{"id":"https://openalex.org/W3004704879","doi":"https://doi.org/10.1109/access.2020.2971004","title":"Restricted Region Based Iterative Gradient Method for Non-Targeted Attack","display_name":"Restricted Region Based Iterative Gradient Method for Non-Targeted Attack","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3004704879","doi":"https://doi.org/10.1109/access.2020.2971004","mag":"3004704879"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2971004","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2971004","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08978619.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08978619.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070856186","display_name":"Zhaoquan Gu","orcid":"https://orcid.org/0000-0001-7546-852X"},"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":"Zhaoquan Gu","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7546-852X","affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011383664","display_name":"Weixiong Hu","orcid":"https://orcid.org/0000-0002-5474-991X"},"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":"Weixiong Hu","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5474-991X","affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013905680","display_name":"Chuanjing Zhang","orcid":"https://orcid.org/0000-0003-1503-8274"},"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":"Chuanjing Zhang","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1503-8274","affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350793","display_name":"Le Wang","orcid":"https://orcid.org/0000-0002-3610-9185"},"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":"Le Wang","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3610-9185","affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038265266","display_name":"Chunsheng Zhu","orcid":"https://orcid.org/0000-0001-8041-0197"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunsheng Zhu","raw_affiliation_strings":["PCL Research Center of Networks and Communications, Peng Cheng Laboratory, Shenzhen, China","SUSTech Institute of Future Networks, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8041-0197","affiliations":[{"raw_affiliation_string":"PCL Research Center of Networks and Communications, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"SUSTech Institute of Future Networks, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056608045","display_name":"Zhihong Tian","orcid":"https://orcid.org/0000-0002-9409-5359"},"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":"Zhihong Tian","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9409-5359","affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3911,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67215051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"25262","last_page":"25271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9154000282287598,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8030365705490112},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7589172124862671},{"id":"https://openalex.org/keywords/iterated-function","display_name":"Iterated function","score":0.6186456680297852},{"id":"https://openalex.org/keywords/transferability","display_name":"Transferability","score":0.6150006651878357},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5567679405212402},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5542654991149902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4986259937286377},{"id":"https://openalex.org/keywords/iterative-and-incremental-development","display_name":"Iterative and incremental development","score":0.48128074407577515},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4706781506538391},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.44179460406303406},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44117239117622375},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4308352470397949},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.42973199486732483},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4194621741771698},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36684444546699524},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3625027537345886},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13493916392326355},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12584426999092102}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8030365705490112},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7589172124862671},{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.6186456680297852},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.6150006651878357},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5567679405212402},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5542654991149902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4986259937286377},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.48128074407577515},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4706781506538391},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.44179460406303406},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44117239117622375},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4308352470397949},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.42973199486732483},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4194621741771698},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36684444546699524},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3625027537345886},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13493916392326355},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12584426999092102},{"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/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2971004","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2971004","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08978619.