{"id":"https://openalex.org/W4380442413","doi":"https://doi.org/10.1007/s11227-023-05456-0","title":"A new deep learning approach based on grayscale conversion and DWT for object detection on adversarial attacked images","display_name":"A new deep learning approach based on grayscale conversion and DWT for object detection on adversarial attacked images","publication_year":2023,"publication_date":"2023-06-14","ids":{"openalex":"https://openalex.org/W4380442413","doi":"https://doi.org/10.1007/s11227-023-05456-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-023-05456-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-023-05456-0","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-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/A5007250047","display_name":"Murat Ta\u015fy\u00fcrek","orcid":"https://orcid.org/0000-0001-5623-8577"},"institutions":[{"id":"https://openalex.org/I4210127232","display_name":"Kayseri E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/02ysppy04","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210127232"]},{"id":"https://openalex.org/I4387154747","display_name":"Kayseri \u00dcniversitesi","ror":"https://ror.org/005zfy155","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154747"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Murat Tasyurek","raw_affiliation_strings":["Department of Computer Engineering, Kayseri University, Kayseri, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kayseri University, Kayseri, Turkey","institution_ids":["https://openalex.org/I4210127232","https://openalex.org/I4387154747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015249933","display_name":"Ertu\u011frul G\u00fcl","orcid":"https://orcid.org/0000-0002-5591-3435"},"institutions":[{"id":"https://openalex.org/I4210127232","display_name":"Kayseri E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/02ysppy04","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210127232"]},{"id":"https://openalex.org/I4387154747","display_name":"Kayseri \u00dcniversitesi","ror":"https://ror.org/005zfy155","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154747"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ertugrul Gul","raw_affiliation_strings":["Department of Software Engineering, Kayseri University, Kayseri, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Kayseri University, Kayseri, Turkey","institution_ids":["https://openalex.org/I4210127232","https://openalex.org/I4387154747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007250047"],"corresponding_institution_ids":["https://openalex.org/I4210127232","https://openalex.org/I4387154747"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.9528,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88752154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"79","issue":"18","first_page":"20383","last_page":"20416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9986000061035156,"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":0.9986000061035156,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9966999888420105,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9921000003814697,"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/computer-science","display_name":"Computer science","score":0.8747022151947021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8177763223648071},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.7811516523361206},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7744281888008118},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6345123052597046},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49865102767944336},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.48019611835479736},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4710262715816498},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4343544542789459},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4341351389884949},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.41597044467926025},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.3386123776435852},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.27864670753479004},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.26403671503067017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8747022151947021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8177763223648071},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.7811516523361206},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7744281888008118},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6345123052597046},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49865102767944336},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.48019611835479736},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4710262715816498},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4343544542789459},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4341351389884949},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.41597044467926025},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3386123776435852},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.27864670753479004},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.26403671503067017},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-023-05456-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-023-05456-0","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2015159529","https://openalex.org/W2080886874","https://openalex.org/W2102605133","https://openalex.org/W2103320971","https://openalex.org/W2129453388","https://openalex.org/W2193145675","https://openalex.org/W2570343428","https://openalex.org/W2801013643","https://openalex.org/W2806252395","https://openalex.org/W2809254203","https://openalex.org/W2896709388","https://openalex.org/W2914663144","https://openalex.org/W2954996726","https://openalex.org/W2963037989","https://openalex.org/W2964115968","https://openalex.org/W3001083904","https://openalex.org/W3006808893","https://openalex.org/W3016611160","https://openalex.org/W3021051538","https://openalex.org/W3028178168","https://openalex.org/W3096609285","https://openalex.org/W3106250896","https://openalex.org/W3107031179","https://openalex.org/W3118635606","https://openalex.org/W3133882559","https://openalex.org/W3139850432","https://openalex.org/W3154579567","https://openalex.org/W3169519640","https://openalex.org/W3170407091","https://openalex.org/W3179838356","https://openalex.org/W3190176246","https://openalex.org/W3190897386","https://openalex.org/W4206711354","https://openalex.org/W4210598935","https://openalex.org/W4210741358","https://openalex.org/W4213267140","https://openalex.org/W4214886591","https://openalex.org/W4220754816","https://openalex.org/W4224244454","https://openalex.org/W4282588160","https://openalex.org/W4282833922","https://openalex.org/W4293253128","https://openalex.org/W4294805043","https://openalex.org/W4304127943","https://openalex.org/W4306726711","https://openalex.org/W4310219844","https://openalex.org/W4313404516","https://openalex.org/W4376109301","https://openalex.org/W6600191605","https://openalex.org/W6601342325"],"related_works":["https://openalex.org/W2085792030","https://openalex.org/W1588899229","https://openalex.org/W2023142747","https://openalex.org/W2172291505","https://openalex.org/W2063036707","https://openalex.org/W2037009764","https://openalex.org/W2501033992","https://openalex.org/W2377605153","https://openalex.org/W2088723847","https://openalex.org/W2039128285"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}