Irene Giacomelli

According to our database, Irene Giacomelli authored at least 16 papers between 2013 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Overfitting, robustness, and malicious algorithms: A study of potential causes of privacy risk in machine learning.

Samuel Yeom, Irene Giacomelli, Alan Menaged, Matt Fredrikson, Somesh Jha

J. Comput. Secur., 2020

Exploring Connections Between Active Learning and Model Extraction.

Varun Chandrasekaran, Kamalika Chaudhuri, Irene Giacomelli, Somesh Jha, Songbai Yan

Proceedings of the 29th USENIX Security Symposium, 2020

Mon$\mathbb {Z}_{2^{k}}$a: Fast Maliciously Secure Two Party Computation on $\mathbb {Z}_{2^{k}}$.

Dario Catalano, Mario Di Raimondo, Dario Fiore, Irene Giacomelli

Proceedings of the Public-Key Cryptography - PKC 2020, 2020

2019

Monℤ_2^ka: Fast Maliciously Secure Two Party Computation on ℤ_2^k.

Dario Catalano, Mario Di Raimondo, Dario Fiore, Irene Giacomelli

IACR Cryptol. ePrint Arch., 2019

2018

Efficient UC Commitment Extension with Homomorphism for Free (and Applications).

Ignacio Cascudo, Ivan Damgård, Bernardo David, Nico Döttling, Rafael Dowsley, Irene Giacomelli

IACR Cryptol. ePrint Arch., 2018

Privacy-Preserving Collaborative Prediction using Random Forests.

Irene Giacomelli, Somesh Jha, Ross Kleiman, David Page, Kyonghwan Yoon

CoRR, 2018

Model Extraction and Active Learning.

Varun Chandrasekaran, Kamalika Chaudhuri, Irene Giacomelli, Somesh Jha, Songbai Yan

CoRR, 2018

Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting.

Samuel Yeom, Irene Giacomelli, Matt Fredrikson, Somesh Jha

Proceedings of the 31st IEEE Computer Security Foundations Symposium, 2018

2017

Privacy-Preserving Ridge Regression on Distributed Data.

Irene Giacomelli, Somesh Jha, C. David Page, Kyonghwan Yoon

IACR Cryptol. ePrint Arch., 2017

Privacy-Preserving Ridge Regression with only Linearly-Homomorphic Encryption.

Irene Giacomelli, Somesh Jha, Marc Joye, C. David Page, Kyonghwan Yoon

IACR Cryptol. ePrint Arch., 2017

2016

ZKBoo: Faster Zero-Knowledge for Boolean Circuits.

Irene Giacomelli, Jesper Madsen, Claudio Orlandi

IACR Cryptol. ePrint Arch., 2016

Linear-Time Non-Malleable Codes in the Bit-Wise Independent Tampering Model.

Ronald Cramer, Ivan Damgård, Nico Döttling, Irene Giacomelli, Chaoping Xing

IACR Cryptol. ePrint Arch., 2016

2015

Security of Linear Secret-Sharing Schemes against Mass Surveillance.

Irene Giacomelli, Ruxandra F. Olimid, Samuel Ranellucci

IACR Cryptol. ePrint Arch., 2015

2014

Compact VSS and Efficient Homomorphic UC Commitments.

Ivan Damgård, Bernardo David, Irene Giacomelli, Jesper Buus Nielsen

IACR Cryptol. ePrint Arch., 2014

Additively Homomorphic UC commitments with Optimal Amortized Overhead.

Ignacio Cascudo, Ivan Damgård, Bernardo David, Irene Giacomelli, Jesper Buus Nielsen, Roberto Trifiletti

IACR Cryptol. ePrint Arch., 2014

2013

Improved Decoding Algorithms for Reed-Solomon Codes.

Irene Giacomelli

CoRR, 2013