{"id":"https://openalex.org/W4392563913","doi":"https://doi.org/10.1007/s10207-024-00830-2","title":"Feature engineering impact on position falsification attacks detection in vehicular ad-hoc network","display_name":"Feature engineering impact on position falsification attacks detection in vehicular ad-hoc network","publication_year":2024,"publication_date":"2024-03-07","ids":{"openalex":"https://openalex.org/W4392563913","doi":"https://doi.org/10.1007/s10207-024-00830-2"},"language":"en","primary_location":{"id":"doi:10.1007/s10207-024-00830-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10207-024-00830-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10207-024-00830-2.pdf","source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10207-024-00830-2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092695357","display_name":"Eslam Abdelkreem","orcid":null},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Eslam Abdelkreem","raw_affiliation_strings":["Computer Engineering Department, Faculty of Engineering, Arab Academy for Science, Technology and Maritime Transport, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Faculty of Engineering, Arab Academy for Science, Technology and Maritime Transport, Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051500039","display_name":"Sherif Hussein","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100308","display_name":"Military Technical College","ror":"https://ror.org/01337pb37","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210100308"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Sherif Hussein","raw_affiliation_strings":["Computers and AI Department, Military Technical College, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Computers and AI Department, Military Technical College, Cairo, Egypt","institution_ids":["https://openalex.org/I4210100308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010230074","display_name":"Ashraf Tammam","orcid":null},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ashraf Tammam","raw_affiliation_strings":["Computer Engineering Department, Faculty of Engineering, Arab Academy for Science, Technology and Maritime Transport, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Faculty of Engineering, Arab Academy for Science, Technology and Maritime Transport, Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092695357"],"corresponding_institution_ids":["https://openalex.org/I59272784"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":{"value":2590,"currency":"EUR","value_usd":3190},"fwci":2.388,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88605524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"3","first_page":"1939","last_page":"1961"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9902999997138977,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/computer-science","display_name":"Computer science","score":0.8241952657699585},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.756666898727417},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.6793908476829529},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6411830186843872},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.538343071937561},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.5146523714065552},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47095733880996704},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4545527994632721},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.45378348231315613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4409772455692291},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33166468143463135},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2753629684448242},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1271258294582367}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8241952657699585},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.756666898727417},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.6793908476829529},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6411830186843872},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.538343071937561},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.5146523714065552},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47095733880996704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4545527994632721},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.45378348231315613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4409772455692291},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33166468143463135},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2753629684448242},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1271258294582367},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10207-024-00830-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10207-024-00830-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10207-024-00830-2.pdf","source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10207-024-00830-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10207-024-00830-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10207-024-00830-2.pdf","source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313982","display_name":"Arab Academy for Science, Technology and Maritime