Engineering Methods for Differentially Private Histograms: Efficiency Beyond Utility.

Stavros Papadopoulos 0001 Intel Labs & MIT, Boston, MA, USA Hong Kong University of Science and Technology (HKUST), Hong Kong https://people.csail.mit.edu/stavrosp/ Stavros Papadopoulos Stavros Papadopoulos 0002 Centre for Research and Technology Hellas, Thessaloniki, Greece Imperial College London, UK https://orcid.org/0000-0003-1018-2293 https://ieeexplore.ieee.org/author/37076556100 https://www.wikidata.org/entity/Q102439112 https://mathgenealogy.org/id.php?id=198278

Georgios Kellaris Stavros Papadopoulos 0001 Dimitris Papadias Engineering Methods for Differentially Private Histograms: Efficiency Beyond Utility. 315-328 2019 31 IEEE Trans. Knowl. Data Eng. 2 https://doi.org/10.1109/TKDE.2018.2827378 http://doi.ieeecomputersociety.org/10.1109/TKDE.2018.2827378 db/journals/tkde/tkde31.html#KellarisPP19

Ioannis Demertzis Stavros Papadopoulos 0001 Odysseas Papapetrou Antonios Deligiannakis Minos N. Garofalakis Charalampos Papamanthou Practical Private Range Search in Depth. 2:1-2:52 2018 43 ACM Trans. Database Syst. 1 https://doi.org/10.1145/3167971 https://www.wikidata.org/entity/Q130130020 db/journals/tods/tods43.html#DemertzisPPDGP18

Jacob Bolewski Stavros Papadopoulos 0001 Managing massive multi-dimensional array data with TileDB: - Invited demo paper. 3175-3176 2017 IEEE BigData https://doi.org/10.1109/BigData.2017.8258296 conf/bigdataconf/2017 db/conf/bigdataconf/bigdataconf2017.html#Bolewski017 Foteini Baldimtsi Dimitrios Papadopoulos 0001 Stavros Papadopoulos 0001 Alessandra Scafuro Nikos Triandopoulos Server-Aided Secure Computation with Off-line Parties. 103-123 2017 ESORICS (1) https://doi.org/10.1007/978-3-319-66402-6_8 conf/esorics/2017-1 db/conf/esorics/esorics2017-1.html#BaldimtsiPPST17 Edmon Begoli James Blair Christian Vijay Gadepally Stavros Papadopoulos 0001 An Emerging Role for Polystores in Precision Medicine. 41-52 2017 DMAH@VLDB https://doi.org/10.1007/978-3-319-67186-4_5 conf/vldb/2017dmah db/conf/vldb/dmah2017.html#BegoliCGP17

Stavros Papadopoulos 0001 Kushal Datta Samuel Madden 0001 Timothy G. Mattson The TileDB Array Data Storage Manager. 349-360 2016 10 Proc. VLDB Endow. 4 http://www.vldb.org/pvldb/vol10/p349-papadopoulos.pdf https://doi.org/10.14778/3025111.3025117 db/journals/pvldb/pvldb10.html#PapadopoulosDMM16

Ioannis Demertzis Stavros Papadopoulos 0001 Odysseas Papapetrou Antonios Deligiannakis Minos N. Garofalakis Practical Private Range Search Revisited. 185-198 2016 SIGMOD Conference https://doi.org/10.1145/2882903.2882911 conf/sigmod/2016 db/conf/sigmod/sigmod2016.html#DemertzisPPDG16

Foteini Baldimtsi Dimitrios Papadopoulos 0001 Stavros Papadopoulos 0001 Alessandra Scafuro Nikos Triandopoulos Secure Computation in Online Social Networks. 948 2016 2016 IACR Cryptol. ePrint Arch. http://eprint.iacr.org/2016/948 db/journals/iacr/iacr2016.html#BaldimtsiPPST16

Aaron J. Elmore Jennie Duggan Mike Stonebraker Magdalena Balazinska Ugur Çetintemel Vijay Gadepally Jeffrey Heer Bill Howe Jeremy Kepner Tim Kraska Samuel Madden 0001 David Maier 0001 Timothy G. Mattson Stavros Papadopoulos 0001 Jeff Parkhurst Nesime Tatbul Manasi Vartak Stan Zdonik A Demonstration of the BigDAWG Polystore System. 1908-1911 2015 8 Proc. VLDB Endow. 12 http://www.vldb.org/pvldb/vol8/p1908-Elmore.pdf https://doi.org/10.14778/2824032.2824098 db/journals/pvldb/pvldb8.html#ElmoreDSBCGHHKK15

Georgios Kellaris Stavros Papadopoulos 0001 Dimitris Papadias Differentially Private Histograms for Range-Sum Queries: A Modular Approach. 2015 abs/1504.03440 CoRR http://arxiv.org/abs/1504.03440 db/journals/corr/corr1504.html#KellarisPP15

