{"id":"https://openalex.org/W2407679246","doi":"https://doi.org/10.3233/978-1-61499-434-3-103","title":"Feasibility of Text Visualization in Text Steganalysis","display_name":"Feasibility of Text Visualization in Text Steganalysis","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2407679246","doi":"https://doi.org/10.3233/978-1-61499-434-3-103","mag":"2407679246"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-434-3-103","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-434-3-103","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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":null,"display_name":"Ab. Rauf Rose Hafsah","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ab. Rauf Rose Hafsah","raw_affiliation_strings":["Faculty of Computer and Mathematical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Mathematical Sciences","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026409519","display_name":"Nurhafizah Jamal","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Jamal Nurhafizah","raw_affiliation_strings":["Universiti Teknologi mara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Teknologi mara","institution_ids":["https://openalex.org/I82724352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.23417524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9905999898910522,"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":0.9905999898910522,"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/steganalysis","display_name":"Steganalysis","score":0.8516803979873657},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7008607983589172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5957557559013367},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41479814052581787},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3827320337295532},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3739975094795227},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.2593756318092346},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15156185626983643}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.8516803979873657},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7008607983589172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5957557559013367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41479814052581787},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3827320337295532},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3739975094795227},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.2593756318092346},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15156185626983643}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-434-3-103","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-434-3-103","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:2407679246","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/somet/somet2014.html#RaufJ14","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2043480362","https://openalex.org/W2132040196","https://openalex.org/W4318664210","https://openalex.org/W2891791183","https://openalex.org/W2792878404","https://openalex.org/W2912595597","https://openalex.org/W149479374","https://openalex.org/W2902620118","https://openalex.org/W4232794086","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Text":[0],"steganography":[1,24,101,186],"was":[2],"never":[3],"a":[4,39,93,103,111,201],"threat":[5],"until":[6],"it":[7,210],"has":[8,68,174],"been":[9,70],"manipulated":[10],"by":[11,130,153,188],"cyber":[12],"criminals":[13],"or":[14,41],"terrorist":[15],"for":[16,49,124],"their":[17],"own":[18],"benefit.":[19],"Secret":[20],"messages":[21],"sent":[22],"through":[23],"with":[25,134,166],"bad":[26],"intent":[27],"can":[28],"cause":[29],"harm":[30],"and":[31,63,77,105,150,170,209],"to":[32,54,91,136,138,146],"the":[33,36,55,88,125,159,177,192],"extent":[34],"jeopardizing":[35],"security":[37],"of":[38,58,87],"company":[40],"country.":[42],"Thus,":[43],"text":[44,75,95,113,119,126,132,152,178,185,193,203],"steganalysis":[45,76,96,114,204],"is":[46,90,128,145,181,197,206,211],"critically":[47],"needed":[48],"forensic":[50],"investigation":[51],"purposes":[52],"due":[53],"tremendous":[56],"usage":[57],"digital":[59],"media":[60],"in":[61,98,183],"accessing":[62],"disseminating":[64],"information.":[65],"Apparently,":[66],"there":[67],"not":[69],"much":[71],"research":[72,89],"done":[73],"on":[74,82,117],"mostly":[78],"researches":[79],"are":[80],"based":[81,116],"statistical":[83],"approach.":[84,107],"The":[85,142],"aim":[86,143],"propose":[92],"new":[94],"technique":[97,115,180,205],"detecting":[99,184],"format-based":[100],"using":[102],"simple":[104,202],"effective":[106],"This":[108,172],"paper":[109],"introduces":[110],"novel":[112],"color-coded":[118,154],"visualization.":[120,155],"An":[121],"encoding":[122],"scheme":[123],"visualization":[127,179,194],"designed":[129],"analyzing":[131],"features":[133],"respect":[135],"colors":[137],"detect":[139],"whitespace":[140],"pattern.":[141],"here":[144],"distinguish":[147],"between":[148],"natural":[149],"stegano":[151],"Experiments":[156],"show":[157],"that":[158,176,200],"detection":[160],"performance":[161],"accuracy":[162],"successfully":[163,207],"reaches":[164],"96.67%":[165],"remarkably":[167],"high":[168],"precision":[169],"recall.":[171],"finding":[173],"proved":[175],"capable":[182],"effectively":[187],"simply":[189],"looking":[190],"at":[191],"image.":[195],"It":[196],"evidently":[198],"shown":[199],"discovered":[208],"feasible.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}