Transport","ror":"https://ror.org/0004vyj87"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392563913.pdf"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W2910871229","https://openalex.org/W2943566946","https://openalex.org/W2945502172","https://openalex.org/W2946217016","https://openalex.org/W2960424705","https://openalex.org/W2982574993","https://openalex.org/W2989219518","https://openalex.org/W2990236061","https://openalex.org/W2992860123","https://openalex.org/W2999241451","https://openalex.org/W3001768652","https://openalex.org/W3006988731","https://openalex.org/W3008296531","https://openalex.org/W3014294587","https://openalex.org/W3014748634","https://openalex.org/W3014922997","https://openalex.org/W3019569977","https://openalex.org/W3021340023","https://openalex.org/W3023211159","https://openalex.org/W3026549821","https://openalex.org/W3031597168","https://openalex.org/W3045657906","https://openalex.org/W3092248103","https://openalex.org/W3094038710","https://openalex.org/W3094692755","https://openalex.org/W3097780295","https://openalex.org/W3106941181","https://openalex.org/W3118521491","https://openalex.org/W3121046167","https://openalex.org/W3138986473","https://openalex.org/W3139312002","https://openalex.org/W3164167844","https://openalex.org/W3176695665","https://openalex.org/W3177503640","https://openalex.org/W3186962463","https://openalex.org/W3191314598","https://openalex.org/W3192369463","https://openalex.org/W3196690723","https://openalex.org/W3200339141","https://openalex.org/W3200380539","https://openalex.org/W3215608198","https://openalex.org/W4205306613","https://openalex.org/W4205656656","https://openalex.org/W4206564180","https://openalex.org/W4211072535","https://openalex.org/W4224941743","https://openalex.org/W4226157000","https://openalex.org/W4281627388","https://openalex.org/W4281776940","https://openalex.org/W4285040946","https://openalex.org/W4297473425","https://openalex.org/W4297907776","https://openalex.org/W4306153509","https://openalex.org/W4307960001","https://openalex.org/W4309579417","https://openalex.org/W4311988289","https://openalex.org/W4315628873","https://openalex.org/W4318677156","https://openalex.org/W4377138743","https://openalex.org/W4383738214","https://openalex.org/W4386590889","https://openalex.org/W4386946541"],"related_works":["https://openalex.org/W4398232961","https://openalex.org/W4387478977","https://openalex.org/W2065606738","https://openalex.org/W2750075801","https://openalex.org/W2358868262","https://openalex.org/W3164948662","https://openalex.org/W4400413234","https://openalex.org/W3153597579","https://openalex.org/W4394398790","https://openalex.org/W4399455186"],"abstract_inverted_index":{"Abstract":[0],"The":[1,182],"vehicular":[2],"ad-hoc":[3],"network":[4],"is":[5,30,43,72,149,152,245],"a":[6,119,141,229],"technology":[7],"that":[8,96,134,185,191],"enables":[9],"vehicles":[10],"to":[11,21,32,82,123,136,154,198],"interact":[12],"with":[13,57],"each":[14],"other":[15,177,215],"and":[16,25,106,112,128,165,172,175],"the":[17,39,48,53,87,90,94,98,108,125,132,137,145,176,188,218,222,239,243,251],"surrounding":[18],"infrastructure,":[19],"aiming":[20],"enhance":[22],"road":[23],"safety":[24],"driver":[26],"comfort.":[27],"However,":[28,93],"it":[29],"susceptible":[31],"various":[33],"security":[34],"attacks.":[35],"Among":[36],"these":[37,76],"attacks,":[38],"position":[40,206],"falsification":[41,207],"attack":[42],"regarded":[44],"as":[45],"one":[46,169],"of":[47,68,75,89,100,187,205,220,242],"most":[49,109],"serious,":[50],"in":[51,131,201,213],"which":[52,148],"malicious":[54],"nodes":[55],"tamper":[56],"their":[58],"transmitted":[59],"location.":[60],"Thus,":[61],"developing":[62],"effective":[63],"misbehavior":[64,84],"detection":[65],"schemes":[66,77],"capable":[67],"detecting":[69,214],"such":[70],"attacks":[71,208],"crucial.":[73],"Many":[74],"employ":[78,192],"machine":[79,162],"learning":[80,163],"techniques":[81],"detect":[83],"based":[85],"on":[86,103,250],"features":[88,111,127,174],"exchanged":[91],"messages.":[92],"studies":[95,200],"identify":[97,124],"impact":[99],"feature":[101,167,193,235],"engineering":[102,194,236],"schemes\u2019":[104],"performance":[105,211],"highlight":[107],"efficient":[110],"algorithms":[113,129,164],"are":[114],"limited.":[115],"This":[116],"paper":[117],"conducts":[118],"comprehensive":[120],"literature":[121,133],"survey":[122],"key":[126],"used":[130],"lead":[135],"best-performing":[138],"models.":[139],"Then,":[140],"comparative":[142],"study":[143],"using":[144,159,225],"VeReMi":[146],"dataset,":[147],"publicly":[150],"available,":[151],"performed":[153],"assess":[155],"six":[156],"models":[157,190,224,244],"implemented":[158],"three":[160],"different":[161],"two":[166,186,203],"sets:":[168],"comprising":[170],"selected":[171],"derived":[173],"including":[178],"all":[179],"message":[180],"features.":[181],"findings":[183],"show":[184],"suggested":[189],"perform":[195],"almost":[196],"equally":[197],"existing":[199],"identifying":[202],"types":[204],"while":[209],"exhibiting":[210],"improvements":[212],"types.":[216],"Furthermore,":[217],"results":[219],"evaluating":[221],"proposed":[223],"another":[226],"simulation":[227],"exhibit":[228],"substantial":[230],"improvement":[231],"achieved":[232],"by":[233,247],"employing":[234],"techniques,":[237],"where":[238],"average":[240],"accuracy":[241],"increased":[246],"6.31\u201347%,":[248],"depending":[249],"algorithm":[252],"used.":[253]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
