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 | 976 | 2018 |
Zkboo: Faster zero-knowledge for boolean circuits I Giacomelli, J Madsen, C Orlandi 25th {USENIX} Security Symposium ({USENIX} Security 16), 1069-1083, 2016 | 310 | 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 | 115 | 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 | 37 | 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 | 33 | 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 | 25 | 2019 |
MonZ2ka: Fast Maliciously Secure Two Party Computation on Z2k D Catalano, M Di Raimondo, D Fiore, I Giacomelli | 22* | |
Model Extraction and Active Learning V Chandrasekaran, K Chaudhuri, I Giacomelli, S Jha, S Yan arXiv preprint arXiv:1811.02054, 2018 | 19* | 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 | 13 | 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 | 6 | 2017 |
Improved decoding algorithms for reed-solomon codes I Giacomelli arXiv preprint arXiv:1310.2473, 2013 | 6 | 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 | 5 | 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 | 4 | 2017 |
New applications of secret-sharing in cryptography I Giacomelli PhD thesis, Aarhus University, Denmark, 2016 | 2 | 2016 |
Privacy-Preserving Linear Regression on Distributed Data I Giacomelli, S Jha, CD Page | 1 | 2017 |
Privacy-Preserving Ridge Regression on Distributed Data. I Giacomelli, S Jha, CD Page, K Yoon IACR Cryptology ePrint Archive 2017, 707, 2017 | | 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 | | 2015 |