{"id":"https://openalex.org/W3079675143","doi":"https://doi.org/10.1109/tcbb.2020.3017191","title":"DNA Privacy: Analyzing Malicious DNA Sequences Using Deep Neural Networks","display_name":"DNA Privacy: Analyzing Malicious DNA Sequences Using Deep Neural Networks","publication_year":2020,"publication_date":"2020-08-18","ids":{"openalex":"https://openalex.org/W3079675143","doi":"https://doi.org/10.1109/tcbb.2020.3017191","mag":"3079675143","pmid":"https://pubmed.ncbi.nlm.nih.gov/32809941"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2020.3017191","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcbb.2020.3017191","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tcbb.2020.3017191","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008547463","display_name":"Ho Bae","orcid":"https://orcid.org/0000-0002-5238-3547"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ho Bae","raw_affiliation_strings":["Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0002-5238-3547","affiliations":[{"raw_affiliation_string":"Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000082239","display_name":"Seonwoo Min","orcid":"https://orcid.org/0000-0002-3278-0211"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seonwoo Min","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0002-3278-0211","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100366819","display_name":"Hyun-Soo Choi","orcid":"https://orcid.org/0000-0002-3594-8948"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun-Soo Choi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0002-3594-8948","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086877012","display_name":"Sungroh Yoon","orcid":"https://orcid.org/0000-0002-2367-197X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungroh Yoon","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Interdisciplinary Program in Bioinformatics, Interdisciplinary Program in Artificial Intelligence, ASRI, INMC, and Institute of Engineering Research, Seoul National University, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0002-2367-197X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Interdisciplinary Program in Bioinformatics, Interdisciplinary Program in Artificial Intelligence, ASRI, INMC, and Institute of Engineering Research, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7831,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.7450935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":"2","first_page":"888","last_page":"898"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9983999729156494,"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":0.9933000206947327,"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":0.8779116868972778},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.8150685429573059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7149826288223267},{"id":"https://openalex.org/keywords/information-hiding","display_name":"Information hiding","score":0.6755856871604919},{"id":"https://openalex.org/keywords/covert","display_name":"Covert","score":0.6294732093811035},{"id":"https://openalex.org/keywords/covert-channel","display_name":"Covert channel","score":0.5564859509468079},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.49348628520965576},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4416925311088562},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43455925583839417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4208436608314514},{"id":"https://openalex.org/keywords/dna-sequencing","display_name":"DNA sequencing","score":0.4193367660045624},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.41258862614631653},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4102100431919098},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3485689163208008},{"id":"https://openalex.org/keywords/dna","display_name":"DNA","score":0.2517281770706177},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10539552569389343},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08686596155166626},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.08473539352416992}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.8779116868972778},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.8150685429573059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7149826288223267},{"id":"https://openalex.org/C3073032","wikidata":"https://www.wikidata.org/wiki/Q15912075","display_name":"Information hiding","level":3,"score":0.6755856871604919},{"id":"https://openalex.org/C2779338814","wikidata":"https://www.wikidata.org/wiki/Q5179285","display_name":"Covert","level":2,"score":0.6294732093811035},{"id":"https://openalex.org/C29024540","wikidata":"https://www.wikidata.org/wiki/Q1476964","display_name":"Covert channel","level":5,"score":0.5564859509468079},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.49348628520965576},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4416925311088562},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43455925583839417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4208436608314514},{"id":"https://openalex.org/C51679486","wikidata":"https://www.wikidata.org/wiki/Q380546","display_name":"DNA sequencing","level":3,"score":0.4193367660045624},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.41258862614631653},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4102100431919098},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3485689163208008},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.2517281770706177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10539552569389343},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08686596155166626},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.08473539352416992},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C103377522","wikidata":"https://www.wikidata.org/wiki/Q3493999","display_name":"Security information and event management","level":4,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001483","descriptor_name":"Base Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001483","descriptor_name":"Base Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001483","descriptor_name":"Base Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004247","descriptor_name":"DNA","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004247","descriptor_name":"DNA","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004247","descriptor_name":"DNA","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcbb.2020.3017191","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcbb.2020.3017191","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:32809941","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32809941","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM