{"id":"https://openalex.org/W2037961110","doi":"https://doi.org/10.1142/s0218126610006724","title":"REAL-TIME STEGANALYSIS OF LSB-REPLACEMENT IN DIGITAL AUDIO STREAMS","display_name":"REAL-TIME STEGANALYSIS OF LSB-REPLACEMENT IN DIGITAL AUDIO STREAMS","publication_year":2010,"publication_date":"2010-10-26","ids":{"openalex":"https://openalex.org/W2037961110","doi":"https://doi.org/10.1142/s0218126610006724","mag":"2037961110"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126610006724","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126610006724","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","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/A5017286900","display_name":"Mojtaba Mahdavi","orcid":"https://orcid.org/0000-0002-6112-538X"},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"MOJTABA MAHDAVI","raw_affiliation_strings":["Department of Electrical &amp; Computer Engineering, Isfahan University of Technology, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical &amp; Computer Engineering, Isfahan University of Technology, Isfahan, Iran","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001420311","display_name":"Shadrokh Samavi","orcid":"https://orcid.org/0000-0003-3951-3770"},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"SHADROKH SAMAVI","raw_affiliation_strings":["Department of Electrical &amp; Computer Engineering, Isfahan University of Technology, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical &amp; Computer Engineering, Isfahan University of Technology, Isfahan, Iran","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070675586","display_name":"Sorina Dumitrescu","orcid":"https://orcid.org/0000-0001-7287-0310"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"SORINA DUMITRESCU","raw_affiliation_strings":["Department of Electrical &amp; Computer Engineering, McMaster University, Hamilton, Ontario, L8S4L8, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical &amp; Computer Engineering, McMaster University, Hamilton, Ontario, L8S4L8, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072653149","display_name":"Fereshteh Aalamifar","orcid":null},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"FERESHTEH AALAMIFAR","raw_affiliation_strings":["Department of Electrical &amp; Computer Engineering, Queens University, Kingston, Ontario, K7L 3N6, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical &amp; Computer Engineering, Queens University, Kingston, Ontario, K7L 3N6, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086570692","display_name":"PARISA ABEDIKHOOZANI","orcid":null},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"PARISA ABEDIKHOOZANI","raw_affiliation_strings":["Department of Electrical &amp; Computer Engineering, Isfahan University of Technology, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical &amp; Computer Engineering, Isfahan University of Technology, Isfahan, Iran","institution_ids":["https://openalex.org/I170013655"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12220292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"07","first_page":"1399","last_page":"1421"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9994999766349792,"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":0.9980000257492065,"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":0.9002521634101868},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8057174682617188},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.6613696813583374},{"id":"https://openalex.org/keywords/least-significant-bit","display_name":"Least significant bit","score":0.6100335717201233},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6023521423339844},{"id":"https://openalex.org/keywords/digital-audio","display_name":"Digital audio","score":0.5632665157318115},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5501797199249268},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.5073959231376648},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.49040842056274414},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47605273127555847},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.45747140049934387},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4381650686264038},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.4277118444442749},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3674837350845337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29378029704093933},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19901275634765625},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.16898375749588013},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.15846410393714905}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.9002521634101868},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8057174682617188},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.6613696813583374},{"id":"https://openalex.org/C4305246","wikidata":"https://www.wikidata.org/wiki/Q3885225","display_name":"Least significant bit","level":2,"score":0.6100335717201233},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6023521423339844},{"id":"https://openalex.org/C87687168","wikidata":"https://www.wikidata.org/wiki/Q173114","display_name":"Digital audio","level":4,"score":0.5632665157318115},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5501797199249268},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.5073959231376648},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.49040842056274414},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47605273127555847},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.45747140049934387},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4381650686264038},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.4277118444442749},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3674837350845337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29378029704093933},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19901275634765625},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.16898375749588013},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.15846410393714905},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126610006724","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126610006724","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1532906507","https://openalex.org/W1565541031","https://openalex.org/W1589812914","https://openalex.org/W2004686575","https://openalex.org/W2075652908","https://openalex.org/W2102511552","https://openalex.org/W2110013828","https://openalex.org/W2112938783","https://openalex.org/W2119174514","https://openalex.org/W2153615901","https://openalex.org/W2155447586","https://openalex.org/W2542409743","https://openalex.org/W2543113430"],"related_works":["https://openalex.org/W2134958869","https://openalex.org/W2112938783","https://openalex.org/W2051999756","https://openalex.org/W2205085860","https://openalex.org/W1952056521","https://openalex.org/W2116910905","https://openalex.org/W2139438093","https://openalex.org/W2109138539","https://openalex.org/W2771684231","https://openalex.org/W2128572451"],"abstract_inverted_index":{"Data":[0],"hiding":[1],"in":[2,73,146],"the":[3,17,48,68,74,101,108,125,128,142,165,175,181],"LSB":[4],"of":[5,20,25,40,47,70,78,110,114,127,144,150,158,180],"audio":[6,26,41,80,115,151],"signals":[7,42,116],"is":[8,14,84,98,132],"an":[9,111,147],"appealing":[10],"steganographic":[11],"method.":[12,183],"This":[13],"due":[15],"to":[16,32,86,91,135,139,163],"large":[18],"volume":[19],"real-time":[21],"production":[22],"and":[23,34,90,167,177],"transmission":[24],"data":[27,72,160],"which":[28],"makes":[29],"it":[30],"difficult":[31],"store":[33],"analyze":[35],"these":[36],"signals.":[37,129,152],"Hence,":[38,95],"steganalysis":[39,50,63],"requires":[43],"online":[44],"operations.":[45],"Most":[46],"existing":[49],"methods":[51],"work":[52],"on":[53],"stored":[54],"media":[55],"files.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60],"present":[61],"a":[62,119],"technique":[64],"that":[65],"can":[66],"detect":[67],"existence":[69],"embedded":[71,159],"least":[75],"significant":[76],"bits":[77],"natural":[79],"samples.":[81],"The":[82,104,130,171],"algorithm":[83,131,166],"designed":[85],"be":[87,92],"simple,":[88],"accurate,":[89],"hardware":[93,96,106,169],"implementable.":[94],"implementation":[97],"presented":[99],"for":[100],"proposed":[102,105,182],"algorithm.":[103],"analyzes":[107],"histogram":[109],"incoming":[112,148],"stream":[113,149],"by":[117],"using":[118],"sliding":[120],"window":[121],"strategy":[122],"without":[123],"needing":[124],"storage":[126],"mathematically":[133],"modeled":[134],"show":[136],"its":[137,168],"capability":[138],"accurately":[140],"predict":[141],"amount":[143],"embedding":[145],"Audio":[153],"files":[154],"with":[155],"different":[156],"amounts":[157],"were":[161],"used":[162],"test":[164],"implementation.":[170],"experimental":[172],"results":[173],"prove":[174],"functionality":[176],"high":[178],"accuracy":[179]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
