{"id":"https://openalex.org/W2885997731","doi":"https://doi.org/10.23919/apsipa.2018.8659525","title":"Tackling Android Stego Apps in the Wild","display_name":"Tackling Android Stego Apps in the Wild","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2885997731","doi":"https://doi.org/10.23919/apsipa.2018.8659525","mag":"2885997731"},"language":"en","primary_location":{"id":"doi:10.23919/apsipa.2018.8659525","is_oa":false,"landing_page_url":"https://doi.org/10.23919/apsipa.2018.8659525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","raw_type":"proceedings-article"},"type":"preprint","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/A5046158345","display_name":"Wenhao Chen","orcid":"https://orcid.org/0000-0002-0660-4222"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wenhao Chen","raw_affiliation_strings":["Iowa State University, Ames, IA, USA"],"affiliations":[{"raw_affiliation_string":"Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101843401","display_name":"Lin Li","orcid":"https://orcid.org/0000-0002-5184-7258"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Lin","raw_affiliation_strings":["Iowa State University, Ames, IA, USA"],"affiliations":[{"raw_affiliation_string":"Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042783680","display_name":"Min Wu","orcid":"https://orcid.org/0000-0001-7672-9357"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Wu","raw_affiliation_strings":["University of Maryland, College Park, Maryland, MD, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland, College Park, Maryland, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000369926","display_name":"Jennifer Newman","orcid":"https://orcid.org/0000-0001-7220-0915"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Newman","raw_affiliation_strings":["Iowa State University, Ames, IA, USA"],"affiliations":[{"raw_affiliation_string":"Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046158345"],"corresponding_institution_ids":["https://openalex.org/I173911158"],"apc_list":null,"apc_paid":null,"fwci":0.3187,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62391758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1564","last_page":"1573"},"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":0.9998000264167786,"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":0.9936000108718872,"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":0.8348960876464844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7803845405578613},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.7737338542938232},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.6608378887176514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5796720385551453},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.45819291472435},{"id":"https://openalex.org/keywords/digital-signature","display_name":"Digital signature","score":0.4274978041648865},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.4271456003189087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42371371388435364},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.41777920722961426},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3309725522994995},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32130545377731323}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.8348960876464844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7803845405578613},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.7737338542938232},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.6608378887176514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5796720385551453},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.45819291472435},{"id":"https://openalex.org/C118463975","wikidata":"https://www.wikidata.org/wiki/Q220849","display_name":"Digital signature","level":3,"score":0.4274978041648865},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.4271456003189087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42371371388435364},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.41777920722961426},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3309725522994995},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32130545377731323},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"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":2,"locations":[{"id":"doi:10.23919/apsipa.2018.8659525","is_oa":false,"landing_page_url":"https://doi.org/10.23919/apsipa.2018.8659525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","raw_type":"proceedings-article"},{"id":"pmh:oai:lib.dr.iastate.edu:csafe_conf-1004","is_oa":false,"landing_page_url":"https://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=1004&context=csafe_conf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402005","display_name":"Iowa State University Digital Repository (Iowa State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173911158","host_organization_name":"Iowa State University","host_organization_lineage":["https://openalex.org/I173911158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CSAFE Presentations and Proceedings","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W22271197","https://openalex.org/W109683945","https://openalex.org/W1760530029","https://openalex.org/W1915915253","https://openalex.org/W2009130368","https://openalex.org/W2030997406","https://openalex.org/W2031466562","https://openalex.org/W2066923536","https://openalex.org/W2071451750","https://openalex.org/W2106663508","https://openalex.org/W2124664712","https://openalex.org/W2142503704","https://openalex.org/W2167999072","https://openalex.org/W2569909046","https://openalex.org/W2889171067","https://openalex.org/W6640203312","https://openalex.org/W6658391760"],"related_works":["https://openalex.org/W2148973528","https://openalex.org/W2939392096","https://openalex.org/W4243922849","https://openalex.org/W2930153478","https://openalex.org/W2106726851","https://openalex.org/W4309385482","https://openalex.org/W3154843532","https://openalex.org/W2068740952","https://openalex.org/W2182496537","https://openalex.org/W2792878404"],"abstract_inverted_index":{"Digital":[0],"image":[1,135],"forensics":[2],"is":[3,45,107,128],"a":[4,110,129,133],"young":[5],"but":[6],"maturing":[7],"field,":[8],"encompassing":[9],"key":[10],"areas":[11],"such":[12],"as":[13],"camera":[14],"identification,":[15],"detection":[16,57,84,157],"of":[17,58,103,113,124],"forged":[18],"images,":[19],"and":[20,29,96,141,153,161],"steganalysis.":[21],"However,":[22],"large":[23,134],"gaps":[24],"exist":[25],"between":[26],"academic":[27,38],"results":[28],"applications":[30],"used":[31],"by":[32,137],"practicing":[33],"forensic":[34],"analysts.":[35],"To":[36],"move":[37],"discoveries":[39],"closer":[40],"to":[41,47,72,81,108,164],"real-world":[42],"implementations,":[43],"it":[44],"important":[46],"use":[48],"data":[49],"that":[50],"represent":[51],"\u201cin":[52],"the":[53,104,145],"wild\u201d":[54],"scenarios.":[55],"For":[56],"stego":[59,114,159],"images":[60,65,86,115],"created":[61],"from":[62,67,87,116],"steganography":[63],"apps,":[64,160],"generated":[66],"those":[68],"apps":[69,89,118],"are":[70],"ideal":[71],"use.":[73],"In":[74],"this":[75],"paper,":[76],"we":[77],"present":[78],"our":[79,125],"work":[80],"perform":[82],"steg":[83],"on":[85,158],"mobile":[88],"using":[90,138],"two":[91],"different":[92,117],"approaches:":[93],"\u201csignature\u201d":[94],"detection,":[95],"machine":[97],"learning":[98],"methods.":[99],"A":[100],"principal":[101],"challenge":[102],"ML":[105,169],"task":[106],"create":[109],"great":[111],"many":[112],"with":[119],"certain":[120],"embedding":[121],"rates.":[122],"One":[123],"main":[126],"contributions":[127],"procedure":[130],"for":[131,155],"generating":[132],"database":[136],"Android":[139],"emulators":[140],"reverse":[142],"engineering":[143],"techniques,":[144],"first":[146],"time":[147],"ever":[148],"done.":[149],"We":[150],"develop":[151],"algorithms":[152],"tools":[154],"signature":[156],"provide":[162],"solutions":[163],"issues":[165],"encountered":[166],"when":[167],"creating":[168],"classifiers.":[170]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
