{"id":"https://openalex.org/W4281263421","doi":"https://doi.org/10.3390/s22103895","title":"Cross Deep Learning Method for Effectively Detecting the Propagation of IoT Botnet","display_name":"Cross Deep Learning Method for Effectively Detecting the Propagation of IoT Botnet","publication_year":2022,"publication_date":"2022-05-20","ids":{"openalex":"https://openalex.org/W4281263421","doi":"https://doi.org/10.3390/s22103895","pmid":"https://pubmed.ncbi.nlm.nih.gov/35632306"},"language":"en","primary_location":{"id":"doi:10.3390/s22103895","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22103895","pdf_url":"https://www.mdpi.com/1424-8220/22/10/3895/pdf?version=1653441283","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/10/3895/pdf?version=1653441283","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041555181","display_name":"Majda Wazzan","orcid":"https://orcid.org/0000-0003-3333-0850"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Majda Wazzan","raw_affiliation_strings":["Computer Science Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-3333-0850","affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113951642","display_name":"Daniyal Algazzawi","orcid":null},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Daniyal Algazzawi","raw_affiliation_strings":["Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-5533-3203","affiliations":[{"raw_affiliation_string":"Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045587553","display_name":"Aiiad Albeshri","orcid":"https://orcid.org/0000-0003-3796-0294"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Aiiad Albeshri","raw_affiliation_strings":["Computer Science Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-3796-0294","affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067893495","display_name":"Syed Hamid Hasan","orcid":"https://orcid.org/0000-0001-6912-3226"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Syed Hasan","raw_affiliation_strings":["Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064850998","display_name":"Osama Rabie","orcid":"https://orcid.org/0000-0001-8680-7080"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Osama Rabie","raw_affiliation_strings":["Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-8680-7080","affiliations":[{"raw_affiliation_string":"Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":null,"display_name":"Muhammad Zubair Asghar","orcid":"https://orcid.org/0000-0003-3320-2074"},"institutions":[{"id":"https://openalex.org/I172324550","display_name":"Gomal University","ror":"https://ror.org/0241b8f19","country_code":"PK","type":"education","lineage":["https://openalex.org/I172324550"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Zubair Asghar","raw_affiliation_strings":["Institute of Computing and Information Technology (ICIT), Gomal University, Dera Ismail Khan 29050, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-3320-2074","affiliations":[{"raw_affiliation_string":"Institute of Computing and Information Technology (ICIT), Gomal University, Dera Ismail Khan 29050, Pakistan","institution_ids":["https://openalex.org/I172324550"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041555181"],"corresponding_institution_ids":["https://openalex.org/I185163786"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.9308,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8555977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"22","issue":"10","first_page":"3895","last_page":"3895"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.9533298015594482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7810120582580566},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6724669933319092},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6302694082260132},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.625718891620636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5596635341644287},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5524963140487671},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40530139207839966},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2637280821800232},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13190749287605286}],"concepts":[{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.9533298015594482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7810120582580566},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6724669933319092},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6302694082260132},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.625718891620636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5596635341644287},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5524963140487671},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40530139207839966},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2637280821800232},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13190749287605286}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22103895","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22103895","pdf_url":"https://www.mdpi.com/1424-8220/22/10/3895/pdf?version=1653441283","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35632306","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35632306","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:390e36b9785a42c28002add3576ad557","is_oa":true,"landing_page_url":"https://doaj.org/article/390e36b9785a42c28002add3576ad557","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 