{"id":"https://openalex.org/W2908087456","doi":"https://doi.org/10.1109/isit.2019.8849831","title":"Secure Estimation Under Causative Attacks","display_name":"Secure Estimation Under Causative Attacks","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2908087456","doi":"https://doi.org/10.1109/isit.2019.8849831","mag":"2908087456"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2019.8849831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1812.10569","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066854885","display_name":"Saurabh Sihag","orcid":"https://orcid.org/0000-0001-9209-7943"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Saurabh Sihag","raw_affiliation_strings":["Department of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, USA","Department of Electrical Computer, and Systems Engineering, Rensselaer Polytechnic Institute Troy NY USA"],"raw_orcid":"https://orcid.org/0000-0001-9209-7943","affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, USA","institution_ids":["https://openalex.org/I165799507"]},{"raw_affiliation_string":"Department of Electrical Computer, and Systems Engineering, Rensselaer Polytechnic Institute Troy NY USA","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054103414","display_name":"Ali Tajer","orcid":"https://orcid.org/0000-0002-3513-4135"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Tajer","raw_affiliation_strings":["Department of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, USA","Department of Electrical Computer, and Systems Engineering, Rensselaer Polytechnic Institute Troy NY USA"],"raw_orcid":"https://orcid.org/0000-0002-3513-4135","affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, USA","institution_ids":["https://openalex.org/I165799507"]},{"raw_affiliation_string":"Department of Electrical Computer, and Systems Engineering, Rensselaer Polytechnic Institute Troy NY USA","institution_ids":["https://openalex.org/I165799507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066854885"],"corresponding_institution_ids":["https://openalex.org/I165799507"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01050584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"66","issue":"8","first_page":"2344","last_page":"2348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9995999932289124,"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":0.9860000014305115,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6708589196205139},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6137711405754089},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5637398958206177},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.545812726020813},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.5328686237335205},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4985485076904297},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4809648096561432},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.47328752279281616},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4432840943336487},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38652893900871277},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36979037523269653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3252214193344116},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15619513392448425},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08364996314048767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6708589196205139},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6137711405754089},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5637398958206177},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.545812726020813},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.5328686237335205},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4985485076904297},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4809648096561432},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.47328752279281616},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4432840943336487},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38652893900871277},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36979037523269653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3252214193344116},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15619513392448425},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08364996314048767},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/isit.2019.8849831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"doi:10.1109/tit.2020.2985956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2020.2985956","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"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 Transactions on Information