{"id":"https://openalex.org/W2913236804","doi":"https://doi.org/10.1145/3302425.3302472","title":"Adversarial Attacks on Word2vec and Neural Network","display_name":"Adversarial Attacks on Word2vec and Neural Network","publication_year":2018,"publication_date":"2018-12-21","ids":{"openalex":"https://openalex.org/W2913236804","doi":"https://doi.org/10.1145/3302425.3302472","mag":"2913236804"},"language":"en","primary_location":{"id":"doi:10.1145/3302425.3302472","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3302425.3302472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Algorithms, Computing and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100616715","display_name":"Yue Li","orcid":"https://orcid.org/0000-0003-4539-4018"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Li","raw_affiliation_strings":["College of Computer Science and Technology, Donghua University, Shanghai China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Donghua University, Shanghai China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102315632","display_name":"Pengjian Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengjian Xu","raw_affiliation_strings":["College of Computer Science and Technology, Donghua University, Shanghai China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Donghua University, Shanghai China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045623703","display_name":"Minmin Pang","orcid":"https://orcid.org/0000-0003-0642-2434"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minmin Pang","raw_affiliation_strings":["College of Computer Science and Technology, Donghua University, Shanghai China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Donghua University, Shanghai China","institution_ids":["https://openalex.org/I181326427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181326427"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.9927999973297119,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9585000276565552,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2vec","score":0.9489820003509521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7943849563598633},{"id":"https://openalex.org/keywords/mistake","display_name":"Mistake","score":0.6775711178779602},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6279750466346741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6074498891830444},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5950725674629211},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5935996174812317},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5820333361625671},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5793490409851074},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.5741394758224487},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.4657861292362213},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4621120095252991},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3985646367073059},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23145779967308044},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09770125150680542}],"concepts":[{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.9489820003509521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7943849563598633},{"id":"https://openalex.org/C2777179996","wikidata":"https://www.wikidata.org/wiki/Q911222","display_name":"Mistake","level":2,"score":0.6775711178779602},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6279750466346741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6074498891830444},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5950725674629211},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5935996174812317},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5820333361625671},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5793490409851074},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.5741394758224487},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.4657861292362213},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4621120095252991},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3985646367073059},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23145779967308044},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09770125150680542},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3302425.3302472","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3302425.3302472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Algorithms, Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5400000214576721,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2180612164","https://openalex.org/W2257979135","https://openalex.org/W2460937040","https://openalex.org/W2603766943","https://openalex.org/W2609368435","https://openalex.org/W2618530766","https://openalex.org/W2949103145","https://openalex.org/W2949506549","https://openalex.org/W2962755762","https://openalex.org/W3104570147"],"related_works":["https://openalex.org/W2946409105","https://openalex.org/W3152932816","https://openalex.org/W2985392712","https://openalex.org/W4388996947","https://openalex.org/W3133567596","https://openalex.org/W2798009317","https://openalex.org/W4382201653","https://openalex.org/W3203949288","https://openalex.org/W3175524270","https://openalex.org/W4313247739"],"abstract_inverted_index":{"The":[0,29,48],"security":[1],"of":[2,6,50,56],"machine":[3],"learning":[4],"is":[5,23,31,63],"great":[7],"importance.":[8],"Image":[9],"vulnerability":[10],"has":[11],"been":[12],"known":[13],"in":[14,44],"the":[15,26,36,54,57,66,73,83,92,99],"literature":[16],"for":[17],"a":[18,79,102],"long":[19],"time.":[20],"This":[21,76],"paper":[22,77],"concerned":[24],"with":[25],"text":[27],"vulnerability.":[28],"word2vec":[30],"widely":[32],"used":[33],"to":[34,64,81,97],"produce":[35],"word":[37,51,61,87],"embedding,":[38],"which":[39],"plays":[40],"an":[41],"important":[42],"role":[43],"natural":[45],"language":[46],"processing.":[47],"quality":[49],"embedding":[52,62],"affects":[53],"performance":[55],"neural":[58],"network.":[59],"Using":[60],"find":[65],"useful":[67],"information":[68],"that":[69],"may":[70],"exist":[71],"between":[72],"individual":[74],"words.":[75],"proposes":[78],"method":[80],"alter":[82],"original":[84],"text,":[85],"whose":[86],"embeddings":[88],"also":[89],"change.":[90],"And":[91],"adversarial":[93],"samples":[94],"are":[95],"able":[96],"make":[98,101],"classifier":[100],"mistake.":[103]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}