Irene Giacomelli
Irene Giacomelli
Protocol Labs
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Privacy risk in machine learning: Analyzing the connection to overfitting
S Yeom, I Giacomelli, M Fredrikson, S Jha
2018 IEEE 31st Computer Security Foundations Symposium (CSF), 268-282, 2018
Zkboo: Faster zero-knowledge for boolean circuits
I Giacomelli, J Madsen, C Orlandi
25th {USENIX} Security Symposium ({USENIX} Security 16), 1069-1083, 2016
Privacy-preserving ridge regression with only linearly-homomorphic encryption
I Giacomelli, S Jha, M Joye, CD Page, K Yoon
International Conference on Applied Cryptography and Network Security, 243-261, 2018
Compact VSS and efficient homomorphic UC commitments
I Damgård, B David, I Giacomelli, JB Nielsen
International Conference on the Theory and Application of Cryptology and …, 2014
Additively homomorphic UC commitments with optimal amortized overhead
I Cascudo, I Damgård, B David, I Giacomelli, JB Nielsen, R Trifiletti
IACR International Workshop on Public Key Cryptography, 495-515, 2015
Privacy-Preserving Collaborative Prediction using Random Forests
I Giacomelli, S Jha, R Kleiman, D Page, K Yoon
AMIA Summits on Translational Science Proceedings 2019, 248, 2019
MonZ2ka: Fast Maliciously Secure Two Party Computation on Z2k
D Catalano, M Di Raimondo, D Fiore, I Giacomelli
Model Extraction and Active Learning
V Chandrasekaran, K Chaudhuri, I Giacomelli, S Jha, S Yan
arXiv preprint arXiv:1811.02054, 2018
Efficient UC Commitment Extension with Homomorphism for Free (and Applications).
I Cascudo, I Damgård, B David, N Döttling, R Dowsley, I Giacomelli
IACR Cryptology ePrint Archive 2018, 983, 2018
Privacy-preserving ridge regression over distributed data from lhe
I Giacomelli, S Jha, M Joye, CD Page, K Yoon
Cryptology ePrint Archive, Report 2017/979, 2017. https://eprint. iacr. org …, 2017
Improved decoding algorithms for reed-solomon codes
I Giacomelli
arXiv preprint arXiv:1310.2473, 2013
Security of linear secret-sharing schemes against mass surveillance
I Giacomelli, RF Olimid, S Ranellucci
International Conference on Cryptology and Network Security, 43-58, 2015
Linear-time non-malleable codes in the bit-wise independent tampering model
R Cramer, I Damgård, N Döttling, I Giacomelli, C Xing
International Conference on Information Theoretic Security, 1-25, 2017
New applications of secret-sharing in cryptography
I Giacomelli
PhD thesis, Aarhus University, Denmark, 2016
Privacy-Preserving Linear Regression on Distributed Data
I Giacomelli, S Jha, CD Page
Privacy-Preserving Ridge Regression on Distributed Data.
I Giacomelli, S Jha, CD Page, K Yoon
IACR Cryptology ePrint Archive 2017, 707, 2017
Additively Homomorphic UC commitments with Optimal Amortized Overhead
IC Pueyo, IB Damgård, BM David, I Giacomelli, JB Nielsen, R Trifiletti
International Conference on Practice and Theory in Public-Key Cryptography, 2015
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