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d9e48f2e199f459e8aeb905528191e24","is_oa":true,"landing_page_url":"https://doaj.org/article/d9e48f2e199f459e8aeb905528191e24","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":"IEEE Access, Vol 8, Pp 25262-25271 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2971004","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2971004","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08978619.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G1365325754","display_name":null,"funder_award_id":"PCL2018KP001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2582720763","display_name":null,"funder_award_id":"61902082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3599181934","display_name":null,"funder_award_id":"U1636215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G986339854","display_name":"\u793e\u4ea4\u5316\u641c\u7d22\u6280\u672f\u7814\u7a76","funder_award_id":"61572492","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3004704879.pdf","grobid_xml":"https://content.openalex.org/works/W3004704879.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W1673923490","https://openalex.org/W1686810756","https://openalex.org/W1883420340","https://openalex.org/W1945616565","https://openalex.org/W2180612164","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2243397390","https://openalex.org/W2302255633","https://openalex.org/W2408141691","https://openalex.org/W2535873859","https://openalex.org/W2543927648","https://openalex.org/W2561498661","https://openalex.org/W2570685808","https://openalex.org/W2603766943","https://openalex.org/W2604505099","https://openalex.org/W2612637113","https://openalex.org/W2613632049","https://openalex.org/W2727966874","https://openalex.org/W2736899637","https://openalex.org/W2746600820","https://openalex.org/W2765424254","https://openalex.org/W2774644650","https://openalex.org/W2775033655","https://openalex.org/W2782017896","https://openalex.org/W2798302089","https://openalex.org/W2904760137","https://openalex.org/W2905311601","https://openalex.org/W2907369926","https://openalex.org/W2962847335","https://openalex.org/W2963143631","https://openalex.org/W2963273426","https://openalex.org/W2963389226","https://openalex.org/W2963542245","https://openalex.org/W2963744840","https://openalex.org/W2963857521","https://openalex.org/W2964082701","https://openalex.org/W2964175514","https://openalex.org/W2964331270","https://openalex.org/W2964350391","https://openalex.org/W2969664989","https://openalex.org/W2971076825","https://openalex.org/W3103557498","https://openalex.org/W3106412272","https://openalex.org/W4289305644","https://openalex.org/W4293529028","https://openalex.org/W4293846201","https://openalex.org/W6637162671","https://openalex.org/W6637373629","https://openalex.org/W6639568328","https://openalex.org/W6640425456","https://openalex.org/W6685943642","https://openalex.org/W6687483927","https://openalex.org/W6694260854","https://openalex.org/W6698183232","https://openalex.org/W6714069269","https://openalex.org/W6719080892","https://openalex.org/W6726114608","https://openalex.org/W6729756640","https://openalex.org/W6731039222","https://openalex.org/W6731927902","https://openalex.org/W6738157205","https://openalex.org/W6738693630","https://openalex.org/W6739868092","https://openalex.org/W6740446203","https://openalex.org/W6741036071","https://openalex.org/W6747374261","https://openalex.org/W6748475379","https://openalex.org/W6753468839","https://openalex.org/W6755892230","https://openalex.org/W6767341848"],"related_works":["https://openalex.org/W3093871791","https://openalex.org/W2408141691","https://openalex.org/W4366256806","https://openalex.org/W2997056298","https://openalex.org/W4390143068","https://openalex.org/W4312601715","https://openalex.org/W4377865163","https://openalex.org/W4392828243","https://openalex.org/W4312822655","https://openalex.org/W3157170264"],"abstract_inverted_index":{"Neural":[0],"networks":[1],"have":[2,19],"been":[3,20],"widely":[4],"applied":[5],"but":[6],"they":[7,23,108],"are":[8],"still":[9],"vulnerable":[10],"to":[11,28,34,60,74,121,133],"adversarial":[12,36,58,123],"examples.":[13],"More":[14],"and":[15,22,107,141],"more":[16,91],"defense":[17,63,155],"models":[18,64],"proposed":[21,139],"can":[24,148],"resist":[25],"the":[26,29,43,80,87,93,98,114,135,138,142],"attacks":[27],"neural":[30],"networks.":[31],"In":[32,112],"order":[33],"generate":[35,122],"examples":[37,59,124],"with":[38,125],"good":[39,110,126,150],"transferability,":[40],"we":[41,83,102,129],"propose":[42],"restricted":[44],"region":[45,89],"based":[46],"iterative":[47],"gradient":[48],"method":[49,147],"(RRI-GM)":[50],"for":[51,118],"non-targeted":[52],"attack,":[53],"which":[54],"aims":[55],"at":[56],"generating":[57],"make":[61],"black-box":[62,154],"output":[65],"wrong":[66],"decision.":[67],"We":[68],"first":[69],"use":[70,103],"object":[71],"detection":[72],"algorithm":[73],"restrict":[75],"some":[76],"key":[77,88],"regions":[78],"in":[79,86],"images,":[81],"since":[82],"regard":[84],"perturbation":[85],"affects":[90],"than":[92],"whole":[94],"image.":[95],"To":[96],"improve":[97],"efficiency":[99],"of":[100,137],"attacks,":[101],"gradient-based":[104],"attack":[105,151],"methods":[106],"show":[109,144],"performance.":[111],"addition,":[113],"process":[115],"is":[116],"iterated":[117],"multiple":[119],"rounds":[120],"transferability.":[127],"Furthermore,":[128],"conduct":[130],"extensive":[131],"experiments":[132],"validate":[134],"effectiveness":[136],"method,":[140],"results":[143],"that":[145],"our":[146],"achieve":[149],"performance":[152],"against":[153],"models.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