Theory","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1812.10569","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1812.10569","pdf_url":"https://arxiv.org/pdf/1812.10569","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"","raw_type":null},{"id":"mag:2908087456","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1812.10569","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1812.10569","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1812.10569","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1812.10569","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1812.10569","pdf_url":"https://arxiv.org/pdf/1812.10569","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"","raw_type":null},"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2653903783","display_name":null,"funder_award_id":"DMS-1737976","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5389397142","display_name":null,"funder_award_id":"ECCS-1554482","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8537633235","display_name":null,"funder_award_id":"ECCS-1933107","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2908087456.pdf","grobid_xml":"https://content.openalex.org/works/W2908087456.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1590772317","https://openalex.org/W1837278204","https://openalex.org/W1912505439","https://openalex.org/W1970515269","https://openalex.org/W1975723502","https://openalex.org/W1990142556","https://openalex.org/W1993393237","https://openalex.org/W1995010230","https://openalex.org/W1995810576","https://openalex.org/W2004627556","https://openalex.org/W2015408690","https://openalex.org/W2020915989","https://openalex.org/W2031666018","https://openalex.org/W2032687136","https://openalex.org/W2038169746","https://openalex.org/W2038420319","https://openalex.org/W2043973235","https://openalex.org/W2045030310","https://openalex.org/W2053321475","https://openalex.org/W2062132646","https://openalex.org/W2077814042","https://openalex.org/W2085512144","https://openalex.org/W2099705786","https://openalex.org/W2119978040","https://openalex.org/W2127904409","https://openalex.org/W2143940826","https://openalex.org/W2144579212","https://openalex.org/W2151298633","https://openalex.org/W2162719021","https://openalex.org/W2165483665","https://openalex.org/W2166122216","https://openalex.org/W2205221216","https://openalex.org/W2288955300","https://openalex.org/W2296319761","https://openalex.org/W2500516842","https://openalex.org/W2508460618","https://openalex.org/W2551758879","https://openalex.org/W2556022294","https://openalex.org/W2600434153","https://openalex.org/W2782755290","https://openalex.org/W2783887168","https://openalex.org/W2963890529","https://openalex.org/W2964243504","https://openalex.org/W3125560255","https://openalex.org/W4233367026","https://openalex.org/W4250589301","https://openalex.org/W6651343935"],"related_works":["https://openalex.org/W2976108734","https://openalex.org/W2290713288","https://openalex.org/W2921895982","https://openalex.org/W2062132646","https://openalex.org/W2980814657","https://openalex.org/W2784198128","https://openalex.org/W2066909550","https://openalex.org/W2985880344","https://openalex.org/W35446969","https://openalex.org/W3085279751","https://openalex.org/W2928946778","https://openalex.org/W3047181355","https://openalex.org/W2914433962","https://openalex.org/W2991444479","https://openalex.org/W2890901899","https://openalex.org/W35935764","https://openalex.org/W1603298199","https://openalex.org/W2171023083","https://openalex.org/W3212277304","https://openalex.org/W2526245382"],"abstract_inverted_index":{"This":[0,117],"paper":[1,118],"considers":[2],"the":[3,10,49,53,58,62,79,91,94,99,109,143,156],"problem":[4],"of":[5,61,96,122],"secure":[6,123,131],"parameter":[7,162],"estimation":[8,11,124,132,169],"when":[9],"algorithm":[12,54,170],"is":[13,55,69],"prone":[14],"to":[15,30,38],"causative":[16,97,134],"attacks.":[17,40],"Causative":[18,71],"attacks,":[19,98],"in":[20],"principle,":[21],"target":[22],"decision-making":[23],"algorithms":[24,45,101],"(e.g.,":[25],"inference":[26,44,100],"and":[27,125,142,149,171],"learning":[28],"algorithms)":[29],"alter":[31],"their":[32],"decisions":[33],"by":[34,46,77,85],"making":[35],"them":[36],"oblivious":[37],"specific":[39,120],"Such":[41],"attacks":[42,72,135],"influence":[43],"tampering":[47],"with":[48,57,160],"mechanism":[50],"through":[51],"which":[52,65,112,130],"provided":[56],"statistical":[59,106],"model":[60,107],"population":[63,110],"about":[64],"an":[66,87],"inferential":[67],"decision":[68,140,150],"made.":[70],"are":[73,152,176],"viable,":[74],"for":[75,108],"instance,":[76],"contaminating":[78],"historical":[80],"or":[81,84,164],"training":[82],"data,":[83],"compromising":[86],"expert":[88],"who":[89],"provides":[90,126],"model.":[92],"In":[93],"presence":[95],"operate":[102],"under":[103,129,133],"a":[104,127,167],"distorted":[105],"from":[111],"they":[113],"collect":[114],"data":[115],"samples.":[116],"introduces":[119],"notions":[121],"framework":[128],"can":[136],"be":[137],"formulated.":[138],"Closed-form":[139],"rules,":[141],"fundamental":[144],"tradeoffs":[145],"between":[146],"security":[147],"guarantee":[148],"qualities":[151],"characterized.":[153],"To":[154],"circumvent":[155],"computational":[157],"complexity":[158],"associated":[159],"growing":[161],"dimension":[163],"attack":[165],"complexity,":[166],"scalable":[168],"its":[172],"attendant":[173],"optimality":[174],"guarantees":[175],"provided.":[177]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
