{"id":"https://openalex.org/W4409574352","doi":"https://doi.org/10.4018/979-8-3373-0563-9.ch029","title":"Approaches of Deep Learning for Critical Security Representation in the Society","display_name":"Approaches of Deep Learning for Critical Security Representation in the Society","publication_year":2025,"publication_date":"2025-04-18","ids":{"openalex":"https://openalex.org/W4409574352","doi":"https://doi.org/10.4018/979-8-3373-0563-9.ch029"},"language":"en","primary_location":{"id":"doi:10.4018/979-8-3373-0563-9.ch029","doi":"https://doi.org/10.4018/979-8-3373-0563-9.ch029","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3373-0563-9.ch029","pdf_url":null,"source":{"id":"https://openalex.org/S4210168370","display_name":"Advances in information security, privacy, and ethics book series","issn_l":"1948-9730","issn":["1948-9730","1948-9749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Information Security, Privacy, and Ethics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4409573907","display_name":"Deep Learning Innovations for Securing Critical Infrastructures"},"type":"book-chapter","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/A5078065980","display_name":"Ratnesh Kumar Shukla","orcid":"https://orcid.org/0000-0002-8279-7011","observed_orcids":["https://orcid.org/0000-0002-8279-7011"]},"institutions":[{"id":"https://openalex.org/I116943215","display_name":"Dr. A.P.J. Abdul Kalam Technical University","ror":"https://ror.org/03h56sg55","country_code":"IN","type":"education","lineage":["https://openalex.org/I116943215"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ratnesh Kumar Shukla","raw_affiliation_strings":["Dr. A.P.J. Abdul Kalam Technical University, India"],"raw_orcid":"https://orcid.org/0000-0002-8279-7011","affiliations":[{"raw_affiliation_string":"Dr. A.P.J. Abdul Kalam Technical University, India","institution_ids":["https://openalex.org/I116943215"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Arvind Kumar Tiwari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405277966","display_name":"Kamla Nehru Institute of Technology","ror":"https://ror.org/04fv68152","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405277966"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arvind Kumar Tiwari","raw_affiliation_strings":["KNIT, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KNIT, India","institution_ids":["https://openalex.org/I4405277966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041894600","display_name":"Manmohan Mishra","orcid":"https://orcid.org/0000-0001-7389-4672","observed_orcids":["https://orcid.org/0000-0001-7389-4672"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manmohan Mishra","raw_affiliation_strings":["United Institute of Management, India"],"raw_orcid":"https://orcid.org/0000-0001-7389-4672","affiliations":[{"raw_affiliation_string":"United Institute of Management, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ashok Tripathi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashok Tripathi","raw_affiliation_strings":["Shambhunath Institute of Engineering and Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shambhunath Institute of Engineering and Technology, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112745877","display_name":"Shivam Bhardwaj","orcid":"https://orcid.org/0009-0005-4554-7397","observed_orcids":["https://orcid.org/0009-0005-4554-7397"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shivam Bhardwaj","raw_affiliation_strings":["United Institute of Management, India"],"raw_orcid":"https://orcid.org/0009-0005-4554-7397","affiliations":[{"raw_affiliation_string":"United Institute of Management, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"479","last_page":"490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.8604000210762024,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.8604000210762024,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.10859999805688858,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.009200000204145908,"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/deep-learning","display_name":"deep learning","score":0.8759999871253967},{"id":"https://openalex.org/keywords/critical-infrastructure-protection","display_name":"critical infrastructure protection","score":0.9980000257492065},{"id":"https://openalex.org/keywords/infrastructure-resilience","display_name":"infrastructure resilience","score":0.8659999966621399},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.7490000128746033},{"id":"https://openalex.org/keywords/image-and-video-analysis","display_name":"image and video analysis","score":0.7979999780654907},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.5580000281333923},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"pattern recognition","score":0.3970000147819519}],"concepts":[{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5296789407730103},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.35318154096603394},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.33457034826278687},{"id":"https://openalex.org/C95124753","wikidata":"https://www.wikidata.org/wiki/Q875686","display_name":"Environmental ethics","level":1,"score":0.3234679698944092},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26196449995040894},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.14834380149841309},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.12956610321998596},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.06556075811386108}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/979-8-3373-0563-9.ch029","doi":"https://doi.org/10.4018/979-8-3373-0563-9.ch029","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3373-0563-9.ch029","pdf_url":null,"source":{"id":"https://openalex.org/S4210168370","display_name":"Advances in information security, privacy, and ethics book series","issn_l":"1948-9730","issn":["1948-9730","1948-9749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Information Security, Privacy, and Ethics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.8970999717712402}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2502125849","https://openalex.org/W2762915464","https://openalex.org/W3004549212","https://openalex.org/W3128778432","https://openalex.org/W3133512898","https://openalex.org/W3175744804","https://openalex.org/W4206484640","https://openalex.org/W4206535329","https://openalex.org/W4214903067","https://openalex.org/W4220993117","https://openalex.org/W4292182172","https://openalex.org/W4311059703","https://openalex.org/W4321843527","https://openalex.org/W4321843761","https://openalex.org/W4366203385","https://openalex.org/W4385080417","https://openalex.org/W4385080469","https://openalex.org/W4392432151","https://openalex.org/W4392919808"],"related_works":["https://openalex.org/W7124322577","https://openalex.org/W2913729879","https://openalex.org/W4411339939","https://openalex.org/W4415202553","https://openalex.org/W4409573890","https://openalex.org/W4409573286","https://openalex.org/W4292267279","https://openalex.org/W4409723124","https://openalex.org/W4409574014","https://openalex.org/W7213302853"],"abstract_inverted_index":{"Modern":[0],"society":[1],"depends":[2],"on":[3],"key":[4],"infrastructures":[5,133],"being":[6],"resilient,":[7],"although":[8],"a":[9,46],"large":[10],"portion":[11],"of":[12,48,71,85],"deployed":[13],"infrastructure":[14,28],"has":[15],"not":[16],"yet":[17],"completely":[18],"benefited":[19],"from":[20,62,87],"contemporary":[21],"technological":[22],"advancements.":[23],"Deep":[24,40],"learning":[25,41,73,115],"and":[26,54,65,80,91,125],"critical":[27,132],"protection":[29],"are":[30,35,68,120,128],"two":[31],"distinct":[32],"domains":[33],"that":[34,58],"intersected":[36],"in":[37,45,113,122],"this":[38,76,101,123],"chapter.":[39],"can":[42],"increase":[43],"resilience":[44],"variety":[47],"industries,":[49],"including":[50],"finance,":[51],"electronics,":[52],"education,":[53],"security.":[55],"Computer":[56],"systems":[57,119],"automatically":[59,78],"recognize":[60],"patterns":[61],"example":[63],"data":[64],"image/video":[66],"analysis":[67],"the":[69,82,126],"subject":[70],"deep":[72,114],"research.":[74],"Additionally,":[75],"involves":[77],"segmenting":[79],"identifying":[81],"corrected":[83],"objects":[84],"interest":[86],"text,":[88],"audio,":[89],"video,":[90],"image":[92],"data.":[93],"When":[94],"it":[95],"comes":[96],"to":[97,106,130],"protecting":[98],"vital":[99],"infrastructures,":[100],"technology":[102],"may":[103],"be":[104],"able":[105],"automate":[107],"threat":[108],"assessments.":[109],"The":[110],"latest":[111],"developments":[112],"for":[116],"computer":[117],"vision":[118],"covered":[121],"chapter,":[124],"ideas":[127],"used":[129],"make":[131],"more":[134],"resilient.":[135]},"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2025-04-18T00:00:00"}