Irene Giacomelli

Most-cited papers

Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting
Samuel Yeom, Irene Giacomelli, Matt Fredrikson, S. Jha
2017IEEE Computer Security Foundations Symposium1,659 citations Open access
Semantic Scholar
ZKBoo: Faster Zero-Knowledge for Boolean Circuits
Irene Giacomelli, Jesper Madsen, Claudio Orlandi
2016USENIX Security Symposium292 citations
Semantic Scholar
Exploring Connections Between Active Learning and Model Extraction
Varun Chandrasekaran, K. Chaudhuri, Irene Giacomelli, S. Jha +1 more
2018USENIX Security Symposium207 citations
Semantic Scholar
Privacy-Preserving Ridge Regression with only Linearly-Homomorphic Encryption
Irene Giacomelli, S. Jha, M. Joye, C. D. Page +1 more
2018IACR Cryptology ePrint Archive105 citations
Semantic Scholar
Privacy-Preserving Ridge Regression on Distributed Data
Irene Giacomelli, S. Jha, C. D. Page, Kyonghwan Yoon
2017IACR Cryptology ePrint Archive53 citations
Semantic Scholar
Overfitting, robustness, and malicious algorithms: A study of potential causes of privacy risk in machine learning
Samuel Yeom, Irene Giacomelli, Alan Menaged, Matt Fredrikson +1 more
2019Journal of computing and security49 citations Open access
Semantic Scholar
Additively Homomorphic UC Commitments with Optimal Amortized Overhead
Ignacio Cascudo, I. Damgård, B. David, Irene Giacomelli +2 more
2015International Conference on Theory and Practice of Public Key Cryptography29 citations Open access
Semantic Scholar
Privacy-Preserving Collaborative Prediction using Random Forests
Irene Giacomelli, S. Jha, Ross Kleiman, David Page +1 more
2018AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science25 citations
Semantic Scholar
Model Extraction and Active Learning
Varun Chandrasekaran, K. Chaudhuri, Irene Giacomelli, S. Jha +1 more
2018arXiv.org24 citations
Semantic Scholar
Compact VSS and Efficient Homomorphic UC Commitments
I. Damgård, B. David, Irene Giacomelli, J. Nielsen
2014IACR Cryptology ePrint Archive22 citations Open access
Semantic Scholar
Efficient UC Commitment Extension with Homomorphism for Free (and Applications)
Ignacio Cascudo, I. Damgård, B. David, Nico Döttling +2 more
2019IACR Cryptology ePrint Archive15 citations Open access
Semantic Scholar
Security of Linear Secret-Sharing Schemes against Mass Surveillance
Irene Giacomelli, Ruxandra F. Olimid, Samuel Ranellucci
2015IACR Cryptology ePrint Archive4 citations Open access
Semantic Scholar
Improved Decoding Algorithms for Reed-Solomon Codes
Irene Giacomelli
2013arXiv.org4 citations
Semantic Scholar
Mon$\mathbb {Z}_{2^{k}}$a: Fast Maliciously Secure Two Party Computation on $\mathbb {Z}_{2^{k}}$
D. Catalano, Mario Di Raimondo, Dario Fiore, Irene Giacomelli
2020International Conference on Theory and Practice of Public Key Cryptography3 citations
Semantic Scholar
Monℤ2ka: Fast Maliciously Secure Two Party Computation on ℤ2k
D. Catalano, Mario Di Raimondo, Dario Fiore, Irene Giacomelli
2019IACR Cryptology ePrint Archive3 citations
Semantic Scholar
Linear-Time Non-Malleable Codes in the Bit-Wise Independent Tampering Model
R. Cramer, I. Damgård, Nico Döttling, Irene Giacomelli +1 more
2016International Conference on Information Technology & Systems3 citations Open access
Semantic Scholar
Privacy-Preserving Ridge Regression over Distributed Data from LHE ∗
Irene Giacomelli, S. Jha, M. Joye, C. D. Page +1 more
20172 citations
Semantic Scholar
Extracellular vesicles-associated tissue factor as a predictor of thrombotic risk and clinical outcomes in lung cancer patients: a prospective study
Elisabetta Casto, S. Cappelli, M. Lomi, Alessandra Pagano +14 more
2025Translational science0 citations
Semantic Scholar
Proceedings of the Third Workshop on Privacy in Natural Language Processing
Om Thakkar, Swaroop Indra Ramaswamy, Rajiv Mathews, Franoise Beaufays +496 more
20210 citations Open access
Semantic Scholar
VSS and Eﬃcient UC
I. Damgård, B. David, Irene Giacomelli, Jesper Buus Nielsen
20140 citations
Semantic Scholar