{"id":"https://openalex.org/W2052236710","doi":"https://doi.org/10.1109/3pgcic.2014.109","title":"Virus-Evolutionary Genetic Algorithm Based Selective Ensemble for Steganalysis","display_name":"Virus-Evolutionary Genetic Algorithm Based Selective Ensemble for Steganalysis","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2052236710","doi":"https://doi.org/10.1109/3pgcic.2014.109","mag":"2052236710"},"language":"en","primary_location":{"id":"doi:10.1109/3pgcic.2014.109","doi":"https://doi.org/10.1109/3pgcic.2014.109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/3pgcic.2014.109","pdf_url":null,"source":{"id":"https://openalex.org/S4306497907","display_name":"International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Ninth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W2052236710"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5027868017","display_name":"Fuqiang Di","orcid":"https://orcid.org/0000-0002-6233-0190","observed_orcids":["https://orcid.org/0000-0002-6233-0190"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Di Fuqiang","raw_affiliation_strings":["Key Laboratory of Cryptography, Engineering University of CAPF, Xi'an, China","Key Lab. of Cryptography Eng., Univ. of CAPF, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Cryptography, Engineering University of CAPF, Xi'an, China","institution_ids":[]},{"raw_affiliation_string":"Key Lab. of Cryptography Eng., Univ. of CAPF, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhang Minqing","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang Minqing","raw_affiliation_strings":["Key Laboratory of Cryptography, Engineering University of CAPF, Xi'an, China","Key Lab. of Cryptography Eng., Univ. of CAPF, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Cryptography, Engineering University of CAPF, Xi'an, China","institution_ids":[]},{"raw_affiliation_string":"Key Lab. of Cryptography Eng., Univ. of CAPF, Xi'an, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Liu Jia","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu Jia","raw_affiliation_strings":["Key Laboratory of Cryptography, Engineering University of CAPF, Xi'an, China","Key Lab. of Cryptography Eng., Univ. of CAPF, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Cryptography, Engineering University of CAPF, Xi'an, China","institution_ids":[]},{"raw_affiliation_string":"Key Lab. of Cryptography Eng., Univ. of CAPF, Xi'an, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1751,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.35126582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":"9028","issue":null,"first_page":"553","last_page":"558"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9491999745368958,"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":0.9491999745368958,"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":0.027300000190734863,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.0012000000569969416,"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":0.9890000224113464},{"id":"https://openalex.org/keywords/genetic-algorithm-optimization","display_name":"genetic algorithm optimization","score":0.6340000033378601},{"id":"https://openalex.org/keywords/base-learner-selection","display_name":"base learner selection","score":0.7789999842643738},{"id":"https://openalex.org/keywords/weighted-voting","display_name":"weighted voting","score":0.9819999933242798},{"id":"https://openalex.org/keywords/universal-steganalysis","display_name":"universal steganalysis","score":0.7360000014305115}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.9415520429611206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677940845489502},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6732757687568665},{"id":"https://openalex.org/C153668964","wikidata":"https://www.wikidata.org/wiki/Q27636","display_name":"Majority rule","level":2,"score":0.5732814073562622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5456708669662476},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5432357788085938},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5151277780532837},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4917159676551819},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36308059096336365},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.35245317220687866},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3481389880180359},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3174692392349243},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.1552303433418274},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/3pgcic.2014.109","doi":"https://doi.org/10.1109/3pgcic.2014.109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/3pgcic.2014.109","pdf_url":null,"source":{"id":"https://openalex.org/S4306497907","display_name":"International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Ninth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1955882805","https://openalex.org/W1966340347","https://openalex.org/W1968832000","https://openalex.org/W2009130368","https://openalex.org/W2054408106","https://openalex.org/W2071451750","https://openalex.org/W2100128988","https://openalex.org/W2124664712","https://openalex.org/W2332985374","https://openalex.org/W4232478844","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W7162840409","https://openalex.org/W2231919204","https://openalex.org/W2990317537","https://openalex.org/W2113461921","https://openalex.org/W1981833647","https://openalex.org/W1969617124","https://openalex.org/W2619668922","https://openalex.org/W2391941048","https://openalex.org/W2124664712","https://openalex.org/W7101165002"],"abstract_inverted_index":{"Traditional":[0],"classifiers":[1],"in":[2],"steganalysis":[3,28],"are":[4],"no":[5],"longer":[6],"applicable":[7],"when":[8],"faced":[9],"with":[10,48],"massive":[11],"feature":[12],"set":[13],"and":[14],"high-dimensional":[15],"sample":[16],"set.":[17],"We":[18],"proposed":[19,64],"a":[20],"kind":[21],"of":[22,42],"selective":[23,65],"ensemble":[24,66],"classifier":[25,67],"for":[26],"universal":[27],"based":[29],"on":[30],"virus-evolutionary":[31],"genetic":[32,46],"algorithm.":[33],"After":[34],"generating":[35],"some":[36,41],"base":[37],"learners,":[38],"we":[39],"selected":[40],"them":[43],"according":[44],"to":[45],"optimization":[47],"an":[49],"additonal":[50],"virus":[51],"population.":[52],"The":[53],"final":[54],"detection":[55],"results":[56],"came":[57],"from":[58],"weighted":[59],"voting.":[60],"Experiments":[61],"showed":[62],"that":[63],"performed":[68],"better":[69],"than":[70],"existing":[71],"ones.":[72]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}