{"id":"https://openalex.org/W4392024464","doi":"https://doi.org/10.1109/jiot.2024.3361452","title":"Enhancing TinyML-Based Container Escape Detectors With Systemcall Semantic Association in UAVs Networks","display_name":"Enhancing TinyML-Based Container Escape Detectors With Systemcall Semantic Association in UAVs Networks","publication_year":2024,"publication_date":"2024-02-22","ids":{"openalex":"https://openalex.org/W4392024464","doi":"https://doi.org/10.1109/jiot.2024.3361452"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3361452","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3361452","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5101688049","display_name":"Tao Zheng","orcid":"https://orcid.org/0000-0001-7177-3367"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zheng","raw_affiliation_strings":["School of Cyber Science, Sichuan University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0001-7177-3367","affiliations":[{"raw_affiliation_string":"School of Cyber Science, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100550749","display_name":"Yunxiang Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxiang Qiu","raw_affiliation_strings":["School of Cyber Science, Sichuan University, Chengdu, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067418872","display_name":"Yundan Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yundan Zheng","raw_affiliation_strings":["School of Cyber Science, Sichuan University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-2325-6039","affiliations":[{"raw_affiliation_string":"School of Cyber Science, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075417376","display_name":"Qixu Wang","orcid":"https://orcid.org/0000-0002-3970-9290"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qixu Wang","raw_affiliation_strings":["School of Cyber Science and Engineering, Cyber Science Research Institute, and the Key Laboratory of Data Protection and Intelligent Management, Ministry of Education, Sichuan University, Chengdu, Sichuan, China","School of Cyber Science and Engineering, China"],"raw_orcid":"https://orcid.org/0000-0002-3970-9290","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Cyber Science Research Institute, and the Key Laboratory of Data Protection and Intelligent Management, Ministry of Education, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059891662","display_name":"Xingshu Chen","orcid":"https://orcid.org/0000-0002-8705-2617"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingshu Chen","raw_affiliation_strings":["School of Cyber Science and Engineering, Cyber Science Research Institute, and the Key Laboratory of Data Protection and Intelligent Management, Ministry of Education, Sichuan University, Chengdu, Sichuan, China","School of Cyber Science and Engineering, China"],"raw_orcid":"https://orcid.org/0000-0002-8705-2617","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Cyber Science Research Institute, and the Key Laboratory of Data Protection and Intelligent Management, Ministry of Education, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":2.3887,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89630223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"12","first_page":"21158","last_page":"21169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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":0.9990000128746033,"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":0.996399998664856,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8464546799659729},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.7755307555198669},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6724726557731628},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5665473937988281},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5638676881790161},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.507686972618103},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4787554144859314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37210026383399963},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3555244505405426},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3226785659790039},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19134998321533203},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.11392009258270264},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0940592885017395}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8464546799659729},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7755307555198669},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6724726557731628},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5665473937988281},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5638676881790161},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.507686972618103},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4787554144859314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37210026383399963},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3555244505405426},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3226785659790039},