{"id":"https://openalex.org/W4210444978","doi":"https://doi.org/10.32657/10356/154587","title":"Adversarial robustness of deep reinforcement learning","display_name":"Adversarial robustness of deep reinforcement learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4210444978","doi":"https://doi.org/10.32657/10356/154587"},"language":"en","primary_location":{"id":"doi:10.32657/10356/154587","is_oa":true,"landing_page_url":"https://doi.org/10.32657/10356/154587","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/154587/4/Thesis_XinghuaQU_Signed.pdf","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},"type":"dissertation","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/154587/4/Thesis_XinghuaQU_Signed.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048340011","display_name":"Xinghua Qu","orcid":"https://orcid.org/0000-0001-8072-2019"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Qu, Xinghua","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048340011"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"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/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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9909999966621399,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8144301176071167},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7074074745178223},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6691716909408569},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5770743489265442},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5343735814094543},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.46466171741485596},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3659259080886841},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1836625039577484},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.06070590019226074},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.060368508100509644}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8144301176071167},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7074074745178223},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6691716909408569},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5770743489265442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5343735814094543},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.46466171741485596},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3659259080886841},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1836625039577484},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.06070590019226074},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.060368508100509644},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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":2,"locations":[{"id":"doi:10.32657/10356/154587","is_oa":true,"landing_page_url":"https://doi.org/10.32657/10356/154587","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/154587/4/Thesis_XinghuaQU_Signed.pdf","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/154587","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/154587","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis-Doctor of Philosophy"}],"best_oa_location":{"id":"doi:10.32657/10356/154587","is_oa":true,"landing_page_url":"https://doi.org/10.32657/10356/154587","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/154587/4/Thesis_XinghuaQU_Signed.pdf","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210444978.pdf","grobid_xml":"https://content.openalex.org/works/W4210444978.grobid-xml"},"referenced_works_count":111,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W602128623","https://openalex.org/W1496462336","https://openalex.org/W1573357502","https://openalex.org/W1673923490","https://openalex.org/W1771410628","https://openalex.org/W1945616565","https://openalex.org/W1994867044","https://openalex.org/W2019683663","https://openalex.org/W2040734884","https://openalex.org/W2053171205","https://openalex.org/W2088658556","https://openalex.org/W2090898720","https://openalex.org/W2101097701","https://openalex.org/W2112594540","https://openalex.org/W2112604022","https://openalex.org/W2124267516","https://openalex.org/W2125696348","https://openalex.org/W2145339207","https://openalex.org/W2152790647","https://openalex.org/W2156106639","https://openalex.org/W2160553465","https://openalex.org/W2165428239","https://openalex.org/W2169186423","https://openalex.org/W2173564293","https://openalex.org/W2180612164","https://openalex.org/W2243397390","https://openalex.org/W2257979135","https://openalex.org/W2260756217","https://openalex.org/W2274565976","https://openalex.org/W2516574342","https://openalex.org/W2525778437","https://openalex.org/W2538642367","https://openalex.org/W2556372419","https://openalex.org/W2586101872","https://openalex.org/W2586751528","https://openalex.org/W2595502370","https://openalex.org/W2602963933","https://openalex.org/W2604394466","https://openalex.org/W2605102758","https://openalex.org/W2724169821","https://openalex.org/W2736601468","https://openalex.org/W2739473244","https://openalex.org/W2749928749","https://openalex.org/W2761873684","https://openalex.org/W2765424254","https://openalex.org/W2766447205","https://openalex.org/W2770581177","https://openalex.org/W2773525213","https://openalex.org/W2773691349","https://openalex.org/W2774644650","https://openalex.org/W2775998942","https://openalex.org/W2777449390","https://openalex.org/W2782802862","https://openalex.org/W2798801120","https://openalex.org/W2888985868","https://openalex.org/W2899877675","https://openalex.org/W2904169782","https://openalex.org/W2904346582","https://openalex.org/W2906152891","https://openalex.org/W2911506106","https://openalex.org/W2913770005","https://openalex.org/W2914731160","https://openalex.org/W2925106412","https://openalex.org/W2940009958","https://openalex.org/W2941205169","https://openalex.org/W2942465044","https://openalex.org/W2945924974","https://openalex.org/W2949103145","https://openalex.org/W2951799221","https://openalex.org/W2953082648","https://openalex.org/W2963062382","https://openalex.org/W2963178695","https://openalex.org/W2963857521","https://openalex.org/W2964043796","https://openalex.org/W2964152294","https://openalex.org/W2968800863","https://openalex.org/W2969419629","https://openalex.org/W2972188071","https://openalex.org/W2981862084","https://openalex.org/W2983044655","https://openalex.org/W2986196668","https://openalex.org/W2996343955","https://openalex.org/W2996543462","https://openalex.org/W2996687884","https://openalex.org/W3007869767","https://openalex.org/W3011736333","https://openalex.org/W3037242211","https://openalex.org/W3047311022","https://openalex.org/W3049461753","https://openalex.org/W3094604376","https://openalex.org/W3095883371","https://openalex.org/W3098237412","https://openalex.org/W3103557498","https://openalex.org/W3106412272","https://openalex.org/W3116131084","https://openalex.org/W3130717831","https://openalex.org/W3163399111","https://openalex.org/W4246050513","https://openalex.org/W4250739957","https://openalex.org/W4288029431","https://openalex.org/W4288359148","https://openalex.org/W4289549047","https://openalex.org/W4293545785","https://openalex.org/W4293846201","https://openalex.org/W4294517337","https://openalex.org/W4297803870","https://openalex.org/W4298857966","https://openalex.org/W4298876402","https://openalex.org/W4394662669","https://openalex.org/W4394666657"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Asaithambi":[0],"for":[1],"the":[2,6],"technique":[3],"support":[4],"in":[5],"computational":[7],"intelligence":[8],"lab":[9]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2022-02-08T00:00:00"}
