{"id":"https://openalex.org/W7204450256","doi":"https://doi.org/10.1201/9781003688174-16","title":"Cybersecurity, AI Ethics, and Commercial Defence Tech","display_name":"Cybersecurity, AI Ethics, and Commercial Defence Tech","publication_year":2026,"publication_date":"2026-08-27","ids":{"openalex":"https://openalex.org/W7204450256","doi":"https://doi.org/10.1201/9781003688174-16"},"language":"en","primary_location":{"id":"doi:10.1201/9781003688174-16","doi":"https://doi.org/10.1201/9781003688174-16","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781003688174-16","pdf_url":null,"source":{"id":"https://openalex.org/S4306463075","display_name":"CRC Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320584","host_organization_name":"CRC Press","host_organization_lineage":["https://openalex.org/P4310320584","https://openalex.org/P4310320547"],"host_organization_lineage_names":["CRC Press","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Generative AI for Next-Gen Defence Strategies","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7204469353","display_name":"Generative AI for Next-Gen Defence Strategies"},"type":"book-chapter","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/A5027855977","display_name":"Shrutika Mishra","orcid":"https://orcid.org/0000-0003-3029-6503","observed_orcids":["https://orcid.org/0000-0003-3029-6503"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shrutika Mishra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067136569","display_name":"Priyanshu Mishra","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Priyanshu Mishra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5148442766","display_name":"Noor A. Ibraheem","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noor A. Ibraheem","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.75762734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"329","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9473000168800354,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9473000168800354,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12888","display_name":"Military Strategy and Technology","score":0.023000000044703484,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13364","display_name":"Digitalization, Law, and Regulation","score":0.0071000000461936,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.9409999847412109},{"id":"https://openalex.org/keywords/ai-ethics","display_name":"AI ethics","score":0.722000002861023},{"id":"https://openalex.org/keywords/cybersecurity","display_name":"cybersecurity","score":0.7519999742507935},{"id":"https://openalex.org/keywords/military-technology","display_name":"military technology","score":0.8629999756813049},{"id":"https://openalex.org/keywords/dual-use-technology","display_name":"dual-use technology","score":0.8500000238418579},{"id":"https://openalex.org/keywords/ai-governance","display_name":"AI governance","score":0.7099999785423279},{"id":"https://openalex.org/keywords/responsible-ai","display_name":"responsible AI","score":0.7279999852180481},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.6010000109672546},{"id":"https://openalex.org/keywords/just-war-theory","display_name":"just war theory","score":0.8080000281333923},{"id":"https://openalex.org/keywords/autonomous-systems","display_name":"autonomous systems","score":0.7609999775886536},{"id":"https://openalex.org/keywords/international-regulatory-regimes","display_name":"international regulatory regimes","score":0.5920000076293945},{"id":"https://openalex.org/keywords/adversarial-robustness","display_name":"adversarial robustness","score":0.7710000276565552}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5547000169754028},{"id":"https://openalex.org/C2780625559","wikidata":"https://www.wikidata.org/wiki/Q5152592","display_name":"Commercialization","level":2,"score":0.4896000027656555},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4645000100135803},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4499000012874603},{"id":"https://openalex.org/C51575053","wikidata":"https://www.wikidata.org/wiki/Q72468","display_name":"Bureaucracy","level":3,"score":0.4498000144958496},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.448199987411499},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C64848388","wikidata":"https://www.wikidata.org/wiki/Q188867","display_name":"Futures studies","level":2,"score":0.3619999885559082},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.34880000352859497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34369999170303345},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32429999113082886},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3224000036716461},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.31929999589920044},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31769999861717224},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.30469998717308044},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.29600000381469727},{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2897000014781952},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2867000102996826},{"id":"https://openalex.org/C119232533","wikidata":"https://www.wikidata.org/wiki/Q873451","display_name":"Business