10, p 3895 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/10/3895/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22103895","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 10; Pages: 3895","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9144085","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9144085","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22103895","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22103895","pdf_url":"https://www.mdpi.com/1424-8220/22/10/3895/pdf?version=1653441283","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281263421.pdf","grobid_xml":"https://content.openalex.org/works/W4281263421.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W2586432806","https://openalex.org/W2783348159","https://openalex.org/W2789983203","https://openalex.org/W2801118360","https://openalex.org/W2803414046","https://openalex.org/W2902209387","https://openalex.org/W2907516583","https://openalex.org/W2908445743","https://openalex.org/W2956839102","https://openalex.org/W2963683434","https://openalex.org/W2965568386","https://openalex.org/W2973142416","https://openalex.org/W2980038013","https://openalex.org/W2980686091","https://openalex.org/W2995789841","https://openalex.org/W2998722477","https://openalex.org/W3008580541","https://openalex.org/W3013100408","https://openalex.org/W3015447130","https://openalex.org/W3015461837","https://openalex.org/W3047597758","https://openalex.org/W3092149785","https://openalex.org/W3123705133","https://openalex.org/W3139008799","https://openalex.org/W3175402960","https://openalex.org/W3187104866","https://openalex.org/W3194730353","https://openalex.org/W3204183477","https://openalex.org/W3204486368","https://openalex.org/W3210900743","https://openalex.org/W3216260728","https://openalex.org/W4200206556","https://openalex.org/W4248649664","https://openalex.org/W6757860820","https://openalex.org/W6782086309"],"related_works":["https://openalex.org/W2294483539","https://openalex.org/W2378449000","https://openalex.org/W2901835651","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4380075502"],"abstract_inverted_index":{"In":[0],"recent":[1],"times,":[2],"organisations":[3],"in":[4,79,122,138,243],"a":[5,68,130,160,194,234],"variety":[6],"of":[7,20,33,151,155,193,221],"businesses,":[8],"such":[9,76],"as":[10,77],"healthcare,":[11],"education,":[12],"and":[13,27,61,82,87,117,158,199,218,225],"others,":[14],"have":[15],"been":[16],"using":[17,67,188],"the":[18,41,44,83,95,123,139,149,152,156,171,183,206,209,213,222,231,244],"Internet":[19],"Things":[21],"(IoT)":[22],"to":[23,102,147,181,205,238],"produce":[24],"more":[25],"competent":[26],"improved":[28],"services.":[29],"The":[30],"widespread":[31],"use":[32,49],"IoT":[34,45,73,104,136,184,240],"devices":[35,46,59],"makes":[36],"our":[37,55],"lives":[38],"easier.":[39],"On":[40],"other":[42],"hand,":[43],"that":[47,52,98,212],"we":[48],"suffer":[50],"vulnerabilities":[51],"may":[53],"impact":[54],"lives.":[56],"These":[57],"unsafe":[58],"accelerate":[60],"ease":[62],"cybersecurity":[63],"attacks,":[64,116],"specifically":[65],"when":[66],"botnet.":[69],"Moreover,":[70],"restrictions":[71],"on":[72,133,187],"device":[74],"resources,":[75],"limitations":[78],"power":[80],"consumption":[81],"central":[84],"processing":[85],"unit":[86],"memory,":[88],"intensify":[89],"this":[90],"issue":[91],"because":[92],"they":[93,113,118],"limit":[94],"security":[96],"techniques":[97],"can":[99,114,119],"be":[100,120],"used":[101],"protect":[103],"devices.":[105],"Fortunately,":[106],"botnets":[107],"go":[108],"through":[109],"different":[110],"stages":[111],"before":[112],"start":[115],"detected":[121],"early":[124,140,153,168,245],"stage.":[125,141,246],"This":[126],"research":[127],"paper":[128],"proposes":[129],"framework":[131],"focusing":[132],"detecting":[134],"an":[135,174],"botnet":[137,185,241],"An":[142],"empirical":[143],"experiment":[144],"was":[145,165],"conducted":[146,207],"investigate":[148],"behaviour":[150],"stage":[154],"botnet,":[157],"then":[159],"baseline":[161],"machine":[162],"learning":[163,191],"model":[164,215,237],"implemented":[166],"for":[167],"detection.":[169],"Furthermore,":[170],"authors":[172,232],"developed":[173,233],"effective":[175],"detection":[176],"method,":[177],"namely,":[178],"Cross":[179],"CNN_LSTM,":[180],"detect":[182],"based":[186],"fusion":[189],"deep":[190],"models":[192],"convolutional":[195],"neural":[196],"network":[197],"(CNN)":[198],"long":[200],"short-term":[201],"memory":[202],"(LSTM).":[203],"According":[204],"experiments,":[208],"results":[210],"show":[211],"suggested":[214],"is":[216],"accurate":[217],"outperforms":[219],"some":[220],"state-of-the-art":[223],"methods,":[224],"it":[226],"achieves":[227],"99.7":[228],"accuracy.":[229],"Finally,":[230],"kill":[235],"chain":[236],"prevent":[239],"attacks":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}