{"id":"https://openalex.org/W4387619773","doi":"https://doi.org/10.15439/2023f3838","title":"Towards automated detection of adversarial attacks on tabular data","display_name":"Towards automated detection of adversarial attacks on tabular data","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387619773","doi":"https://doi.org/10.15439/2023f3838"},"language":"en","primary_location":{"id":"doi:10.15439/2023f3838","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f3838","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/3838.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2023/drp/pdf/3838.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036832599","display_name":"Piotr Biczyk","orcid":null},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Piotr Biczyk","raw_affiliation_strings":["Silesian University of Technology, Faculty of Automatic Control, Electronics and Computer Science Akademicka 16, 44-100 Gliwice, Poland,","QED Software sp. z o.o., Mazowiecka 11/49, 00-052 Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Silesian University of Technology, Faculty of Automatic Control, Electronics and Computer Science Akademicka 16, 44-100 Gliwice, Poland,","institution_ids":["https://openalex.org/I119004910"]},{"raw_affiliation_string":"QED Software sp. z o.o., Mazowiecka 11/49, 00-052 Warsaw, Poland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049078467","display_name":"\u0141ukasz Wawrowski","orcid":"https://orcid.org/0000-0002-1201-5344"},"institutions":[{"id":"https://openalex.org/I3018987834","display_name":"\u0141ukasiewicz Research Network - Institute of Innovative Technologies EMAG","ror":"https://ror.org/03as2hc70","country_code":"PL","type":"other","lineage":["https://openalex.org/I3018987834","https://openalex.org/I4210129336"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"\u0141ukasz Wawrowski","raw_affiliation_strings":["\u0141ukasiewicz Research Network, Institute of Innovative Technologies EMAG ul. Leopolda 31, 40-189 Katowice, Poland,"],"affiliations":[{"raw_affiliation_string":"\u0141ukasiewicz Research Network, Institute of Innovative Technologies EMAG ul. Leopolda 31, 40-189 Katowice, Poland,","institution_ids":["https://openalex.org/I3018987834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036832599"],"corresponding_institution_ids":["https://openalex.org/I119004910"],"apc_list":null,"apc_paid":null,"fwci":0.1119,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.31562661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"35","issue":null,"first_page":"247","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9939000010490417,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9939000010490417,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9932000041007996,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9837999939918518,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.8017255067825317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7179656624794006},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39744269847869873},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3828451335430145},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2893632650375366}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8017255067825317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7179656624794006},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39744269847869873},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3828451335430145},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2893632650375366}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f3838","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f3838","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/3838.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:98186f5cd71f447da0274c8200245053","is_oa":true,"landing_page_url":"https://doaj.org/article/98186f5cd71f447da0274c8200245053","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 35, Pp 247-251 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f3838","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f3838","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/3838.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387619773.pdf","grobid_xml":"https://content.openalex.org/works/W4387619773.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1557923305","https://openalex.org/W1673923490","https://openalex.org/W1896937043","https://openalex.org/W1901616594","https://openalex.org/W1945616565","https://openalex.org/W2125908420","https://openalex.org/W2166481425","https://openalex.org/W2180612164","https://openalex.org/W2603766943","https://openalex.org/W2606529538","https://openalex.org/W2741933435","https://openalex.org/W2803949585","https://openalex.org/W2947657997","https://openalex.org/W2962700793","https://openalex.org/W2963857521","https://openalex.org/W2997532515","https://openalex.org/W2999739068","https://openalex.org/W3015625436","https://openalex.org/W3080575631","https://openalex.org/W3106412272","https://openalex.org/W3145583945","https://openalex.org/W4236640485","https://openalex.org/W4255375128","https://openalex.org/W4293790771","https://openalex.org/W4297573953","https://openalex.org/W4297796860","https://openalex.org/W4298137572","https://openalex.org/W4300511536","https://openalex.org/W4301880089","https://openalex.org/W4324007133","https://openalex.org/W4364377300","https://openalex.org/W6637162671","https://openalex.org/W6678608707","https://openalex.org/W6719080892","https://openalex.org/W6733645847"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2502115930","https://openalex.org/W4246396837","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W2482350142","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492"],"abstract_inverted_index":{"The":[0],"paper":[1],"presents":[2],"a":[3,31,57,68,95],"novel":[4],"approach":[5,93],"to":[6,98],"investigating":[7],"adversarial":[8,51,104],"attacks":[9],"on":[10,16,26,85],"machine":[11],"learning":[12],"classification":[13],"models":[14],"operating":[15],"tabular":[17],"data.The":[18],"employed":[19],"method":[20],"involves":[21],"using":[22],"diagnostic":[23,40,65,74],"parameters":[24,41],"calculated":[25],"an":[27],"approximated":[28],"representation":[29],"of":[30,60],"model":[32],"under":[33],"attack":[34,52,81,83],"and":[35],"analyzing":[36],"differences":[37],"in":[38,67,73],"these":[39],"over":[42],"time.The":[43],"hypothesis":[44],"researched":[45],"by":[46],"the":[47,92],"authors":[48],"is":[49],"that":[50],"techniques,":[53],"even":[54],"if":[55],"attempting":[56],"low-profile":[58],"modification":[59],"input":[61],"data,":[62],"influence":[63],"those":[64],"attributes":[66,75],"statistically":[69],"significant":[70],"way.Thus,":[71],"changes":[72],"can":[76],"be":[77,99],"used":[78],"for":[79,102],"detecting":[80,103],"events.Three":[82],"approaches":[84],"real-world":[86],"datasets":[87],"were":[88],"investigated.The":[89],"experiments":[90],"confirm":[91],"as":[94],"promising":[96],"technique":[97],"further":[100],"developed":[101],"attacks.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}
