{"id":"https://openalex.org/W3216683580","doi":"https://doi.org/10.1109/tkde.2021.3130903","title":"Adversarial Attacks Against Deep Generative Models on Data: A Survey","display_name":"Adversarial Attacks Against Deep Generative Models on Data: A Survey","publication_year":2021,"publication_date":"2021-11-26","ids":{"openalex":"https://openalex.org/W3216683580","doi":"https://doi.org/10.1109/tkde.2021.3130903","mag":"3216683580"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2021.3130903","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tkde.2021.3130903","pdf_url":"https://ieeexplore.ieee.org/ielx7/69/10063074/09627776.pdf","source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/69/10063074/09627776.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023380585","display_name":"Hui Sun","orcid":"https://orcid.org/0000-0001-9251-4196"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui Sun","raw_affiliation_strings":["China University of Geosciences, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Geosciences, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101870553","display_name":"Tianqing Zhu","orcid":"https://orcid.org/0000-0003-0702-7102"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianqing Zhu","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-0702-7102","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085865846","display_name":"Zhiqiu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiu Zhang","raw_affiliation_strings":["China University of Geosciences, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Geosciences, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016193325","display_name":"Dawei Jin","orcid":"https://orcid.org/0000-0002-5922-2746"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Jin","raw_affiliation_strings":["Zhongnan University of Economy and Law, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-5922-2746","affiliations":[{"raw_affiliation_string":"Zhongnan University of Economy and Law, Hubei, China","institution_ids":["https://openalex.org/I158934434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001177870","display_name":"Ping Xiong","orcid":"https://orcid.org/0000-0003-3289-3061"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Xiong","raw_affiliation_strings":["Zhongnan University of Economy and Law, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhongnan University of Economy and Law, Hubei, China","institution_ids":["https://openalex.org/I158934434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051406984","display_name":"Wanlei Zhou","orcid":"https://orcid.org/0000-0002-1680-2521"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Wanlei Zhou","raw_affiliation_strings":["City University of Macau, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023380585"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":6.1562,"has_fulltext":true,"cited_by_count":84,"citation_normalized_percentile":{"value":0.96958558,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"35","issue":"4","first_page":"3367","last_page":"3388"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.991100013256073,"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":0.7972522377967834},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7337278723716736},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5200133323669434},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4969055950641632},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4648538827896118},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4610532820224762},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36030811071395874},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.34302079677581787},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3205825686454773},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1012110710144043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7972522377967834},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7337278723716736},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5200133323669434},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4969055950641632},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4648538827896118},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4610532820224762},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36030811071395874},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.34302079677581787},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3205825686454773},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1012110710144043}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tkde.2021.3130903","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tkde.2021.3130903","pdf_url":"https://ieeexplore.ieee.org/ielx7/69/10063074/09627776.pdf","source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2112.00247","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.00247","pdf_url":"https://arxiv.org/pdf/2112.00247","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"doi:10.1109/tkde.2021.3130903","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tkde.2021.3130903","pdf_url":"https://ieeexplore.ieee.org/ielx7/69/10063074/09627776.pdf","source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5400000214576721,"display_name":"Reduced