institute, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou Information Science and Technology Institute, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I4210119388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100672380","display_name":"Yuling Liu","orcid":"https://orcid.org/0000-0001-8018-8020"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuling Liu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, China","School of Cyber Security, University of Chinese Academy of Sciences, Beijing 101408, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing 101408, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100671916","display_name":"Hongqi Zhang","orcid":"https://orcid.org/0000-0003-4992-5285"},"institutions":[{"id":"https://openalex.org/I4210119388","display_name":"Zhejiang Science and Technology Information Institute","ror":"https://ror.org/02rzte064","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210119388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongqi Zhang","raw_affiliation_strings":["Zhengzhou Information Science and Technology Institute, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou Information Science and Technology Institute, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I4210119388"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062329950","display_name":"Dexian Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119388","display_name":"Zhejiang Science and Technology Information Institute","ror":"https://ror.org/02rzte064","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210119388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dexian Chang","raw_affiliation_strings":["Zhengzhou Information Science and Technology Institute, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou Information Science and Technology Institute, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I4210119388"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101762087"],"corresponding_institution_ids":["https://openalex.org/I4210119388"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":1.975,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.86831451,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9995999932289124,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.8646723031997681},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.609063982963562},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6026797294616699},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5955433249473572},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5475803017616272},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.5378891825675964},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4686623811721802},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4106454849243164},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38593819737434387},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34055203199386597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2452262043952942},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1579376459121704},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14325228333473206},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08937132358551025}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8646723031997681},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.609063982963562},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6026797294616699},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5955433249473572},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5475803017616272},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.5378891825675964},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4686623811721802},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4106454849243164},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38593819737434387},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34055203199386597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2452262043952942},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1579376459121704},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14325228333473206},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08937132358551025}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/8848473","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8848473","pdf_url":"https://downloads.hindawi.com/journals/scn/2021/8848473.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"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":"Security and Communication Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2c79649296624cabb684c9e77af0adb0","is_oa":false,"landing_page_url":"https://doaj.org/article/2c79649296624cabb684c9e77af0adb0","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Security and Communication Networks, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/8848473","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8848473","pdf_url":"https://downloads.hindawi.com/journals/scn/2021/8848473.