{"id":"https://openalex.org/W2903893305","doi":"https://doi.org/10.1145/3287921.3287946","title":"Detecting Attacks on Web Applications using Autoencoder","display_name":"Detecting Attacks on Web Applications using Autoencoder","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2903893305","doi":"https://doi.org/10.1145/3287921.3287946","mag":"2903893305"},"language":"en","primary_location":{"id":"doi:10.1145/3287921.3287946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3287921.3287946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth International Symposium on Information and Communication Technology - SoICT 2018","raw_type":"proceedings-article"},"type":"article","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/A5052620160","display_name":"Hieu Mac","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hieu Mac","raw_affiliation_strings":["Bach Khoa Cybersecurity Centre, HUST, Vietnam"],"affiliations":[{"raw_affiliation_string":"Bach Khoa Cybersecurity Centre, HUST, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026333994","display_name":"Dung Truong","orcid":"https://orcid.org/0000-0003-4540-3551"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dung Truong","raw_affiliation_strings":["Bach Khoa Cybersecurity Centre, HUST, Vietnam"],"affiliations":[{"raw_affiliation_string":"Bach Khoa Cybersecurity Centre, HUST, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120045660","display_name":"Lam M. Nguyen","orcid":"https://orcid.org/0000-0002-3796-9734"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lam Nguyen","raw_affiliation_strings":["Bach Khoa Cybersecurity Centre, HUST, Vietnam"],"affiliations":[{"raw_affiliation_string":"Bach Khoa Cybersecurity Centre, HUST, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101905435","display_name":"Hoa N. Nguyen","orcid":"https://orcid.org/0000-0002-2565-281X"},"institutions":[{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hoa Nguyen","raw_affiliation_strings":["Department of Information Systems UET-VNU Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems UET-VNU Vietnam","institution_ids":["https://openalex.org/I67868205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053163348","display_name":"Hai Anh Tran","orcid":"https://orcid.org/0000-0002-6215-4879"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hai Anh Tran","raw_affiliation_strings":["Bach Khoa Cybersecurity Centre, HUST, Vietnam"],"affiliations":[{"raw_affiliation_string":"Bach Khoa Cybersecurity Centre, HUST, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101576560","display_name":"Duc Minh Tran","orcid":"https://orcid.org/0000-0001-7652-6760"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Duc Tran","raw_affiliation_strings":["Bach Khoa Cybersecurity Centre, HUST, Vietnam"],"affiliations":[{"raw_affiliation_string":"Bach Khoa Cybersecurity Centre, HUST, Vietnam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5052620160"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1192,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.92483,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"416","last_page":"421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9997000098228455,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/autoencoder","display_name":"Autoencoder","score":0.9885777235031128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.730560839176178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6055275201797485},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4808964729309082},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47701263427734375},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4228760600090027},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41984909772872925},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4193033277988434},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4039319157600403},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.38963931798934937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38424673676490784},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17520734667778015},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12573537230491638}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9885777235031128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.730560839176178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6055275201797485},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4808964729309082},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47701263427734375},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4228760600090027},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41984909772872925},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4193033277988434},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4039319157600403},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.38963931798934937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38424673676490784},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17520734667778015},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12573537230491638},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3287921.3287946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3287921.3287946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth International Symposium on Information and Communication Technology - SoICT 2018","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5799999833106995,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W157193387","https://openalex.org/W783782204","https://openalex.org/W959081337","https://openalex.org/W1560130852","https://openalex.org/W1601009504","https://openalex.org/W1903711602","https://openalex.org/W2101234009","https://openalex.org/W2110523863","https://openalex.org/W2557283755","https://openalex.org/W2614634292","https://openalex.org/W2735916625","https://openalex.org/W2793171130","https://openalex.org/W2797283471","https://openalex.org/W2807024897","https://openalex.org/W2944982780","https://openalex.org/W2970293835"],"related_works":["https://openalex.org/W2159052453","https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2752972570","https://openalex.org/W4297051394","https://openalex.org/W2734887215","https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W4365790226"],"abstract_inverted_index":{"Web":[0],"attacks":[1],"have":[2],"become":[3],"a":[4,77,108],"real":[5,111],"threat":[6],"to":[7,17,29,43,82,106,116,119,131],"the":[8,13,22,32,40,48,58,70,93,120],"Internet.":[9],"This":[10,113],"paper":[11],"proposes":[12],"use":[14],"of":[15,67,125],"autoencoder":[16,26,50],"detect":[18],"malicious":[19],"pattern":[20],"in":[21,92,104,110,123,134],"HTTP/HTTPS":[23],"requests.":[24],"The":[25,95],"is":[27,99,129],"able":[28],"operate":[30],"on":[31,69],"raw":[33],"data":[34],"and":[35,51,54,87,128],"thus,":[36],"does":[37],"not":[38],"require":[39],"hand-crafted":[41],"features":[42],"be":[44,117,132],"extracted.":[45],"We":[46],"evaluate":[47],"original":[49,121],"its":[52],"variants":[53],"end":[55],"up":[56],"with":[57,80,102],"Regularized":[59,96],"Deep":[60,97],"Autoencoder,":[61],"which":[62],"can":[63],"achieve":[64],"an":[65],"F1-score":[66],"0.9463":[68],"CSIC":[71],"2010":[72],"dataset.":[73],"It":[74],"also":[75],"produces":[76],"better":[78],"performance":[79],"respect":[81],"OWASP":[83],"Core":[84],"Rule":[85],"Set":[86],"other":[88],"one-class":[89],"methods,":[90],"reported":[91],"literature.":[94],"Autoencoder":[98],"then":[100],"combined":[101],"Modsecurity":[103,122],"order":[105],"protect":[107],"website":[109],"time.":[112],"algorithm":[114],"proves":[115],"comparable":[118],"terms":[124],"computation":[126],"time":[127],"ready":[130],"deployed":[133],"practice.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}