{"id":"https://openalex.org/W2566690423","doi":"https://doi.org/10.1109/icitcs.2016.7740355","title":"Neural Stegoclassifier","display_name":"Neural Stegoclassifier","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2566690423","doi":"https://doi.org/10.1109/icitcs.2016.7740355","mag":"2566690423"},"language":"en","primary_location":{"id":"doi:10.1109/icitcs.2016.7740355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitcs.2016.7740355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 6th International Conference on IT Convergence and Security (ICITCS)","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/A5046240955","display_name":"La\u010dezar Li\u010dev","orcid":"https://orcid.org/0000-0002-4292-8494"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Lacezar Licev","raw_affiliation_strings":["Department of Computer Science, VSB Technical University of Ostrava, Ostrava - Poruba, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, VSB Technical University of Ostrava, Ostrava - Poruba, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031999904","display_name":"Jakub Hendrych","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jakub Hendrych","raw_affiliation_strings":["Department of Computer Science, VSB Technical University of Ostrava, Ostrava - Poruba, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, VSB Technical University of Ostrava, Ostrava - Poruba, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086970508","display_name":"Radim Kun\u010dick\u00fd","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radim Kuncicky","raw_affiliation_strings":["Department of Computer Science, VSB Technical University of Ostrava, Ostrava - Poruba, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, VSB Technical University of Ostrava, Ostrava - Poruba, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046240955"],"corresponding_institution_ids":["https://openalex.org/I142208455"],"apc_list":null,"apc_paid":null,"fwci":0.167,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59581788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9811000227928162,"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"}},{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/steganalysis","display_name":"Steganalysis","score":0.915219783782959},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.8287840485572815},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7807583212852478},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7321250438690186},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6842347383499146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6015233993530273},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.4776386320590973},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4611200988292694},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4544459283351898},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3806505799293518},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34065181016921997},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06988406181335449}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.915219783782959},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.8287840485572815},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7807583212852478},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7321250438690186},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6842347383499146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6015233993530273},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.4776386320590973},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4611200988292694},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4544459283351898},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3806505799293518},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34065181016921997},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06988406181335449},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icitcs.2016.7740355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitcs.2016.7740355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 6th International Conference on IT Convergence and Security (ICITCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2148367481","https://openalex.org/W2154118756"],"related_works":["https://openalex.org/W2148973528","https://openalex.org/W2939392096","https://openalex.org/W4243922849","https://openalex.org/W2106726851","https://openalex.org/W4309385482","https://openalex.org/W2792878404","https://openalex.org/W2068740952","https://openalex.org/W1583147569","https://openalex.org/W2182496537","https://openalex.org/W3154843532"],"abstract_inverted_index":{"This":[0],"article":[1],"deals":[2],"with":[3,26],"the":[4,10,19,32,35,44],"application":[5],"of":[6,12,22,28,34,46,56],"neural":[7,57],"networks":[8],"on":[9],"issues":[11],"steganalysis.":[13],"The":[14],"aim":[15],"is":[16],"to":[17,42],"improve":[18],"detection":[20,61],"capability":[21],"conventional":[23],"steganalytical":[24],"tools":[25],"using":[27],"ANN.":[29],"We":[30,52],"analyze":[31],"ability":[33],"tool,":[36],"which":[37],"utilizes":[38],"calibration":[39],"and":[40],"blockiness":[41],"detect":[43],"presence":[45],"steganography":[47],"message":[48],"in":[49],"suspected":[50],"image.":[51],"verify":[53],"if":[54],"deployment":[55],"network":[58],"improves":[59],"this":[60],"by":[62],"finding":[63],"some":[64],"hidden":[65],"pattern.":[66]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}