{"id":"https://openalex.org/W4394895540","doi":"https://doi.org/10.1109/kst61284.2024.10499688","title":"Curated Dataset Generation for Enhanced Security: ST-PID Dataset","display_name":"Curated Dataset Generation for Enhanced Security: ST-PID Dataset","publication_year":2024,"publication_date":"2024-02-28","ids":{"openalex":"https://openalex.org/W4394895540","doi":"https://doi.org/10.1109/kst61284.2024.10499688"},"language":"en","primary_location":{"id":"doi:10.1109/kst61284.2024.10499688","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/kst61284.2024.10499688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Knowledge and Smart Technology (KST)","raw_type":"proceedings-article"},"type":"article","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/A5083851249","display_name":"Shahneela Pitafi","orcid":"https://orcid.org/0000-0003-3640-961X"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Shahneela Pitafi","raw_affiliation_strings":["Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080205879","display_name":"Toni Anwar","orcid":"https://orcid.org/0000-0002-0390-8749"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Toni Anwar","raw_affiliation_strings":["Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003888394","display_name":"Zubair Sharif","orcid":"https://orcid.org/0000-0002-3216-6342"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zubair Sharif","raw_affiliation_strings":["Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060520610","display_name":"Hina Hina","orcid":null},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hina","raw_affiliation_strings":["Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085799852","display_name":"Zaira Hassan","orcid":null},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zaira Hassan","raw_affiliation_strings":["Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi PETRONAS,Computer & Information Sciences Department (CISD),Bandar Seri Iskandar,Perak,Malaysia,32610","institution_ids":["https://openalex.org/I203899302"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083851249"],"corresponding_institution_ids":["https://openalex.org/I203899302"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03919097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9957000017166138,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9919999837875366,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9797000288963318,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6887602210044861},{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.43196630477905273},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12298521399497986}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6887602210044861},{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.43196630477905273},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12298521399497986},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.0},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kst61284.2024.10499688","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/kst61284.2024.10499688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Knowledge and Smart Technology (KST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1591179884","https://openalex.org/W2038230941","https://openalex.org/W2124111503","https://openalex.org/W2214405814","https://openalex.org/W2295238639","https://openalex.org/W2513251345","https://openalex.org/W2545379858","https://openalex.org/W2755118520","https://openalex.org/W2768106074","https://openalex.org/W2768115053","https://openalex.org/W2944659700","https://openalex.org/W2954996726","https://openalex.org/W2962953743","https://openalex.org/W3133277933","https://openalex.org/W4245944826","https://openalex.org/W4313593508","https://openalex.org/W4315777858","https://openalex.org/W4319224347","https://openalex.org/W4322731944","https://openalex.org/W4323847179","https://openalex.org/W4387010613","https://openalex.org/W4387088907"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2002388147","https://openalex.org/W3098928304","https://openalex.org/W2394883510","https://openalex.org/W2150958483","https://openalex.org/W2922503265","https://openalex.org/W2023324176","https://openalex.org/W2121097709","https://openalex.org/W3097920840"],"abstract_inverted_index":{"The":[0,121],"Internet":[1],"of":[2,35,52,89,149],"Things":[3],"(IoTs)":[4],"has":[5],"become":[6],"ubiquitous":[7],"in":[8,18,132],"daily":[9],"life,":[10],"contributing":[11],"to":[12,78,144],"environmental":[13],"sensing":[14],"and":[15,28,74,87,118,129],"information":[16],"collection":[17],"areas":[19],"such":[20],"as":[21],"smart":[22,29],"cities,":[23],"healthcare":[24],"systems,":[25],"intelligent":[26],"transportation,":[27],"homes.":[30],"Additionally,":[31],"an":[32],"important":[33],"application":[34],"IoT":[36],"is":[37,123,141],"Perimeter":[38],"Intrusion":[39],"Detection":[40],"(PID),":[41],"crucial":[42],"for":[43,69,152],"monitoring":[44],"commercial,":[45],"residential,":[46],"or":[47],"industrial":[48],"locations.":[49],"While":[50],"many":[51],"the":[53,81],"researchers":[54],"have":[55],"been":[56],"focused":[57],"on":[58],"intrusion":[59,137,150],"detection":[60,90],"systems":[61],"but":[62],"PID":[63],"still":[64],"lacking":[65],"a":[66,98,113],"particular":[67],"dataset":[68,100,122,153],"experimenting":[70],"with":[71],"machine":[72],"learning":[73,76],"deep":[75],"algorithms":[77],"find":[79],"out":[80],"better":[82],"false":[83],"alarm":[84],"rate":[85],"(FAR)":[86],"probability":[88],"(POD).":[91],"Considering":[92],"these":[93],"challenges,":[94],"this":[95],"paper":[96],"introduces":[97],"curated":[99],"named":[101],"ST-PID,":[102],"captured":[103],"from":[104],"various":[105,136],"cameras":[106],"at":[107],"different":[108],"locations,":[109],"recording":[110],"videos":[111],"over":[112],"three-month":[114],"period,":[115],"including":[116],"day":[117],"night":[119],"monitoring.":[120],"enriched":[124],"through":[125],"preprocessing,":[126],"image":[127],"augmentation,":[128],"labeling,":[130],"resulting":[131],"8000":[133],"images":[134],"depicting":[135],"activities.":[138],"YOLO":[139],"V5":[140],"then":[142],"applied":[143],"successfully":[145],"detect":[146],"six":[147],"classes":[148],"activities":[151],"evaluation.":[154]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}