Improved Bootstrapping for Approximate Homomorphic Encryption
Hao Chen, Yongsoo Song, Ilaria Chillotti
October 2018
Microsoft SEAL
Build end-to-end encrypted data storage and computation services
Publications
Publications
Publications by Year
-
Labeled PSI from Fully Homomorphic Encryption with Malicious Security
Hao Chen, Zhicong Huang, Kim Laine, Peter Rindal
ACM SIGSAC Conference on Computer and Communications Security | October 2018
Logistic regression over encrypted data from fully homomorphic encryption
Hao Chen, Ran Gilad-Bachrach, Kyoohyung Han, Zhicong Huang, Amir Jalali, Kim Laine, Kristin Lauter
BMC Medical Genomics | October 2018, Vol 11(4)
PIR with compressed queries and amortized computation
Sebastian Angel, Hao Chen, Kim Laine, Srinath Setty
IEEE Symposium on Security and Privacy, S&P (Oakland) 2018 | April 2018
Homomorphic Lower Digits Removal and Improved FHE Bootstrapping
Hao Chen, Kyoohyung Han
EUROCRYPT 2018 | March 2018
High-Precision Arithmetic in Homomorphic Encryption
Kim Laine, Hao Chen, Rachel Player, Yuhou Xia
Topics in Cryptology – CT-RSA 2018. CT-RSA 2018 | March 2018
ISBN: 978-3-319-76952-3
Lecture Notes in Computer Science
-
Fast Private Set Intersection from Homomorphic Encryption
Hao Chen, Kim Laine, Peter Rindal
CCS ’17 Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security | October 2017
ISBN: 978-1-4503-4946-8
Private queries on encrypted genomic data
Kim Laine, Kristin Lauter, Hao Chen, Peter Rindal, Gizem S. Çetin, Yuhou Xia
iDASH Privacy and Security Workshop 2016 | July 2017
-
CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2016-3 | February 2016
-
Private Genome Analysis Through Homomorphic Encryption
Miran Kim, Kristin Lauter
BMC medical informatics and decision making | December 2015, Vol 15
Manual for Using Homomorphic Encryption for Bioinformatics
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2015-87 | November 2015
Attacks on search RLWE
Hao Chen, Kristin Lauter, Katherine E Stange
MSR-TR-2015-93 | October 2015
Key Recovery for LWE in Polynomial Time
Kim Laine, Kristin Lauter
IACR Cryptology ePrint Archive | October 2015
Ring-LWE cryptography for the number theorist
Yara Elias, Kristin Lauter, Ekin Ozman, Katherine E. Stange
arXiv preprint arXiv:1508.01375 | September 2015
Provably Weak Instances of Ring-LWE
YARA ELIAS, Kristin Lauter, EKIN OZMAN, AND KATHERINE E. STANGE
March 2015
Homomorphic Computation of Edit Distance
Jung Hee Cheon, Miran Kim, Kristin Lauter
January 2015
-
Weak Instances of PLWE
Kirsten Eisentrager, Sean Hallgren, Kristin Lauter
Selected Areas in Cryptography 2014 | September 2014
Private predictive analysis on encrypted medical data
Joppe W. Bos, Kristin Lauter, Michael Naehrig
Journal of biomedical informatics | August 2014, Vol 50: pp. 234-243
Private Computation on Encrypted Genomic Data
Kristin Lauter, , Michael Naehrig
MSR-TR-2014-93 | June 2014
-
Improved Security for a Ring-Based Fully Homomorphic Encryption Scheme
Joppe Bos, Kristin Lauter, Jake Loftus, Michael Naehrig
International Conference On Cryptography and Coding | Published by Springer | 2013 | International Conference On Cryptography and Coding edition
-
ML Confidential: Machine Learning on Encrypted Data
Thore Graepel, Kristin Lauter, Michael Naehrig
International Conference on Information Security and Cryptography — ICISC 2012, International Conference on Information Security and Cryptology – ICISC 2012, Lecture Notes in Computer Science, to appear | December 2012
-
Can Homomorphic Encryption be Practical?