inequalities"},{"id":"https://metadata.un.org/sdg/16","score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1339902361","display_name":null,"funder_award_id":"61972366","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/W3216683580.pdf","grobid_xml":"https://content.openalex.org/works/W3216683580.grobid-xml"},"referenced_works_count":201,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W179875071","https://openalex.org/W639708223","https://openalex.org/W1486587973","https://openalex.org/W1518997799","https://openalex.org/W1589259707","https://openalex.org/W1663984431","https://openalex.org/W1673923490","https://openalex.org/W1945616565","https://openalex.org/W1959608418","https://openalex.org/W2019759670","https://openalex.org/W2027595342","https://openalex.org/W2051267297","https://openalex.org/W2095705004","https://openalex.org/W2099471712","https://openalex.org/W2112507308","https://openalex.org/W2114013702","https://openalex.org/W2125389028","https://openalex.org/W2125908420","https://openalex.org/W2194775991","https://openalex.org/W2243397390","https://openalex.org/W2284050935","https://openalex.org/W2520707650","https://openalex.org/W2535690855","https://openalex.org/W2541884796","https://openalex.org/W2557044351","https://openalex.org/W2559944883","https://openalex.org/W2565516711","https://openalex.org/W2570343428","https://openalex.org/W2572504188","https://openalex.org/W2581637843","https://openalex.org/W2591602089","https://openalex.org/W2592929672","https://openalex.org/W2594311007","https://openalex.org/W2594717275","https://openalex.org/W2604776663","https://openalex.org/W2604918751","https://openalex.org/W2608178897","https://openalex.org/W2609368435","https://openalex.org/W2613718673","https://openalex.org/W2617174679","https://openalex.org/W2739748921","https://openalex.org/W2753738274","https://openalex.org/W2767547957","https://openalex.org/W2774423163","https://openalex.org/W2775795276","https://openalex.org/W2781500801","https://openalex.org/W2789226849","https://openalex.org/W2790979755","https://openalex.org/W2792593939","https://openalex.org/W2799397159","https://openalex.org/W2807329388","https://openalex.org/W2807363941","https://openalex.org/W2808173987","https://openalex.org/W2884491628","https://openalex.org/W2887995258","https://openalex.org/W2890054895","https://openalex.org/W2893749619","https://openalex.org/W2898759955","https://openalex.org/W2899730059","https://openalex.org/W2904900486","https://openalex.org/W2905148628","https://openalex.org/W2908109788","https://openalex.org/W2910603373","https://openalex.org/W2920223497","https://openalex.org/W2947415936","https://openalex.org/W2948894952","https://openalex.org/W2949099979","https://openalex.org/W2952716587","https://openalex.org/W2961396908","https://openalex.org/W2962718684","https://openalex.org/W2962748759","https://openalex.org/W2962760235","https://openalex.org/W2962763344","https://openalex.org/W2962770929","https://openalex.org/W2962949934","https://openalex.org/W2963073614","https://openalex.org/W2963163163","https://openalex.org/W2963207607","https://openalex.org/W2963343288","https://openalex.org/W2963629198","https://openalex.org/W2963671176","https://openalex.org/W2963685250","https://openalex.org/W2963834268","https://openalex.org/W2964041528","https://openalex.org/W2964153729","https://openalex.org/W2964167449","https://openalex.org/W2964253222","https://openalex.org/W2964318098","https://openalex.org/W2965527189","https://openalex.org/W2967880504","https://openalex.org/W2969416221","https://openalex.org/W2969549713","https://openalex.org/W2970272159","https://openalex.org/W2972579718","https://openalex.org/W2973539365","https://openalex.org/W2974724911","https://openalex.org/W2978302387","https://openalex.org/W2987280934","https://openalex.org/W2995271548","https://openalex.org/W2995545297","https://openalex.org/W2995904340","https://openalex.org/W3004170295","https://openalex.org/W3006171966","https://openalex.org/W3009556147","https://openalex.org/W3011667710","https://openalex.org/W3016000170","https://openalex.org/W3022574011","https://openalex.org/W3028481464","https://openalex.org/W3034243226","https://openalex.org/W3034431451","https://openalex.org/W3035584216","https://openalex.org/W3043022238","https://openalex.org/W3047327820","https://openalex.org/W3048062783","https://openalex.org/W3048525077","https://openalex.org/W3071470454","https://openalex.org/W3089683609","https://openalex.org/W3091626924","https://openalex.org/W3092348380","https://openalex.org/W3092700804","https://openalex.org/W3095448863","https://openalex.org/W3101955189","https://openalex.org/W3103836116","https://openalex.org/W3103940881","https://openalex.org/W3104110119","https://openalex.org