transactions on computational biology and bioinformatics","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tcbb.2020.3017191","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcbb.2020.3017191","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G2035220765","display_name":null,"funder_award_id":"918013-4","funder_id":"https://openalex.org/F4320322033","funder_display_name":"Ministry of Agriculture, Food and Rural Affairs"},{"id":"https://openalex.org/G3496980600","display_name":null,"funder_award_id":"2014M3C9A3063541","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8790935500","display_name":null,"funder_award_id":"2018R1A2B3001628","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322033","display_name":"Ministry of Agriculture, Food and Rural Affairs","ror":"https://ror.org/009g8rq41"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W1415802044","https://openalex.org/W1494538302","https://openalex.org/W1498183065","https://openalex.org/W1515279718","https://openalex.org/W1518402653","https://openalex.org/W1522301498","https://openalex.org/W1534147215","https://openalex.org/W1589812914","https://openalex.org/W1590765731","https://openalex.org/W1596717185","https://openalex.org/W1603283743","https://openalex.org/W1643629030","https://openalex.org/W1760530029","https://openalex.org/W1955882805","https://openalex.org/W1964604871","https://openalex.org/W1974178918","https://openalex.org/W1975846642","https://openalex.org/W1978495714","https://openalex.org/W1981570639","https://openalex.org/W1989026574","https://openalex.org/W1990210083","https://openalex.org/W2001079689","https://openalex.org/W2026480276","https://openalex.org/W2046521405","https://openalex.org/W2052267638","https://openalex.org/W2052976715","https://openalex.org/W2053007711","https://openalex.org/W2055043387","https://openalex.org/W2055830158","https://openalex.org/W2070876863","https://openalex.org/W2073527744","https://openalex.org/W2083122891","https://openalex.org/W2087811006","https://openalex.org/W2095705004","https://openalex.org/W2116435618","https://openalex.org/W2118390049","https://openalex.org/W2124135641","https://openalex.org/W2130706803","https://openalex.org/W2142702487","https://openalex.org/W2142901448","https://openalex.org/W2145960764","https://openalex.org/W2149842071","https://openalex.org/W2152688060","https://openalex.org/W2156246479","https://openalex.org/W2167999072","https://openalex.org/W2170598445","https://openalex.org/W2173233272","https://openalex.org/W2181849526","https://openalex.org/W2184217380","https://openalex.org/W2185072361","https://openalex.org/W2508330072","https://openalex.org/W2528826503","https://openalex.org/W2539731277","https://openalex.org/W2542290803","https://openalex.org/W2609786609","https://openalex.org/W2735589681","https://openalex.org/W2749193951","https://openalex.org/W2771036112","https://openalex.org/W2808467956","https://openalex.org/W2883233582","https://openalex.org/W2910360975","https://openalex.org/W2963901957","https://openalex.org/W2964267196","https://openalex.org/W3100675441","https://openalex.org/W4205855417","https://openalex.org/W4254812591","https://openalex.org/W6629670641","https://openalex.org/W6674330103","https://openalex.org/W6677326919","https://openalex.org/W6677340584","https://openalex.org/W6682053832","https://openalex.org/W6685520676","https://openalex.org/W6685858987","https://openalex.org/W6686157071","https://openalex.org/W6727985941","https://openalex.org/W6743223498","https://openalex.org/W6744274381","https://openalex.org/W6746523225","https://openalex.org/W6758333931"],"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/W1716757876","https://openalex.org/W2497446005"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,79],"next-generation":[3],"sequencing":[4],"technologies":[5],"have":[6,22,72,177],"led":[7],"to":[8,25,49,63,75,90,110,157,163,181],"the":[9,124],"successful":[10],"insertion":[11],"of":[12,34,59,126],"video":[13],"information":[14,66],"into":[15,29],"DNA":[16,111,132,185],"using":[17,153],"synthesized":[18],"oligonucleotides.":[19],"Several":[20],"attempts":[21],"been":[23,73,141],"made":[24],"embed":[26],"larger":[27],"data":[28,48],"living":[30],"organisms.":[31],"This":[32],"process":[33],"embedding":[35],"messages":[36,77],"is":[37,42,56,162],"called":[38],"steganography":[39,112,120],"and":[40,46,113,149,174],"it":[41],"used":[43],"for":[44],"hiding":[45],"watermarking":[47],"protect":[50],"intellectual":[51],"property.":[52],"In":[53],"contrast,":[54],"steganalysis":[55,85],"a":[57,129,154,160,165,179],"group":[58],"algorithms":[60,86],"that":[61],"serves":[62],"detect":[64,76],"hidden":[65],"from":[67],"covert":[68,81,92],"media.":[69,93],"Various":[70],"methods":[71],"developed":[74,119,178],"embedded":[78],"conventional":[80,84,127],"channels.":[82],"However,":[83],"are":[87,114],"mostly":[88],"limited":[89],"common":[91,95],"Most":[94],"detection":[96],"approaches,":[97,128],"such":[98],"as":[99],"frequency":[100],"analysis-based":[101],"methods,":[102],"often":[103],"overlook":[104],"important":[105],"signals":[106],"when":[107],"directly":[108],"applied":[109],"easily":[115],"bypassed":[116],"by":[117],"recently":[118],"techniques.":[121],"To":[122],"address":[123],"limitations":[125],"sequence-learning-based":[130],"malicious":[131],"sequence":[133,161],"analysis":[134],"method":[135,145],"based":[136],"on":[137,171],"neural":[138],"networks":[139],"has":[140],"proposed.":[142],"The":[143],"proposed":[144],"learns":[146],"intrinsic":[147],"distributions":[148],"identifies":[150],"distribution":[151],"variations":[152],"classification":[155],"score":[156],"predict":[158],"whether":[159],"be":[164],"coding":[166],"or":[167],"non-coding":[168],"sequence.":[169],"Based":[170],"our":[172],"experiments":[173],"results,":[175],"we":[176],"framework":[180],"safeguard":[182],"security":[183],"against":[184],"steganography.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}