ethics","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C34974158","wikidata":"https://www.wikidata.org/wiki/Q131257","display_name":"Intellectual property","level":2,"score":0.2799000144004822},{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.27950000762939453},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.27129998803138733},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.26989999413490295},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.26600000262260437},{"id":"https://openalex.org/C84309077","wikidata":"https://www.wikidata.org/wiki/Q3908516","display_name":"Entrepreneurship","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2628999948501587},{"id":"https://openalex.org/C2778491294","wikidata":"https://www.wikidata.org/wiki/Q1339824","display_name":"Mindset","level":2,"score":0.26010000705718994}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1201/9781003688174-16","doi":"https://doi.org/10.1201/9781003688174-16","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781003688174-16","pdf_url":null,"source":{"id":"https://openalex.org/S4306463075","display_name":"CRC Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320584","host_organization_name":"CRC Press","host_organization_lineage":["https://openalex.org/P4310320584","https://openalex.org/P4310320547"],"host_organization_lineage_names":["CRC Press","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Generative AI for Next-Gen Defence Strategies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8046000003814697,"display_name":"Peace, justice, and strong institutions"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7204478878","https://openalex.org/W7204495266","https://openalex.org/W7204454612","https://openalex.org/W4410972584","https://openalex.org/W4403734758","https://openalex.org/W7160169764","https://openalex.org/W4392828284","https://openalex.org/W7172347095","https://openalex.org/W7168151180","https://openalex.org/W7078920020"],"abstract_inverted_index":{"The":[0,127,202],"integration":[1],"of":[2,45,55,84,133,165,186,190,193,199],"generative":[3],"artificial":[4],"intelligence":[5],"(GenAI)":[6],"into":[7],"the":[8,33,43,52,56,73,106,131,163,184,195],"defense":[9],"and":[10,21,26,66,78,91,116,123,156,179,183,218],"cybersecurity":[11],"sectors":[12],"represents":[13],"a":[14,109,140,150,172,187,206],"paradigm":[15],"shift,":[16],"simultaneously":[17],"offering":[18],"unprecedented":[19],"capabilities":[20],"introducing":[22],"profound":[23],"ethical,":[24],"legal,":[25],"operational":[27],"dilemmas.":[28],"This":[29],"chapter":[30,107],"argues":[31],"that":[32,130,143,162,212],"core":[34],"challenge":[35],"is":[36,214],"no":[37],"longer":[38],"solely":[39],"technical":[40,64,176],"feasibility":[41],"but":[42],"governance":[44],"its":[46],"inherent":[47],"dual-use":[48],"nature.":[49],"We":[50],"trace":[51],"intellectual":[53],"trajectory":[54],"field,":[57],"demonstrating":[58],"how":[59],"initial":[60],"research":[61],"focused":[62],"on":[63,72,171],"performance":[65],"adversarial":[67],"robustness":[68],"has":[69],"progressively":[70],"converged":[71],"imperative":[74],"for":[75],"ethical":[76,97,114,181],"frameworks":[77],"cross-sector":[79],"governance.":[80],"Through":[81],"an":[82],"analysis":[83],"methodologies":[85],"ranging":[86],"from":[87],"quantitative":[88],"model":[89],"validation":[90],"explainable":[92],"AI":[93,167],"(XAI)":[94],"audits":[95],"to":[96,148,210],"assessments":[98],"grounded":[99],"in":[100,136,168],"principles":[101,115],"like":[102],"Just":[103],"War":[104],"Theory,":[105],"reveals":[108],"critical":[110],"gap":[111],"between":[112],"theoretical":[113],"their":[117],"practical":[118],"implementation":[119],"within":[120],"defence":[121,169],"bureaucracies":[122],"international":[124],"regulatory":[125],"regimes.":[126],"discussion":[128],"underscores":[129],"commercialization":[132],"these":[134],"technologies":[135],"sensitive":[137],"domains":[138],"necessitates":[139],"new":[141,188],"paradigm\u2014one":[142],"moves":[144],"beyond":[145],"siloed":[146],"expertise":[147],"foster":[149],"shared":[151],"language":[152],"among":[153],"engineers,":[154],"policymakers,":[155],"business":[157],"leaders.":[158],"Ultimately,":[159],"we":[160],"contend":[161],"future":[164],"responsible":[166],"hinges":[170],"tripartite":[173],"foundation:":[174],"robust":[175],"security,":[177],"agile":[178],"enforceable":[180],"governance,":[182],"cultivation":[185],"generation":[189],"\u2018ethicist-engineers\u2019":[191],"capable":[192],"navigating":[194],"complex":[196],"moral":[197],"landscape":[198],"autonomous":[200],"systems.":[201],"path":[203],"forward":[204],"demands":[205],"collaborative,":[207],"multidisciplinary":[208],"approach":[209],"ensure":[211],"innovation":[213],"matched":[215],"with":[216],"integrity":[217],"accountability.":[219]},"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2026-08-28T00:00:00"}