/W3104570147","https://openalex.org/W3105797690","https://openalex.org/W3106873467","https://openalex.org/W3107001518","https://openalex.org/W3118723203","https://openalex.org/W3121700981","https://openalex.org/W3127147433","https://openalex.org/W3127384928","https://openalex.org/W3129544566","https://openalex.org/W3135347465","https://openalex.org/W3159069780","https://openalex.org/W3159754263","https://openalex.org/W3162804012","https://openalex.org/W3175133087","https://openalex.org/W3184729619","https://openalex.org/W3193908336","https://openalex.org/W4226348722","https://openalex.org/W4287691528","https://openalex.org/W4287758287","https://openalex.org/W4288023537","https://openalex.org/W4289117554","https://openalex.org/W4289146964","https://openalex.org/W4289300166","https://openalex.org/W4293846201","https://openalex.org/W4294643831","https://openalex.org/W4298140072","https://openalex.org/W4302016406","https://openalex.org/W4318619660","https://openalex.org/W4320013936","https://openalex.org/W4394644156","https://openalex.org/W6620707391","https://openalex.org/W6637162671","https://openalex.org/W6640425456","https://openalex.org/W6640963894","https://openalex.org/W6674330103","https://openalex.org/W6676935882","https://openalex.org/W6678815747","https://openalex.org/W6687506355","https://openalex.org/W6695676441","https://openalex.org/W6726983635","https://openalex.org/W6728757088","https://openalex.org/W6734252532","https://openalex.org/W6734354522","https://openalex.org/W6735926176","https://openalex.org/W6738406820","https://openalex.org/W6741832134","https://openalex.org/W6744627333","https://openalex.org/W6745560452","https://openalex.org/W6746897123","https://openalex.org/W6747218270","https://openalex.org/W6747747879","https://openalex.org/W6748503580","https://openalex.org/W6750462152","https://openalex.org/W6751839145","https://openalex.org/W6753317536","https://openalex.org/W6754363872","https://openalex.org/W6755312952","https://openalex.org/W6756074407","https://openalex.org/W6756333562","https://openalex.org/W6757288671","https://openalex.org/W6757641797","https://openalex.org/W6766821575","https://openalex.org/W6767770064","https://openalex.org/W6770308229","https://openalex.org/W6773521536","https://openalex.org/W6773991041","https://openalex.org/W6775051644","https://openalex.org/W6779062925","https://openalex.org/W6779499942","https://openalex.org/W6783878253","https://openalex.org/W6784925312","https://openalex.org/W6785144012","https://openalex.org/W6785656385","https://openalex.org/W6788234030","https://openalex.org/W6789700005"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4235873501","https://openalex.org/W4389345324"],"abstract_inverted_index":{"Deep":[0],"generative":[1,33,60,148],"models":[2,31,61,68],"have":[3,69],"gained":[4],"much":[5],"attention":[6],"given":[7],"their":[8,79],"ability":[9],"to":[10,19,22,89,100],"generate":[11],"data":[12],"for":[13,104],"applications":[14],"as":[15,17,42],"varied":[16],"healthcare":[18],"financial":[20],"technology":[21],"surveillance,":[23],"and":[24,37,55,58,93,99,115,121,126,137,164,172,180,195],"many":[25],"more":[26,141],"-":[27],"the":[28,50,91,108,119,132,150,153,156,160,165,176,182,199],"most":[29],"popular":[30],"being":[32],"adversarial":[34],"networks":[35],"(GANs)":[36],"variational":[38],"auto-encoders":[39],"(VAEs).":[40],"Yet,":[41],"with":[43,188],"all":[44],"machine":[45],"learning":[46],"models,":[47,98],"ever":[48],"is":[49,81,130],"concern":[51],"over":[52],"security":[53,80,120],"breaches":[54],"privacy":[56,122],"leaks":[57],"deep":[59,147],"are":[62],"no":[63],"exception.":[64],"In":[65,86],"fact,":[66],"these":[67,97],"advanced":[70],"so":[71],"rapidly":[72],"in":[73,83,107,198],"recent":[74],"years":[75],"that":[76],"work":[77],"on":[78,118,131,143],"still":[82],"its":[84],"infancy.":[85],"an":[87],"attempt":[88],"audit":[90],"current":[92,177],"future":[94,193],"threats":[95],"against":[96],"provide":[101],"a":[102,189],"roadmap":[103],"defense":[105],"preparations":[106],"short":[109],"term,":[110],"we":[111,174],"prepared":[112],"this":[113],"comprehensive":[114],"specialized":[116],"survey":[117],"preservation":[123],"of":[124,146,158,162,191],"GANs":[125],"VAEs.":[127],"Our":[128],"focus":[129],"inner":[133],"connection":[134],"between":[135],"attacks":[136,194],"model":[138],"architectures":[139],"and,":[140],"specifically,":[142],"five":[144],"components":[145],"models:":[149],"training":[151],"data,":[152],"latent":[154],"code,":[155],"generators/decoders":[157],"GANs/VAEs,":[159,163],"discriminators/encoders":[161],"generated":[166],"data.":[167],"For":[168],"each":[169],"model,":[170],"component":[171],"attack,":[173],"review":[175],"research":[178,196],"progress":[179],"identify":[181],"key":[183],"challenges.":[184],"The":[185],"paper":[186],"concludes":[187],"discussion":[190],"possible":[192],"directions":[197],"field.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-02T09:04:35.204637","created_date":"2025-10-10T00:00:00"}