Georgios Kellaris Stavros Papadopoulos 0001 Xiaokui Xiao Dimitris Papadias Differentially Private Event Sequences over Infinite Streams. 1155-1166 2014 7 Proc. VLDB Endow. 12 http://www.vldb.org/pvldb/vol7/p1155-kellaris.pdf https://doi.org/10.14778/2732977.2732989 db/journals/pvldb/pvldb7.html#KellarisPXP14

Stavros Papadopoulos 0001 Graham Cormode Antonios Deligiannakis Minos N. Garofalakis Lightweight Query Authentication on Streams. 30:1-30:45 2014 39 ACM Trans. Database Syst. 4 https://doi.org/10.1145/2656336 db/journals/tods/tods39.html#PapadopoulosCDG14

Dimitrios Papadopoulos 0001 Stavros Papadopoulos 0001 Nikos Triandopoulos Taking Authenticated Range Queries to Arbitrary Dimensions. 819-830 2014 CCS https://doi.org/10.1145/2660267.2660373 conf/ccs/2014 db/conf/ccs/ccs2014.html#PapadopoulosPT14

Georgios Kellaris Stavros Papadopoulos 0001 Practical Differential Privacy via Grouping and Smoothing. 301-312 2013 6 Proc. VLDB Endow. 5 http://www.vldb.org/pvldb/vol6/p301-papadopoulos.pdf https://doi.org/10.14778/2535573.2488337 db/journals/pvldb/pvldb6.html#KellarisP13

Nikos Armenatzoglou Stavros Papadopoulos 0001 Dimitris Papadias A General Framework for Geo-Social Query Processing. 913-924 2013 6 Proc. VLDB Endow. 10 http://www.vldb.org/pvldb/vol6/p913-papadopoulos.pdf https://doi.org/10.14778/2536206.2536218 db/journals/pvldb/pvldb6.html#ArmenatzoglouPP13

Aggelos Kiayias Stavros Papadopoulos 0001 Nikos Triandopoulos Thomas Zacharias 0001 Delegatable pseudorandom functions and applications. 669-684 2013 CCS https://doi.org/10.1145/2508859.2516668 https://www.wikidata.org/entity/Q130893457 conf/ccs/2013 db/conf/ccs/ccs2013.html#KiayiasPTZ13 Stavros Papadopoulos 0001 Graham Cormode Antonios Deligiannakis Minos N. Garofalakis Lightweight authentication of linear algebraic queries on data streams. 881-892 2013 SIGMOD Conference https://doi.org/10.1145/2463676.2465281 conf/sigmod/2013 db/conf/sigmod/sigmod2013.html#PapadopoulosCDG13

Aggelos Kiayias Stavros Papadopoulos 0001 Nikos Triandopoulos Thomas Zacharias 0001 Delegatable Pseudorandom Functions and Applications. 379 2013 2013 IACR Cryptol. ePrint Arch. http://eprint.iacr.org/2013/379 db/journals/iacr/iacr2013.html#KiayiasPTZ13

Stavros Papadopoulos 0001 Spiridon Bakiras Dimitris Papadias pCloud: A Distributed System for Practical PIR. 115-127 2012 9 IEEE Trans. Dependable Secur. Comput. 1 https://doi.org/10.1109/TDSC.2010.60 http://doi.ieeecomputersociety.org/10.1109/TDSC.2010.60 db/journals/tdsc/tdsc9.html#PapadopoulosBP12

Stavros Papadopoulos 0001 Aggelos Kiayias Dimitris Papadias Exact In-Network Aggregation with Integrity and Confidentiality. 1760-1773 2012 24 IEEE Trans. Knowl. Data Eng. 10 https://doi.org/10.1109/TKDE.2012.64 http://doi.ieeecomputersociety.org/10.1109/TKDE.2012.64 db/journals/tkde/tkde24.html#PapadopoulosKP12

Stavros Papadopoulos 0001 Lixing Wang Yin Yang 0001 Dimitris Papadias Panagiotis Karras Authenticated Multistep Nearest Neighbor Search. 641-654 2011 23 IEEE Trans. Knowl. Data Eng. 5 https://doi.org/10.1109/TKDE.2010.157 http://doi.ieeecomputersociety.org/10.1109/TKDE.2010.157 db/journals/tkde/tkde23.html#PapadopoulosWYPK11

Stavros Papadopoulos 0001 Aggelos Kiayias Dimitris Papadias Secure and efficient in-network processing of exact SUM queries. 517-528 2011 ICDE https://doi.org/10.1109/ICDE.2011.5767886 https://doi.ieeecomputersociety.org/10.1109/ICDE.2011.5767886 conf/icde/2011 db/conf/icde/icde2011.html#PapadopoulosKP11 Yufei Tao 0001 Stavros Papadopoulos 0001 Cheng Sheng 0001 Kostas Stefanidis Nearest keyword search in XML documents. 589-600 2011 SIGMOD Conference https://doi.org/10.1145/1989323.1989385 conf/sigmod/2011 db/conf/sigmod/sigmod2011.html#TaoPSS11