Kristin Lauter, Michael Naehrig, Vinod Vaikuntanathan
ACM Cloud Computing Security Workshop – CCSW 2011 | January 2011
Publications by Research Area
-
Improved Bootstrapping for Approximate Homomorphic Encryption
Hao Chen, Yongsoo Song, Ilaria Chillotti
October 2018
Labeled PSI from Fully Homomorphic Encryption with Malicious Security
Hao Chen, Zhicong Huang, Kim Laine, Peter Rindal
ACM SIGSAC Conference on Computer and Communications Security | October 2018
Logistic regression over encrypted data from fully homomorphic encryption
Hao Chen, Ran Gilad-Bachrach, Kyoohyung Han, Zhicong Huang, Amir Jalali, Kim Laine, Kristin Lauter
BMC Medical Genomics | October 2018, Vol 11(4)
PIR with compressed queries and amortized computation
Sebastian Angel, Hao Chen, Kim Laine, Srinath Setty
IEEE Symposium on Security and Privacy, S&P (Oakland) 2018 | April 2018
Homomorphic Lower Digits Removal and Improved FHE Bootstrapping
Hao Chen, Kyoohyung Han
EUROCRYPT 2018 | March 2018
High-Precision Arithmetic in Homomorphic Encryption
Kim Laine, Hao Chen, Rachel Player, Yuhou Xia
Topics in Cryptology – CT-RSA 2018. CT-RSA 2018 | March 2018
ISBN: 978-3-319-76952-3
Lecture Notes in Computer Science
Fast Private Set Intersection from Homomorphic Encryption
Hao Chen, Kim Laine, Peter Rindal
CCS ’17 Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security | October 2017
ISBN: 978-1-4503-4946-8
Private queries on encrypted genomic data
Kim Laine, Kristin Lauter, Hao Chen, Peter Rindal, Gizem S. Çetin, Yuhou Xia
iDASH Privacy and Security Workshop 2016 | July 2017
CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2016-3 | February 2016
Private Genome Analysis Through Homomorphic Encryption
Miran Kim, Kristin Lauter
BMC medical informatics and decision making | December 2015, Vol 15
Manual for Using Homomorphic Encryption for Bioinformatics
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2015-87 | November 2015
Key Recovery for LWE in Polynomial Time
Kim Laine, Kristin Lauter
IACR Cryptology ePrint Archive | October 2015
Attacks on search RLWE
Hao Chen, Kristin Lauter, Katherine E Stange
MSR-TR-2015-93 | October 2015
Ring-LWE cryptography for the number theorist
Yara Elias, Kristin Lauter, Ekin Ozman, Katherine E. Stange
arXiv preprint arXiv:1508.01375 | September 2015
Provably Weak Instances of Ring-LWE
YARA ELIAS, Kristin Lauter, EKIN OZMAN, AND KATHERINE E. STANGE
March 2015
Homomorphic Computation of Edit Distance
Jung Hee Cheon, Miran Kim, Kristin Lauter
January 2015
Weak Instances of PLWE
Kirsten Eisentrager, Sean Hallgren, Kristin Lauter
Selected Areas in Cryptography 2014 | September 2014
Private predictive analysis on encrypted medical data
Joppe W. Bos, Kristin Lauter, Michael Naehrig
Journal of biomedical informatics | August 2014, Vol 50: pp. 234-243
Private Computation on Encrypted Genomic Data
Kristin Lauter, , Michael Naehrig
MSR-TR-2014-93 | June 2014
Improved Security for a Ring-Based Fully Homomorphic Encryption Scheme
Joppe Bos, Kristin Lauter, Jake Loftus, Michael Naehrig
International Conference On Cryptography and Coding | Published by Springer | 2013 | International Conference On Cryptography and Coding edition
Can Homomorphic Encryption be Practical?
Kristin Lauter, Michael Naehrig, Vinod Vaikuntanathan
ACM Cloud Computing Security Workshop – CCSW 2011 | January 2011
-
CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2016-3 | February 2016
Manual for Using Homomorphic Encryption for Bioinformatics
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2015-87 | November 2015
-
CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2016-3 | February 2016
Manual for Using Homomorphic Encryption for Bioinformatics
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2015-87 | November 2015
ML Confidential: Machine Learning on Encrypted Data
Thore Graepel, Kristin Lauter, Michael Naehrig
International Conference on Information Security and Cryptography — ICISC 2012, International Conference on Information Security and Cryptology – ICISC 2012, Lecture Notes in Computer Science, to appear | December 2012
-
Private Genome Analysis Through Homomorphic Encryption
Miran Kim, Kristin Lauter
BMC medical informatics and decision making | December 2015, Vol 15
Key Recovery for LWE in Polynomial Time
