{"id":"https://openalex.org/W4385488451","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191065","title":"Towards Inference of Original Graph Data Information from Graph Embeddings","display_name":"Towards Inference of Original Graph Data Information from Graph Embeddings","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4385488451","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191065"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn54540.2023.10191065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","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/A5044320079","display_name":"Xinyang Li","orcid":"https://orcid.org/0000-0003-3880-5448"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinyang Li","raw_affiliation_strings":["College of Computer Science, Chongqing University,Chongqing,China","College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013666525","display_name":"Xinyu Lei","orcid":"https://orcid.org/0000-0001-8799-7875"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyu Lei","raw_affiliation_strings":["Michigan Technological University,Department of Computer Science,USA","Department of Computer Science, Michigan Technological University, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University,Department of Computer Science,USA","institution_ids":["https://openalex.org/I11957088"]},{"raw_affiliation_string":"Department of Computer Science, Michigan Technological University, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100754583","display_name":"Yantao Li","orcid":"https://orcid.org/0000-0001-7648-5671"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yantao Li","raw_affiliation_strings":["College of Computer Science, Chongqing University,Chongqing,China","College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054571269","display_name":"Huafeng Qin","orcid":"https://orcid.org/0000-0003-4911-0393"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huafeng Qin","raw_affiliation_strings":["School of CSIE, Chongqing Technology and Business University,China","School of CSIE, Chongqing Technology and Business University, China"],"affiliations":[{"raw_affiliation_string":"School of CSIE, Chongqing Technology and Business University,China","institution_ids":["https://openalex.org/I145581781"]},{"raw_affiliation_string":"School of CSIE, Chongqing Technology and Business University, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101418716","display_name":"Yiwen Hu","orcid":"https://orcid.org/0000-0003-2715-9030"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiwen Hu","raw_affiliation_strings":["Michigan State University,Department of CSE,USA","Department of CSE, Michigan State University, USA"],"affiliations":[{"raw_affiliation_string":"Michigan State University,Department of CSE,USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Department of CSE, Michigan State University, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044320079"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08925206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"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":0.9621000289916992,"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":0.9575999975204468,"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":0.7222074270248413},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5703275799751282},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4999246597290039},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4587149918079376},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.43815192580223083},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34311366081237793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28181251883506775}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7222074270248413},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5703275799751282},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4999246597290039},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4587149918079376},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.43815192580223083},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34311366081237793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28181251883506775}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn54540.2023.10191065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p2-1141","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p2/142","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5641345895","display_name":null,"funder_award_id":"62072061,61976030","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1662382123","https://openalex.org/W1888005072","https://openalex.org/W1931980004","https://openalex.org/W2112796928","https://openalex.org/W2153803020","https://openalex.org/W2154851992","https://openalex.org/W2309415944","https://openalex.org/W2393319904","https://openalex.org/W2750384547","https://openalex.org/W2767613317","https://openalex.org/W2798724621","https://openalex.org/W2806331055","https://openalex.org/W2962711740","https://openalex.org/W2962756421","https://openalex.org/W2963076818","https://openalex.org/W2963757395","https://openalex.org/W2964015378","https://openalex.org/W2964321699","https://openalex.org/W2970183009","https://openalex.org/W2970535055","https://openalex.org/W2982802130","https://openalex.org/W3015616869","https://openalex.org/W3033591146","https://openalex.org/W3035010690","https://openalex.org/W3042856524","https://openalex.org/W3091473186","https://openalex.org/W3104097132","https://openalex.org/W3131325034","https://openalex.org/W3178835722","https://openalex.org/W3189551349","https://openalex.org/W3204085787","https://openalex.org/W3215430231","https://openalex.org/W4214868967","https://openalex.org/W4283810514","https://openalex.org/W4283810673","https://openalex.org/W4285723986","https://openalex.org/W4294558607","https://openalex.org/W4297775537","https://openalex.org/W4312505092","https://openalex.org/W4319663821","https://openalex.org/W6637178625","https://openalex.org/W6720006811","https://openalex.org/W6726873649","https://openalex.org/W6737664043","https://openalex.org/W6738964360","https://openalex.org/W6743688258","https://openalex.org/W6745537798","https://openalex.org/W6748856961","https://openalex.org/W6754929296","https://openalex.org/W6779032261","https://openalex.org/W6790852966","https://openalex.org/W6801935883","https://openalex.org/W6839335480"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W4321636575","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W2045526782","https://openalex.org/W2741131631","https://openalex.org/W3115442681","https://openalex.org/W2007838763","https://openalex.org/W2391000461","https://openalex.org/W2972311463"],"abstract_inverted_index":{"This":[0],"paper":[1],"studies":[2],"to":[3,48,71,95],"what":[4],"extent":[5],"an":[6,56,97],"adversary":[7],"(without":[8],"the":[9,15,25,50,64,77,85,115,121],"original":[10,16,26,51,78,116],"graph":[11,18,21,27,32,52,58,79,117,122],"data)":[12],"can":[13,43,113],"recover":[14],"raw":[17],"data":[19,28,53,118],"from":[20,31,55,120],"embeddings.":[22],"To":[23,83],"quantify":[24],"information":[29,54,119],"leakage":[30],"embeddings,":[33],"we":[34,62,89],"develop":[35],"a":[36],"deep":[37],"neural":[38],"network":[39],"model":[40],"InferNet":[41,73,101,112],"that":[42,111],"be":[44],"used":[45],"by":[46],"adversaries":[47],"infer":[49,114],"adversary-accessible":[57],"embedding":[59,123],"database.":[60],"Specifically,":[61],"propose":[63],"data-free":[65],"reversed":[66],"knowledge":[67],"distillation":[68],"(KD)":[69],"technique":[70],"support":[72],"training":[74,99],"even":[75],"if":[76],"dataset":[80,124],"is":[81],"absent.":[82],"improve":[84],"performance":[86],"of":[87,100,105],"InferNet,":[88],"design":[90],"two":[91],"cycle-consistency":[92],"loss":[93],"functions":[94],"have":[96],"interactive":[98],"over":[102],"three":[103],"series":[104],"datasets.":[106],"Our":[107],"intensive":[108],"experiments":[109],"demonstrate":[110],"with":[125],"high":[126],"accuracy.":[127]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}