{"id":"https://openalex.org/W4292491372","doi":"https://doi.org/10.1145/3556974","title":"Android Source Code Vulnerability Detection: A Systematic Literature Review","display_name":"Android Source Code Vulnerability Detection: A Systematic Literature Review","publication_year":2022,"publication_date":"2022-08-18","ids":{"openalex":"https://openalex.org/W4292491372","doi":"https://doi.org/10.1145/3556974"},"language":"en","primary_location":{"id":"doi:10.1145/3556974","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3556974","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3556974","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3556974","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031958915","display_name":"Janaka Senanayake","orcid":"https://orcid.org/0000-0003-2278-8671"},"institutions":[{"id":"https://openalex.org/I142651801","display_name":"University of Kelaniya","ror":"https://ror.org/02r91my29","country_code":"LK","type":"education","lineage":["https://openalex.org/I142651801"]},{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB","LK"],"is_corresponding":false,"raw_author_name":"Janaka Senanayake","raw_affiliation_strings":["Robert Gordon University, Aberdeen, UK and University of Kelaniya, Dalugama, Kelaniya, Western Province, Sri Lanka"],"raw_orcid":"https://orcid.org/0000-0003-2278-8671","affiliations":[{"raw_affiliation_string":"Robert Gordon University, Aberdeen, UK and University of Kelaniya, Dalugama, Kelaniya, Western Province, Sri Lanka","institution_ids":["https://openalex.org/I142651801","https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005926383","display_name":"Harsha Kalutarage","orcid":"https://orcid.org/0000-0001-6430-9558"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Harsha Kalutarage","raw_affiliation_strings":["Robert Gordon University, Aberdeen, UK"],"raw_orcid":"https://orcid.org/0000-0001-6430-9558","affiliations":[{"raw_affiliation_string":"Robert Gordon University, Aberdeen, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108813496","display_name":"M. Omar Al-Kadri","orcid":null},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mhd Omar Al-Kadri","raw_affiliation_strings":["Birmingham City University, Birmingham, UK"],"raw_orcid":"https://orcid.org/0000-0002-1146-1860","affiliations":[{"raw_affiliation_string":"Birmingham City University, Birmingham, UK","institution_ids":["https://openalex.org/I12870472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040494006","display_name":"Andrei Petrovski","orcid":"https://orcid.org/0000-0002-0987-2791"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrei Petrovski","raw_affiliation_strings":["Robert Gordon University, Aberdeen, UK"],"raw_orcid":"https://orcid.org/0000-0002-0987-2791","affiliations":[{"raw_affiliation_string":"Robert Gordon University, Aberdeen, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018991988","display_name":"Luca Piras","orcid":"https://orcid.org/0000-0002-7530-4119"},"institutions":[{"id":"https://openalex.org/I60488453","display_name":"Middlesex University","ror":"https://ror.org/01rv4p989","country_code":"GB","type":"education","lineage":["https://openalex.org/I60488453"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Luca Piras","raw_affiliation_strings":["Middlesex University, London, UK"],"raw_orcid":"https://orcid.org/0000-0002-7530-4119","affiliations":[{"raw_affiliation_string":"Middlesex University, London, UK","institution_ids":["https://openalex.org/I60488453"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.311,"has_fulltext":true,"cited_by_count":73,"citation_normalized_percentile":{"value":0.91891892,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"55","issue":"9","first_page":"1","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.8668482899665833},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.7946408987045288},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.5676803588867188},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5642161965370178},{"id":"https://openalex.org/keywords/secure-coding","display_name":"Secure coding","score":0.5065213441848755},{"id":"https://openalex.org/keywords/application-security","display_name":"Application security","score":0.46752241253852844},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.46583762764930725},{"id":"https://openalex.org/keywords/vulnerability-management","display_name":"Vulnerability management","score":0.44742894172668457},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.43954458832740784},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.42543715238571167},{"id":"https://openalex.org/keywords/vulnerability-assessment","display_name":"Vulnerability assessment","score":0.4028366506099701},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38715824484825134},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.33904650807380676},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32347965240478516},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23592987656593323},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.21130695939064026},{"id":"https://openalex.org/keywords/software-security-assurance","display_name":"Software security