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"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":"Security and Communication Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G1141625245","display_name":null,"funder_award_id":"2019QY1303","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G42976074","display_name":null,"funder_award_id":"61902427","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4644438387","display_name":null,"funder_award_id":"131PLJRC644","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5999240610","display_name":null,"funder_award_id":"61902427","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6227477550","display_name":null,"funder_award_id":"2019QY1301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6836145329","display_name":null,"funder_award_id":"131PLJRC644","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7560015202","display_name":null,"funder_award_id":"2019QY1303","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G797227727","display_name":null,"funder_award_id":"2019QY1301","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8895969536","display_name":null,"funder_award_id":"61802404","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3196273218.pdf","grobid_xml":"https://content.openalex.org/works/W3196273218.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1529923522","https://openalex.org/W1612694023","https://openalex.org/W1665214252","https://openalex.org/W1789057254","https://openalex.org/W1979091937","https://openalex.org/W1995327224","https://openalex.org/W1999588868","https://openalex.org/W2006861272","https://openalex.org/W2056470605","https://openalex.org/W2060003276","https://openalex.org/W2092383352","https://openalex.org/W2115691067","https://openalex.org/W2136005005","https://openalex.org/W2142755671","https://openalex.org/W2147118406","https://openalex.org/W2162308987","https://openalex.org/W2170482397","https://openalex.org/W2324336707","https://openalex.org/W2388109147","https://openalex.org/W2492643854","https://openalex.org/W2494110282","https://openalex.org/W2544192189","https://openalex.org/W2548550310","https://openalex.org/W2551139934","https://openalex.org/W2586923975","https://openalex.org/W2606004785","https://openalex.org/W2618565307","https://openalex.org/W2799941355","https://openalex.org/W2895859872","https://openalex.org/W2898211994","https://openalex.org/W2907753699","https://openalex.org/W2919115771","https://openalex.org/W2943967631","https://openalex.org/W2944620206","https://openalex.org/W2953384591","https://openalex.org/W2953788029","https://openalex.org/W2973702125","https://openalex.org/W2974563428","https://openalex.org/W2996903041","https://openalex.org/W3006761813","https://openalex.org/W4288358460","https://openalex.org/W4295774880","https://openalex.org/W4297779039","https://openalex.org/W6650092209","https://openalex.org/W6664954776","https://openalex.org/W6665580440","https://openalex.org/W6713134421","https://openalex.org/W6762337235"],"related_works":["https://openalex.org/W2765763546","https://openalex.org/W4386482731","https://openalex.org/W4385302085","https://openalex.org/W2360429410","https://openalex.org/W4390188535","https://openalex.org/W4256682929","https://openalex.org/W335511927","https://openalex.org/W2471811227","https://openalex.org/W2039821316","https://openalex.org/W2388081684"],"abstract_inverted_index":{"Scanning":[0],"attack":[1,26,30,191],"is":[2,31,95,106,121,152,208],"normally":[3],"the":[4,104,119,135,161,185,205,217],"first":[5],"step":[6],"of":[7,19,87,103,118,204,213],"many":[8],"other":[9,214],"network":[10,43,62,83],"attacks":[11,195],"such":[12],"as":[13],"DDoS":[14],"and":[15,22,91,112,192],"propagation":[16],"worm.":[17],"Because":[18],"easy":[20],"implementation":[21],"high":[23],"returns,":[24],"scanning":[25,29,50,99,190],"especially":[27],"cooperative":[28],"widely":[32],"used":[33,122],"by":[34,144],"hackers,":[35],"which":[36,196],"has":[37],"become":[38],"a":[39,79,92,145,155],"serious":[40],"threat":[41],"to":[42,47,70,73,97,123,129,154,159,168,188],"security.":[44],"In":[45,68,127],"order":[46,69,128],"defend":[48],"against":[49],"attack,":[51],"this":[52],"paper":[53],"proposes":[54],"an":[55],"adaptive":[56],"IP":[57,125,138],"hopping":[58,139,157],"in":[59,76],"software":[60],"defined":[61],"for":[63,134],"moving":[64],"target":[65],"defense":[66,186],"(MTD).":[67],"accurately":[71],"respond":[72],"attacker\u2019s":[74],"behavior":[75,166],"real":[77,169],"time,":[78],"light-weight":[80],"convolutional":[81,89],"neural":[82],"(CNN)":[84],"detector":[85,105,120],"composed":[86],"three":[88],"modules":[90],"judgment":[93],"module":[94],"proposed":[96,180,206,218],"sense":[98],"attack.":[100,171],"Input":[101],"data":[102,113],"generated":[107],"via":[108],"designed":[109],"packets":[110],"sampling":[111],"preprocess.":[114],"The":[115,148],"detection":[116],"result":[117],"trigger":[124],"hopping.":[126],"provide":[130],"some":[131],"fault":[132],"tolerance":[133],"CNN":[136,149],"detector,":[137],"can":[140,182],"also":[141,209],"be":[142],"triggered":[143],"preset":[146],"timer.":[147],"driving":[150],"adaptability":[151],"applied":[153],"three-level":[156],"strategy":[158],"make":[160],"MTD":[162],"system":[163,222],"optimize":[164],"its":[165,193],"according":[167],"time":[170],"Experiments":[172],"show":[173],"that":[174,212],"compared":[175],"with":[176],"existing":[177],"technologies,":[178],"our":[179],"method":[181,207,219],"significantly":[183],"improve":[184],"effect":[187],"mitigate":[189],"subsequent":[194],"are":[197],"based":[198],"on":[199],"hit":[200],"list.":[201],"Hopping":[202],"frequency":[203],"lower":[210,221],"than":[211],"methods,":[215],"so":[216],"shows":[220],"overhead.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