Kim Laine, Kristin Lauter
IACR Cryptology ePrint Archive | October 2015
Attacks on search RLWE
Hao Chen, Kristin Lauter, Katherine E Stange
MSR-TR-2015-93 | October 2015
Ring-LWE cryptography for the number theorist
Yara Elias, Kristin Lauter, Ekin Ozman, Katherine E. Stange
arXiv preprint arXiv:1508.01375 | September 2015
Provably Weak Instances of Ring-LWE
YARA ELIAS, Kristin Lauter, EKIN OZMAN, AND KATHERINE E. STANGE
March 2015
Homomorphic Computation of Edit Distance
Jung Hee Cheon, Miran Kim, Kristin Lauter
January 2015
Private predictive analysis on encrypted medical data
Joppe W. Bos, Kristin Lauter, Michael Naehrig
Journal of biomedical informatics | August 2014, Vol 50: pp. 234-243
Publications by Type
-
Logistic regression over encrypted data from fully homomorphic encryption
Hao Chen, Ran Gilad-Bachrach, Kyoohyung Han, Zhicong Huang, Amir Jalali, Kim Laine, Kristin Lauter
BMC Medical Genomics | October 2018, Vol 11(4)
Private Genome Analysis Through Homomorphic Encryption
Miran Kim, Kristin Lauter
BMC medical informatics and decision making | December 2015, Vol 15
Key Recovery for LWE in Polynomial Time
Kim Laine, Kristin Lauter
IACR Cryptology ePrint Archive | October 2015
Private predictive analysis on encrypted medical data
Joppe W. Bos, Kristin Lauter, Michael Naehrig
Journal of biomedical informatics | August 2014, Vol 50: pp. 234-243
-
Improved Bootstrapping for Approximate Homomorphic Encryption
Hao Chen, Yongsoo Song, Ilaria Chillotti
October 2018
-
Labeled PSI from Fully Homomorphic Encryption with Malicious Security
Hao Chen, Zhicong Huang, Kim Laine, Peter Rindal
ACM SIGSAC Conference on Computer and Communications Security | October 2018
PIR with compressed queries and amortized computation
Sebastian Angel, Hao Chen, Kim Laine, Srinath Setty
IEEE Symposium on Security and Privacy, S&P (Oakland) 2018 | April 2018
Homomorphic Lower Digits Removal and Improved FHE Bootstrapping
Hao Chen, Kyoohyung Han
EUROCRYPT 2018 | March 2018
High-Precision Arithmetic in Homomorphic Encryption
Kim Laine, Hao Chen, Rachel Player, Yuhou Xia
Topics in Cryptology – CT-RSA 2018. CT-RSA 2018 | March 2018
ISBN: 978-3-319-76952-3
Lecture Notes in Computer Science
Fast Private Set Intersection from Homomorphic Encryption
Hao Chen, Kim Laine, Peter Rindal
CCS ’17 Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security | October 2017
ISBN: 978-1-4503-4946-8
Private queries on encrypted genomic data
Kim Laine, Kristin Lauter, Hao Chen, Peter Rindal, Gizem S. Çetin, Yuhou Xia
iDASH Privacy and Security Workshop 2016 | July 2017
Ring-LWE cryptography for the number theorist
Yara Elias, Kristin Lauter, Ekin Ozman, Katherine E. Stange
arXiv preprint arXiv:1508.01375 | September 2015
Provably Weak Instances of Ring-LWE
YARA ELIAS, Kristin Lauter, EKIN OZMAN, AND KATHERINE E. STANGE
March 2015
Homomorphic Computation of Edit Distance
Jung Hee Cheon, Miran Kim, Kristin Lauter
January 2015
Weak Instances of PLWE
Kirsten Eisentrager, Sean Hallgren, Kristin Lauter
Selected Areas in Cryptography 2014 | September 2014
ML Confidential: Machine Learning on Encrypted Data
Thore Graepel, Kristin Lauter, Michael Naehrig
International Conference on Information Security and Cryptography — ICISC 2012, International Conference on Information Security and Cryptology – ICISC 2012, Lecture Notes in Computer Science, to appear | December 2012
Can Homomorphic Encryption be Practical?
Kristin Lauter, Michael Naehrig, Vinod Vaikuntanathan
ACM Cloud Computing Security Workshop – CCSW 2011 | January 2011
-
CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2016-3 | February 2016
Manual for Using Homomorphic Encryption for Bioinformatics
Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine, Kristin Lauter, Michael Naehrig, John Wernsing
MSR-TR-2015-87 | November 2015
Attacks on search RLWE
Hao Chen, Kristin Lauter, Katherine E Stange
MSR-TR-2015-93 | October 2015
Private Computation on Encrypted Genomic Data
Kristin Lauter, , Michael Naehrig
MSR-TR-2014-93 | June 2014
-
Improved Security for a Ring-Based Fully Homomorphic Encryption Scheme
Joppe Bos, Kristin Lauter, Jake Loftus, Michael Naehrig
International Conference On Cryptography and Coding | Published by Springer | 2013 | International Conference On Cryptography and Coding edition