assurance","score":0.1232650876045227},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09198465943336487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8668482899665833},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.7946408987045288},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5676803588867188},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5642161965370178},{"id":"https://openalex.org/C22680326","wikidata":"https://www.wikidata.org/wiki/Q7444867","display_name":"Secure coding","level":5,"score":0.5065213441848755},{"id":"https://openalex.org/C77109596","wikidata":"https://www.wikidata.org/wiki/Q4781497","display_name":"Application security","level":5,"score":0.46752241253852844},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.46583762764930725},{"id":"https://openalex.org/C172776598","wikidata":"https://www.wikidata.org/wiki/Q7943570","display_name":"Vulnerability management","level":4,"score":0.44742894172668457},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.43954458832740784},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.42543715238571167},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.4028366506099701},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38715824484825134},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.33904650807380676},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32347965240478516},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23592987656593323},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.21130695939064026},{"id":"https://openalex.org/C62913178","wikidata":"https://www.wikidata.org/wiki/Q7554361","display_name":"Software security assurance","level":4,"score":0.1232650876045227},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09198465943336487},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C29983905","wikidata":"https://www.wikidata.org/wiki/Q7445066","display_name":"Security service","level":3,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3556974","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3556974","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3556974","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},{"id":"pmh:oai:eprints.mdx.ac.uk:35929","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400025","display_name":"Middlesex University Research Repository (Middlesex University Of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60488453","host_organization_name":"Middlesex University","host_organization_lineage":["https://openalex.org/I60488453"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:rgu-repository.worktribe.com:1862497","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1862497","pdf_url":"https://rgu-repository.worktribe.com/preview/1866787/SENANAYAKE%202023%20Android%20source%20code%20%28VOR%29.pdf","source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"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":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1145/3556974","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3556974","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3556974","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311504","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703"},{"id":"https://openalex.org/F4320327158","display_name":"University of Kelaniya","ror":"https://ror.org/02r91my29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292491372.pdf","grobid_xml":"https://content.openalex.org/works/W4292491372.grobid-xml"},"referenced_works_count":111,"referenced_works":["https://openalex.org/W1647869403","https://openalex.org/W1895387792","https://openalex.org/W1975675278","https://openalex.org/W1990649188","https://openalex.org/W2003276999","https://openalex.org/W2023975773","https://openalex.org/W2026117671","https://openalex.org/W2027538101","https://openalex.org/W2032860265","https://openalex.org/W2041276426","https://openalex.org/W2043579558","https://openalex.org/W2083755826","https://openalex.org/W2088749975","https://openalex.org/W2099525266","https://openalex.org/W2103370348","https://openalex.org/W2125011234","https://openalex.org/W2166743230","https://openalex.org/W2168894761","https://openalex.org/W2297419069","https://openalex.org/W2343325785","https://openalex.org/W2385667943","https://openalex.org/W2407313496","https://openalex.org/W2470899015","https://openalex.org/W2478551931","https://openalex.org/W2568897335","https://openalex.org/W2591909323","https://openalex.org/W2594575963","https://openalex.org/W2600871181","https://openalex.org/W2603382267","https://openalex.org/W2605404816","https://openalex.org/W2608489681","https://openalex.org/W2612340813","https://openalex.org/W2680688782","https://openalex.org/W2738883205","https://openalex.org/W2740664094","https://openalex.org/W2742429299","https://openalex.org/W2745087117","https://openalex.org/W2748690817","https://openalex.org/W2754689772","https://openalex.org/W2766347289","https://openalex.org/W2767371019","https://openalex.org/W2769942679","https://openalex.org/W2789527323","https://openalex.org/W2792256830","https://openalex.org/W2792310543","https://openalex.org/W2794495257","https://openalex.org/W2795170942","https://openalex.org/W2795351965","https://openalex.org/W2811320115","https://