{"id":"https://openalex.org/W2157248388","doi":"https://doi.org/10.1109/icip.2009.5413716","title":"A novel universal steganalyser design: “LogSv”","display_name":"A novel universal steganalyser design: “LogSv”","publication_year":2009,"publication_date":"2009-11-01","ids":{"openalex":"https://openalex.org/W2157248388","doi":"https://doi.org/10.1109/icip.2009.5413716","mag":"2157248388"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2009.5413716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2009.5413716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 16th IEEE International Conference on Image Processing (ICIP)","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/A5009166868","display_name":"G\u00f6khan G\u00fcl","orcid":"https://orcid.org/0000-0003-2819-3222"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gokhan Gul","raw_affiliation_strings":["Faculty of Engineering, University of Kiel, Kiel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085690468","display_name":"Fatih Kurug\u00f6ll\u00fc","orcid":"https://orcid.org/0000-0002-2508-4496"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fatih Kurugollu","raw_affiliation_strings":["School of Electronics, Electrical Engineering and Computer Science, Queen''s University, Belfast, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen''s University, Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"6072","issue":null,"first_page":"4249","last_page":"4252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":1.0,"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":1.0,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9975000023841858,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9894999861717224,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/steganalysis","display_name":"Steganalysis","score":0.9481720924377441},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.8384376764297485},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6905592679977417},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.6313148736953735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6258537769317627},{"id":"https://openalex.org/keywords/least-significant-bit","display_name":"Least significant bit","score":0.5676440596580505},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.503703773021698},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.47090697288513184},{"id":"https://openalex.org/keywords/information-hiding","display_name":"Information hiding","score":0.4633045792579651},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46300816535949707},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44180822372436523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4059295654296875},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3853893578052521},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3554551601409912},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31479039788246155}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.9481720924377441},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.8384376764297485},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6905592679977417},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.6313148736953735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6258537769317627},{"id":"https://openalex.org/C4305246","wikidata":"https://www.wikidata.org/wiki/Q3885225","display_name":"Least significant bit","level":2,"score":0.5676440596580505},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.503703773021698},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.47090697288513184},{"id":"https://openalex.org/C3073032","wikidata":"https://www.wikidata.org/wiki/Q15912075","display_name":"Information hiding","level":3,"score":0.4633045792579651},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46300816535949707},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44180822372436523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4059295654296875},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3853893578052521},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3554551601409912},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31479039788246155},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2009.5413716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2009.5413716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 16th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1602715832","https://openalex.org/W2004686575","https://openalex.org/W2049562124","https://openalex.org/W2073251958","https://openalex.org/W2106726851","https://openalex.org/W2107689227","https://openalex.org/W2117500881","https://openalex.org/W2142604419","https://openalex.org/W3161625325","https://openalex.org/W6651789027"],"related_works":["https://openalex.org/W4243922849","https://openalex.org/W2939392096","https://openalex.org/W2148973528","https://openalex.org/W2205085860","https://openalex.org/W2134958869","https://openalex.org/W2977151837","https://openalex.org/W2059133021","https://openalex.org/W2158736088","https://openalex.org/W2144721898","https://openalex.org/W4297776738"],"abstract_inverted_index":{"This":[0,54],"paper":[1],"introduces":[2],"a":[3,73],"novel":[4,74],"universal":[5],"steganalysis":[6],"method":[7,23,107],"in":[8,38],"order":[9],"to":[10,72],"attack":[11],"especially":[12],"spatial":[13,83],"domain":[14,84,92],"steganographic":[15,85,93],"algorithms.":[16],"The":[17,26],"basic":[18],"idea":[19,55],"behind":[20],"the":[21,29,42,45,61,105,111],"proposed":[22,106],"is":[24,28,44,56,108],"twofold:":[25],"first":[27],"capability":[30],"of":[31,35,47,63,104],"modeling":[32],"linear":[33],"dependencies":[34],"image":[36,68],"rows/columns":[37],"local":[39],"neighborhoods":[40],"and":[41,101],"second":[43],"normalization":[46],"different":[48,52],"energy":[49],"levels":[50],"for":[51],"images.":[53],"simply":[57],"realized":[58],"with":[59,110],"integrating":[60],"logarithms":[62],"singular":[64],"values":[65],"calculated":[66],"over":[67],"sub":[69],"blocks":[70],"resulting":[71],"staganalyser,":[75],"named":[76],"as":[77],"\"LogSv\".":[78],"We":[79],"consider":[80],"three":[81],"popular":[82],"algorithms;":[86,94],"LSB,":[87],"Hide4pgp,":[88],"Steghide,":[89],"five":[90],"DCT":[91],"F5,":[95],"Outguess,":[96],"JP":[97],"Hide&Seek,":[98],"MB1,":[99],"MB2":[100],"PQ.":[102],"Performance":[103],"compared":[109],"state-of-the-art":[112],"steganalysers.":[113]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}