{"id":"https://openalex.org/W3016075089","doi":"https://doi.org/10.1145/3386901.3388946","title":"DarkneTZ","display_name":"DarkneTZ","publication_year":2020,"publication_date":"2020-06-07","ids":{"openalex":"https://openalex.org/W3016075089","doi":"https://doi.org/10.1145/3386901.3388946","mag":"3016075089"},"language":"en","primary_location":{"id":"doi:10.1145/3386901.3388946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386901.3388946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.05703","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101645684","display_name":"Fan Mo","orcid":"https://orcid.org/0000-0002-0881-0062"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fan Mo","raw_affiliation_strings":["Imperial College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065455506","display_name":"Ali Shahin Shamsabadi","orcid":"https://orcid.org/0000-0003-2649-8700"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ali Shahin Shamsabadi","raw_affiliation_strings":["Queen Mary University of London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen Mary University of London","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034062227","display_name":"Kleomenis Katevas","orcid":"https://orcid.org/0000-0002-2945-5434"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Kleomenis Katevas","raw_affiliation_strings":["Telef\u00f3nica Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telef\u00f3nica Research","institution_ids":["https://openalex.org/I4210134591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007503250","display_name":"Soteris Demetriou","orcid":"https://orcid.org/0000-0003-0318-9171"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Soteris Demetriou","raw_affiliation_strings":["Imperial College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066833626","display_name":"Ilias Leontiadis","orcid":"https://orcid.org/0000-0001-5581-5803"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilias Leontiadis","raw_affiliation_strings":["Samsung AI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung AI","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004087827","display_name":"Andrea Cavallaro","orcid":"https://orcid.org/0000-0001-5086-7858"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrea Cavallaro","raw_affiliation_strings":["Queen Mary University of London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen Mary University of London","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043326652","display_name":"Hamed Haddadi","orcid":"https://orcid.org/0000-0002-5895-8903"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hamed Haddadi","raw_affiliation_strings":["Imperial College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.8903,"has_fulltext":false,"cited_by_count":186,"citation_normalized_percentile":{"value":0.98623,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9995999932289124,"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/T11424","display_name":"Security and Verification in Computing","score":0.9896000027656555,"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":0.8051598072052002},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6524116396903992},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.594121515750885},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.564057469367981},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5127090215682983},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.506330132484436},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4814162254333496},{"id":"https://openalex.org/keywords/conjunction","display_name":"Conjunction (astronomy)","score":0.47112321853637695},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.4485975205898285},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4311125874519348},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.41200676560401917},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3671630620956421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25624412298202515},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.19811764359474182},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1830134093761444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051598072052002},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6524116396903992},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.594121515750885},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.564057469367981},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5127090215682983},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.506330132484436},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4814162254333496},{"id":"https://openalex.org/C59656382","wikidata":"https://www.wikidata.org/wiki/Q191536","display_name":"Conjunction (astronomy)","level":2,"score":0.47112321853637695},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.4485975205898285},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4311125874519348},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41200676560401917},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3671630620956421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25624412298202515},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.19811764359474182},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1830134093761444},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3386901.3388946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386901.3388946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2004.05703","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.05703","pdf_url":"https://arxiv.org/pdf/2004.05703","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.05703","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.05703","pdf_url":"https://arxiv.org/pdf/2004.05703","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1396068024","display_name":null,"funder_award_id":"EP/N028260/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W1506423323","https://openalex.org/W1825675169","https://openalex.org/W1849277567","https://openalex.org/W1981029888","https://openalex.org/W2019735187","https://openalex.org/W2027595342","https://openalex.org/W2051267297","https://openalex.org/W2075729786","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2149933564","https://openalex.org/W2156876426","https://openalex.org/W2164327070","https://openalex.org/W2194775991","https://openalex.org/W2279098554","https://openalex.org/W2397423248","https://openalex.org/W2460441129","https://openalex.org/W2473418344","https://openalex.org/W2535690855","https://openalex.org/W2591882872","https://openalex.org/W2594311007","https://openalex.org/W2606882085","https://openalex.org/W2612445135","https://openalex.org/W2616901112","https://openalex.org/W2781091734","https://openalex.org/W2793398195","https://openalex.org/W2795435272","https://openalex.org/W2798657499","https://openalex.org/W2804964665","https://openalex.org/W2805074088","https://openalex.org/W2836641468","https://openalex.org/W2885216147","https://openalex.org/W2886576854","https://openalex.org/W2892525958","https://openalex.org/W2897650051","https://openalex.org/W2899771611","https://openalex.org/W2903389359","https://openalex.org/W2903650079","https://openalex.org/W2908929484","https://openalex.org/W2911610187","https://openalex.org/W2911915417","https://openalex.org/W2914223029","https://openalex.org/W2927692314","https://openalex.org/W2946622848","https://openalex.org/W2949073274","https://openalex.org/W2949667497","https://openalex.org/W2950220847","https://openalex.org/W2951368041","https://openalex.org/W2955342536","https://openalex.org/W2962883549","https://openalex.org/W2963122961","https://openalex.org/W2963378725","https://openalex.org/W2963446712","https://openalex.org/W2963456518","https://openalex.org/W2963664914","https://openalex.org/W2963989815","https://openalex.org/W2964299589","https://openalex.org/W2967985550","https://openalex.org/W2970408908","https://openalex.org/W2982479999","https://openalex.org/W2983140679","https://openalex.org/W2985580374","https://openalex.org/W2987486320","https://openalex.org/W2988580754","https://openalex.org/W3023081684","https://openalex.org/W3099785009","https://openalex.org/W3102360395","https://openalex.org/W3102407811","https://openalex.org/W3137695714","https://openalex.org/W3173524712","https://openalex.org/W3209762908","https://openalex.org/W4205228770","https://openalex.org/W4239072543","https://openalex.org/W4288103499","https://openalex.org/W4288563649","https://openalex.org/W4297775537","https://openalex.org/W4297813615","https://openalex.org/W4299518610","https://openalex.org/W6712237015"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4312996489","https://openalex.org/W3214037210"],"abstract_inverted_index":{"We":[0],"present":[1],"DarkneTZ,":[2],"a":[3,43],"framework":[4],"that":[5],"uses":[6],"an":[7],"edge":[8,30],"device's":[9],"Trusted":[10],"Execution":[11],"Environment":[12],"(TEE)":[13],"in":[14],"conjunction":[15],"with":[16,39,50],"model":[17],"partitioning":[18],"to":[19],"limit":[20],"the":[21],"attack":[22],"surface":[23],"against":[24],"Deep":[25],"Neural":[26],"Networks":[27],"(DNNs).":[28],"Increasingly,":[29],"devices":[31],"(smartphones":[32],"and":[33],"consumer":[34],"IoT":[35],"devices)":[36],"are":[37],"equipped":[38],"pre-trained":[40],"DNNs":[41],"for":[42],"variety":[44],"of":[45],"applications.":[46],"This":[47],"trend":[48],"comes":[49],"privacy":[51],"risks":[52],"as":[53],"models":[54],"can":[55],"leak":[56],"information":[57],"about":[58],"their":[59],"training":[60],"data":[61],"through":[62],"effective":[63],"membership":[64],"inference":[65],"attacks":[66],"(MIAs).":[67]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":41},{"year":2024,"cited_by_count":46},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-08T07:41:36.138363","created_date":"2020-04-17T00:00:00"}