openalex.org/W2883454930","https://openalex.org/W2888561585","https://openalex.org/W2888794899","https://openalex.org/W2890086692","https://openalex.org/W2902672843","https://openalex.org/W2909014315","https://openalex.org/W2936813103","https://openalex.org/W2944337987","https://openalex.org/W2945440850","https://openalex.org/W2962330257","https://openalex.org/W2962960733","https://openalex.org/W2963204406","https://openalex.org/W2963926786","https://openalex.org/W2964817188","https://openalex.org/W2966376065","https://openalex.org/W2968129692","https://openalex.org/W2972780856","https://openalex.org/W2980227629","https://openalex.org/W2981744998","https://openalex.org/W2995340752","https://openalex.org/W3010741263","https://openalex.org/W3011763369","https://openalex.org/W3018931209","https://openalex.org/W3023529513","https://openalex.org/W3027255932","https://openalex.org/W3030612835","https://openalex.org/W3030957512","https://openalex.org/W3031472106","https://openalex.org/W3033234877","https://openalex.org/W3039088822","https://openalex.org/W3039507068","https://openalex.org/W3042961859","https://openalex.org/W3046265170","https://openalex.org/W3049398420","https://openalex.org/W3085175543","https://openalex.org/W3089915031","https://openalex.org/W3096660718","https://openalex.org/W3099168646","https://openalex.org/W3100459919","https://openalex.org/W3106490093","https://openalex.org/W3110800203","https://openalex.org/W3116489514","https://openalex.org/W3118615836","https://openalex.org/W3122836216","https://openalex.org/W3125263853","https://openalex.org/W3127643539","https://openalex.org/W3130016194","https://openalex.org/W3134215180","https://openalex.org/W3158714349","https://openalex.org/W3159337037","https://openalex.org/W3160144036","https://openalex.org/W3161799213","https://openalex.org/W3170352763","https://openalex.org/W3172773374","https://openalex.org/W3178423818","https://openalex.org/W3179008990","https://openalex.org/W3208941698","https://openalex.org/W4212954956","https://openalex.org/W4252741133","https://openalex.org/W4281388052","https://openalex.org/W4285335390","https://openalex.org/W6684456340"],"related_works":["https://openalex.org/W2980033082","https://openalex.org/W125279808","https://openalex.org/W3015499098","https://openalex.org/W2150933192","https://openalex.org/W1484111652","https://openalex.org/W3127499398","https://openalex.org/W4388483595","https://openalex.org/W4386907269","https://openalex.org/W4313400739","https://openalex.org/W2297344328"],"abstract_inverted_index":{"The":[0],"use":[1,214],"of":[2,17,30,50,65,102,149,156,219],"mobile":[3,18,24,200],"devices":[4],"is":[5,44,90],"rising":[6],"daily":[7],"in":[8,198],"this":[9,188,220],"technological":[10],"era.":[11],"A":[12],"continuous":[13],"and":[14,56,67,84,109,122,128,141,153,164,217,227],"increasing":[15],"number":[16],"applications":[19,35,89,103],"are":[20,171],"constantly":[21],"offered":[22],"on":[23,118,176],"marketplaces":[25],"to":[26,47,53,72,86,98,168,191,194,222],"fulfil":[27],"the":[28,39,62,70,77,87,100,145,150,205,215],"needs":[29],"smartphone":[31],"users.":[32],"Many":[33],"Android":[34,119],"do":[36],"not":[37],"address":[38],"security":[40,101],"aspects":[41],"appropriately.":[42],"This":[43,112],"often":[45],"due":[46],"a":[48],"lack":[49],"automated":[51],"mechanisms":[52],"identify,":[54],"test,":[55],"fix":[57,73],"source":[58,106,123],"code":[59,107,124],"vulnerabilities":[60,108,206],"at":[61,76],"early":[63],"stages":[64,79],"design":[66],"development.":[68],"Therefore,":[69,187],"need":[71],"such":[74],"issues":[75],"initial":[78],"rather":[80],"than":[81],"providing":[82],"updates":[83],"patches":[85],"published":[88,138],"widely":[91],"recognized.":[92],"Researchers":[93],"have":[94],"proposed":[95,151],"several":[96],"methods":[97,127,163,166],"improve":[99],"by":[104,130,207],"detecting":[105],"malicious":[110],"codes.":[111],"Systematic":[113],"Literature":[114],"Review":[115],"(SLR)":[116],"focuses":[117],"application":[120,201],"analysis":[121],"vulnerability":[125,169],"detection":[126,170],"tools":[129],"critically":[131],"evaluating":[132],"118":[133],"carefully":[134],"selected":[135],"technical":[136],"studies":[137,182],"between":[139],"2016":[140],"2022.":[142],"It":[143],"highlights":[144],"advantages,":[146],"disadvantages,":[147],"applicability":[148],"techniques,":[152],"potential":[154,224],"improvements":[155],"those":[157],"studies.":[158],"Both":[159],"Machine":[160],"Learning":[161],"(ML)-based":[162],"conventional":[165],"related":[167],"discussed":[172],"while":[173,203],"focusing":[174],"more":[175],"ML-based":[177],"methods,":[178],"since":[179],"many":[180],"recent":[181],"conducted":[183],"experiments":[184],"with":[185],"ML.":[186],"article":[189],"aims":[190],"enable":[192],"researchers":[193,212],"acquire":[195],"in-depth":[196],"knowledge":[197],"secure":[199],"development":[202,228],"minimizing":[204],"applying":[208],"ML":[209],"methods.":[210],"Furthermore,":[211],"can":[213],"discussions":[216],"findings":[218],"SLR":[221],"identify":[223],"future":[225],"research":[226],"directions.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":14}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
