{"id":"https://openalex.org/W3126470649","doi":"https://doi.org/10.1007/978-3-030-68884-4_2","title":"The Future Prospects of Adversarial Nets","display_name":"The Future Prospects of Adversarial Nets","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3126470649","doi":"https://doi.org/10.1007/978-3-030-68884-4_2","mag":"3126470649"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68884-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68884-4_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101841977","display_name":"Muhammad Yousaf","orcid":"https://orcid.org/0000-0002-4383-4318"},"institutions":[{"id":"https://openalex.org/I61623833","display_name":"University of Agriculture Faisalabad","ror":"https://ror.org/054d77k59","country_code":"PK","type":"education","lineage":["https://openalex.org/I61623833"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Sohaib Yousaf","raw_affiliation_strings":["Department of Computer Science, University of Agriculture, Faisalabad, 38000, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-4383-4318","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Agriculture, Faisalabad, 38000, Pakistan","institution_ids":["https://openalex.org/I61623833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069946471","display_name":"Shazia Riaz","orcid":"https://orcid.org/0000-0001-9016-0478"},"institutions":[{"id":"https://openalex.org/I61623833","display_name":"University of Agriculture Faisalabad","ror":"https://ror.org/054d77k59","country_code":"PK","type":"education","lineage":["https://openalex.org/I61623833"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shazia Riaz","raw_affiliation_strings":["Department of Computer Science, University of Agriculture, Faisalabad, 38000, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-9016-0478","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Agriculture, Faisalabad, 38000, Pakistan","institution_ids":["https://openalex.org/I61623833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000537746","display_name":"Saqib Ali","orcid":null},"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"]},{"id":"https://openalex.org/I61623833","display_name":"University of Agriculture Faisalabad","ror":"https://ror.org/054d77k59","country_code":"PK","type":"education","lineage":["https://openalex.org/I61623833"]}],"countries":["CN","PK"],"is_corresponding":false,"raw_author_name":"Saqib Ali","raw_affiliation_strings":["Department of Computer Science, University of Agriculture, Faisalabad, 38000, Pakistan","School of Computer Science, Guangzhou University, Guangzhou, 510006, China"],"raw_orcid":"https://orcid.org/0000-0001-5170-7346","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Agriculture, Faisalabad, 38000, Pakistan","institution_ids":["https://openalex.org/I61623833"]},{"raw_affiliation_string":"School of Computer Science, Guangzhou University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010187139","display_name":"Shuhong Chen","orcid":"https://orcid.org/0000-0002-6120-6358"},"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":"Shuhong Chen","raw_affiliation_strings":["School of Computer Science, Guangzhou University, Guangzhou, 510006, China"],"raw_orcid":"https://orcid.org/0000-0002-6120-6358","affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangzhou University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100386726","display_name":"Guojun Wang","orcid":null},"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":"Guojun Wang","raw_affiliation_strings":["Guangzhou University, Guangzhou, China","School of Computer Science, Guangzhou University, Guangzhou, 510006, China"],"raw_orcid":"https://orcid.org/0000-0001-9875-4182","affiliations":[{"raw_affiliation_string":"Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Computer Science, Guangzhou University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101841977"],"corresponding_institution_ids":["https://openalex.org/I61623833"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02103859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":1.0,"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":1.0,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9940000176429749,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9904999732971191,"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/adversarial-system","display_name":"Adversarial system","score":0.971200704574585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8310830593109131},{"id":"https://openalex.org/keywords/adversarial-machine-learning","display_name":"Adversarial machine learning","score":0.8003357648849487},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6899139285087585},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6442983150482178},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5976505279541016},{"id":"https://openalex.org/keywords/minor","display_name":"Minor (academic)","score":0.4604429006576538},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06911203265190125},{"id":"https://openalex.org/keywords/humanities","display_name":"Humanities","score":0.05776870250701904}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.971200704574585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8310830593109131},{"id":"https://openalex.org/C2778403875","wikidata":"https://www.wikidata.org/wiki/Q20312394","display_name":"Adversarial machine learning","level":3,"score":0.8003357648849487},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6899139285087585},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6442983150482178},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5976505279541016},{"id":"https://openalex.org/C2779760435","wikidata":"https://www.wikidata.org/wiki/Q5396169","display_name":"Minor (academic)","level":2,"score":0.4604429006576538},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06911203265190125},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.05776870250701904},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-68884-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68884-4_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1673923490","https://openalex.org/W1945616565","https://openalex.org/W2099471712","https://openalex.org/W2269778407","https://openalex.org/W2503523779","https://openalex.org/W2552394692","https://openalex.org/W2552767274","https://openalex.org/W2620038827","https://openalex.org/W2640329709","https://openalex.org/W2759358869","https://openalex.org/W2765384636","https://openalex.org/W2786118190","https://openalex.org/W2787708942","https://openalex.org/W2904705701","https://openalex.org/W2949117887","https://openalex.org/W2961894860","https://openalex.org/W2963184668","https://openalex.org/W2963857521","https://openalex.org/W2963888996","https://openalex.org/W2963952467","https://openalex.org/W2964082701","https://openalex.org/W4247200422","https://openalex.org/W6821127250"],"related_works":["https://openalex.org/W3048732067","https://openalex.org/W4383468834","https://openalex.org/W2900159906","https://openalex.org/W4384648009","https://openalex.org/W4283221438","https://openalex.org/W4287828318","https://openalex.org/W2406556600","https://openalex.org/W4380352238","https://openalex.org/W2899811703","https://openalex.org/W2930249865"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}