{"id":"https://openalex.org/W4308380843","doi":"https://doi.org/10.1145/3548606.3563480","title":"Demo -- MaLFraDA","display_name":"Demo -- MaLFraDA","publication_year":2022,"publication_date":"2022-11-07","ids":{"openalex":"https://openalex.org/W4308380843","doi":"https://doi.org/10.1145/3548606.3563480"},"language":"en","primary_location":{"id":"doi:10.1145/3548606.3563480","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3548606.3563480","pdf_url":null,"source":{"id":"https://openalex.org/S4363608815","display_name":"Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004372801","display_name":"Chandra Thapa","orcid":"https://orcid.org/0000-0002-3855-3378"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chandra Thapa","raw_affiliation_strings":["CSIRO's Data61, Marsfield, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO's Data61, Marsfield, NSW, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084022157","display_name":"Seyit Camtepe","orcid":"https://orcid.org/0000-0001-6353-8359"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Seyit Camtepe","raw_affiliation_strings":["CSIRO's Data61, Marsfield, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO's Data61, Marsfield, NSW, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110752696","display_name":"Raj Gaire","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137100","display_name":"KPMG (Australia)","ror":"https://ror.org/04cwh4511","country_code":"AU","type":"company","lineage":["https://openalex.org/I4210135825","https://openalex.org/I4210137100"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Raj Gaire","raw_affiliation_strings":["KPMG Australia, Canberra, ACT, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KPMG Australia, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I4210137100"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082256444","display_name":"\u202aSurya Nepal\u202c","orcid":"https://orcid.org/0000-0002-3289-6599"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Surya Nepal","raw_affiliation_strings":["CSIRO's Data61, Marsfield, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO's Data61, Marsfield, NSW, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067534316","display_name":"Seung Ick Jang","orcid":"https://orcid.org/0000-0002-0544-7982"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Seung Ick Jang","raw_affiliation_strings":["CSIRO's Data61, Marsfield, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO's Data61, Marsfield, NSW, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3523","last_page":"3525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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/T10237","display_name":"Cryptography and Data Security","score":0.9948999881744385,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9873999953269958,"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":0.8375890851020813},{"id":"https://openalex.org/keywords/custodians","display_name":"Custodians","score":0.7970587015151978},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.6633784770965576},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.48778682947158813},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.46537965536117554},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4638863205909729},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.45890089869499207},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4363933205604553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3624998927116394},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.26016178727149963},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1445416808128357},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13542556762695312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8375890851020813},{"id":"https://openalex.org/C2779891390","wikidata":"https://www.wikidata.org/wiki/Q964630","display_name":"Custodians","level":2,"score":0.7970587015151978},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.6633784770965576},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.48778682947158813},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.46537965536117554},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4638863205909729},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.45890089869499207},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4363933205604553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3624998927116394},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.26016178727149963},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1445416808128357},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13542556762695312},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3548606.3563480","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3548606.3563480","pdf_url":null,"source":{"id":"https://openalex.org/S4363608815","display_name":"Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2963209930","https://openalex.org/W3018102029"],"related_works":["https://openalex.org/W2993712265","https://openalex.org/W1994553026","https://openalex.org/W2505768422","https://openalex.org/W4319165009","https://openalex.org/W2091184348","https://openalex.org/W2119773628","https://openalex.org/W585376913","https://openalex.org/W1972584048","https://openalex.org/W4231483486","https://openalex.org/W3168413932"],"abstract_inverted_index":{"Training":[0],"machine":[1,117],"learning":[2,118,125],"algorithms":[3,119],"on":[4],"sensitive,":[5],"illegal":[6],"to":[7,18,73,90],"possess,":[8],"and":[9,35,45,51,75,79,92,96,103,123],"psychologically":[10],"harmful":[11],"data":[12,30,101,128],"is":[13],"challenging":[14],"because":[15],"researchers":[16],"have":[17],"do":[19],"training":[20],"without":[21],"handling":[22],"the":[23,26,29,39,82],"data.":[24],"Moreover,":[25],"nature":[27],"of":[28,37,47,81],"imposes":[31],"strict":[32],"control,":[33],"monitoring,":[34],"examination":[36],"all":[38],"activities":[40],"involved,":[41],"including":[42],"communication,":[43],"execution,":[44],"release":[46],"algorithms,":[48],"datasets,":[49],"outputs,":[50],"results.":[52],"In":[53],"this":[54,56],"regard,":[55],"work":[57],"proposes":[58],"a":[59,88],"new":[60],"multi-zoned":[61],"framework":[62],"called":[63],"MaLFraDA.":[64],"MaLFraDA":[65],"has":[66],"soft":[67],"air":[68],"gaps":[69],"between":[70],"its":[71],"zones":[72],"isolate":[74],"control":[76],"communication":[77],"in":[78],"out":[80],"framework.":[83],"Besides,":[84],"it":[85],"includes":[86],"(i)":[87],"vetter":[89],"investigate":[91],"approve":[93],"incoming":[94],"model/algorithm,":[95],"outgoing":[97],"information,":[98],"(ii)":[99],"encrypted":[100],"vaults,":[102],"(iii)":[104],"airlock":[105],"instances":[106],"for":[107],"secure":[108],"execution/computation.":[109],"MaLFraDA,":[110],"with":[111],"an":[112],"extension,":[113],"runs":[114],"popular":[115],"distributed":[116],"such":[120],"as":[121],"federated":[122],"split":[124],"using":[126],"multiple":[127],"custodians.":[129]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2022-11-11T00:00:00"}