Stavros Papadopoulos 0001 Spiridon Bakiras Dimitris Papadias Nearest Neighbor Search with Strong Location Privacy. 619-629 2010 3 Proc. VLDB Endow. 1 https://vldb.org/pvldb/vol3/R55.pdf https://doi.org/10.14778/1920841.1920920 db/journals/pvldb/pvldb3.html#PapadopoulosBP10

Stavros Papadopoulos 0001 Yin Yang 0001 Dimitris Papadias Continuous authentication on relational streams. 161-180 2010 19 VLDB J. 2 https://doi.org/10.1007/s00778-009-0145-2 db/journals/vldb/vldb19.html#PapadopoulosYP10

Yin Yang 0001 Stavros Papadopoulos 0001 Dimitris Papadias George Kollios Authenticated indexing for outsourced spatial databases. 631-648 2009 18 VLDB J. 3 https://doi.org/10.1007/s00778-008-0113-2 db/journals/vldb/vldb18.html#YangPPK09

Dimitris Sacharidis Stavros Papadopoulos 0001 Dimitris Papadias Topologically Sorted Skylines for Partially Ordered Domains. 1072-1083 2009 ICDE https://doi.org/10.1109/ICDE.2009.129 https://doi.ieeecomputersociety.org/10.1109/ICDE.2009.129 conf/icde/2009 db/conf/icde/icde2009.html#SacharidisPP09 Stavros Papadopoulos 0001 Dimitris Papadias Weiwei Cheng Kian-Lee Tan Separating Authentication from Query Execution in Outsourced Databases. 1148-1151 2009 ICDE https://doi.org/10.1109/ICDE.2009.187 https://doi.ieeecomputersociety.org/10.1109/ICDE.2009.187 conf/icde/2009 db/conf/icde/icde2009.html#PapadopoulosPCT09 Yin Yang 0001 Dimitris Papadias Stavros Papadopoulos 0001 Panos Kalnis Authenticated join processing in outsourced databases. 5-18 2009 SIGMOD Conference https://doi.org/10.1145/1559845.1559849 conf/sigmod/2009 db/conf/sigmod/sigmod2009.html#YangPPK09 Stavros Papadopoulos 0001 Yin Yang 0001 Spiridon Bakiras Dimitris Papadias Continuous Spatial Authentication. 62-79 2009 SSTD https://doi.org/10.1007/978-3-642-02982-0_7 conf/ssd/2009 db/conf/ssd/sstd2009.html#PapadopoulosYBP09 Yin Yang 0001 Stavros Papadopoulos 0001 Dimitris Papadias George Kollios Spatial Outsourcing for Location-based Services. 1082-1091 2008 ICDE https://doi.org/10.1109/ICDE.2008.4497517 https://doi.ieeecomputersociety.org/10.1109/ICDE.2008.4497517 conf/icde/2008 db/conf/icde/icde2008.html#YangPPK08 Stavros Papadopoulos 0001 Dimitris Sacharidis Kyriakos Mouratidis Continuous Medoid Queries over Moving Objects. 38-56 2007 conf/ssd/2007 SSTD https://doi.org/10.1007/978-3-540-73540-3_3 db/conf/ssd/sstd2007.html#PapadopoulosSM07 Stavros Papadopoulos 0001 Yin Yang 0001 Dimitris Papadias CADS: Continuous Authentication on Data Streams. 135-146 2007 conf/vldb/2007 VLDB http://www.vldb.org/conf/2007/papers/research/p135-papadopoulos.pdf db/conf/vldb/vldb2007.html#PapadopoulosYP07 Nikos Armenatzoglou Spiridon Bakiras Magdalena Balazinska Foteini Baldimtsi Edmon Begoli Jacob Bolewski Ugur Çetintemel Weiwei Cheng James Blair Christian Graham Cormode Kushal Datta Antonios Deligiannakis Ioannis Demertzis Aaron J. Elmore Vijay Gadepally Minos N. Garofalakis Jeffrey Heer Bill Howe Panos Kalnis Panagiotis Karras Georgios Kellaris Jeremy Kepner Aggelos Kiayias George Kollios Tim Kraska Samuel Madden 0001 David Maier 0001 Timothy G. Mattson Kyriakos Mouratidis Dimitris Papadias Dimitrios Papadopoulos 0001 Charalampos Papamanthou Odysseas Papapetrou Jeff Parkhurst Jennie RogersJennie Duggan Dimitris Sacharidis Alessandra Scafuro Cheng Sheng 0001 Kostas Stefanidis Michael StonebrakerMike Stonebraker Kian-Lee Tan Yufei Tao 0001 Nesime Tatbul Nikos Triandopoulos Manasi Vartak Lixing Wang Xiaokui Xiao Yin Yang 0001 Thomas Zacharias 0001 Stanley B. ZdonikStan Zdonik