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19134998321533203},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.11392009258270264},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0940592885017395},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3361452","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3361452","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G162864083","display_name":null,"funder_award_id":"U19A2081","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5419595980","display_name":null,"funder_award_id":"2023SCU12129","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8822880156","display_name":null,"funder_award_id":"24NSFSC6680","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1995443851","https://openalex.org/W2340896621","https://openalex.org/W2345951342","https://openalex.org/W2944248704","https://openalex.org/W2952544742","https://openalex.org/W2964450831","https://openalex.org/W2969244304","https://openalex.org/W2969944804","https://openalex.org/W3016369654","https://openalex.org/W3026345644","https://openalex.org/W3092118421","https://openalex.org/W3093009991","https://openalex.org/W3097730806","https://openalex.org/W3115999986","https://openalex.org/W3119234400","https://openalex.org/W3145159167","https://openalex.org/W3169421330","https://openalex.org/W3177140588","https://openalex.org/W3186677043","https://openalex.org/W3213449269","https://openalex.org/W4210345192","https://openalex.org/W4221022092","https://openalex.org/W4221097394","https://openalex.org/W4224293488","https://openalex.org/W4224933758","https://openalex.org/W4226065059","https://openalex.org/W4226117588","https://openalex.org/W4280527816","https://openalex.org/W4285105424","https://openalex.org/W4285192135","https://openalex.org/W4288768831","https://openalex.org/W4310921901","https://openalex.org/W4313155278","https://openalex.org/W4315646984","https://openalex.org/W4317796385","https://openalex.org/W4321372735","https://openalex.org/W4321769414","https://openalex.org/W4381050525","https://openalex.org/W4382998907","https://openalex.org/W4386453810","https://openalex.org/W4387005303","https://openalex.org/W6675613107","https://openalex.org/W6743618022","https://openalex.org/W6753153400","https://openalex.org/W6753618873","https://openalex.org/W6790592604","https://openalex.org/W6797508029"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"The":[0],"adoption":[1],"of":[2,10,19,26,67,96,106,139,148,203],"lightweight":[3],"container":[4,20,107,174],"technology":[5],"enables":[6],"the":[7,17,24,65,94,125,134,200,216],"cross-architecture":[8],"deployment":[9],"Tiny":[11],"Machine":[12],"Learning":[13],"(TinyML)":[14],"models,":[15,205],"while":[16],"implementation":[18],"escape":[21,108,175],"detectors":[22,38],"ensures":[23],"security":[25],"both":[27],"models":[28,63,82],"and":[29,76,99],"applications.":[30],"However,":[31,70],"a":[32,45,130,189],"significant":[33],"challenge":[34],"faced":[35],"by":[36,61,92],"TinyML-based":[37,183],"is":[39],"model":[40,126,135],"aging,":[41],"which":[42],"leads":[43],"to":[44,78,111,123,162,173,210,222],"substantial":[46],"decline":[47],"in":[48,83],"their":[49],"effectiveness":[50],"as":[51],"attack":[52],"patterns":[53],"evolve.":[54],"Most":[55],"existing":[56],"approaches":[57],"address":[58],"this":[59,71,88,156],"issue":[60],"retraining":[62],"through":[64],"labeling":[66,217],"new":[68,152],"samples.":[69],"process":[72],"can":[73,136],"be":[74,146],"costly":[75],"challenging":[77],"implement":[79],"for":[80],"updating":[81],"resource-constrained":[84],"UAVs":[85],"networks.":[86],"In":[87],"paper,":[89],"we":[90,158],"begin":[91],"analyzing":[93],"correlation":[95],"threat":[97],"data":[98,166],"observe":[100],"that":[101,167,194],"throughout":[102],"evolution,":[103],"different":[104],"versions":[105],"attacks":[109,176],"tend":[110],"maintain":[112],"semantically":[113],"identical":[114],"or":[115,170],"similar":[116],"system":[117,142,164],"calls.":[118],"This":[119,179],"observation":[120],"prompts":[121],"us":[122],"approach":[124,197],"aging":[127,201],"problem":[128],"from":[129,188,208,220],"novel":[131],"perspective:":[132],"if":[133],"acquire":[137],"knowledge":[138],"these":[140,204],"fundamental":[141],"calls,":[143],"it":[144,207,213],"will":[145],"capable":[147],"effectively":[149,198],"detecting":[150],"emerging":[151],"attacks.":[153],"Based":[154],"on":[155],"perspective,":[157],"have":[159],"developed":[160],"sysE":[161],"capture":[163],"call":[165],"remains":[168],"unchanged":[169],"exhibits":[171],"similarities":[172],"during":[177],"evolution.":[178],"augmentation":[180],"complements":[181],"six":[182],"detectors.":[184],"Experimental":[185],"results":[186],"obtained":[187],"large-scale":[190],"evolving":[191],"dataset":[192],"demonstrate":[193],"our":[195],"proposed":[196],"mitigates":[199],"rate":[202],"reducing":[206],"7.3%":[209],"21.5%.":[211],"Additionally,":[212],"significantly":[214],"decreases":[215],"effort":[218],"required":[219],"28.06%":[221],"65.47%.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}