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ORCIDLuca Melis
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2020 – today
- 2024
[c10]Tianyu Du, Luca Melis, Ting Wang:
ReMasker: Imputing Tabular Data with Masked Autoencoding. ICLR 2024- [i17]Filippo Galli, Luca Melis, Tommaso Cucinotta:
Noisy Neighbors: Efficient membership inference attacks against LLMs. CoRR abs/2406.16565 (2024) - [i16]Saeed Mahloujifar, Luca Melis, Kamalika Chaudhuri:
Auditing f-Differential Privacy in One Run. CoRR abs/2410.22235 (2024) - 2023
- [j7]Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu:
Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems. IEEE Data Eng. Bull. 46(1): 145-157 (2023) - [c9]Ruiquan Huang, Huanyu Zhang, Luca Melis, Milan Shen, Meisam Hejazinia, Jing Yang:
Federated Linear Contextual Bandits with User-level Differential Privacy. ICML 2023: 14060-14095 - [i15]Xinchi Qiu, Ilias Leontiadis, Luca Melis, Alexandre Sablayrolles, Pierre Stock:
EXACT: Extensive Attack for Split Learning. CoRR abs/2305.12997 (2023) - [i14]Ruiquan Huang, Huanyu Zhang, Luca Melis, Milan Shen, Meisam Hejazinia, Jing Yang:
Federated Linear Contextual Bandits with User-level Differential Privacy. CoRR abs/2306.05275 (2023) - [i13]Tianyu Du, Luca Melis, Ting Wang:
ReMasker: Imputing Tabular Data with Masked Autoencoding. CoRR abs/2309.13793 (2023) - 2022
- [c8]Kiwan Maeng, Haiyu Lu, Luca Melis, John Nguyen, Mike Rabbat, Carole-Jean Wu:
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity. RecSys 2022: 156-167 - [i12]Kiwan Maeng, Haiyu Lu
, Luca Melis, John Nguyen, Mike Rabbat, Carole-Jean Wu:
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity. CoRR abs/2206.02633 (2022) - [i11]Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu:
FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning. CoRR abs/2206.03852 (2022) - 2021
- [c7]Sergül Aydöre, William Brown, Michael Kearns, Krishnaram Kenthapadi, Luca Melis, Aaron Roth, Amaresh Ankit Siva:
Differentially Private Query Release Through Adaptive Projection. ICML 2021: 457-467 - [c6]Ecenaz Erdemir, Jeffrey Bickford, Luca Melis, Sergül Aydöre:
Adversarial Robustness with Non-uniform Perturbations. NeurIPS 2021: 19147-19159 - [i10]Ecenaz Erdemir, Jeffrey Bickford, Luca Melis, Sergül Aydöre:
Adversarial Robustness with Non-uniform Perturbations. CoRR abs/2102.12002 (2021) - [i9]Sergül Aydöre, William Brown, Michael Kearns, Krishnaram Kenthapadi, Luca Melis, Aaron Roth, Amaresh Ankit Siva:
Differentially Private Query Release Through Adaptive Projection. CoRR abs/2103.06641 (2021)
2010 – 2019
- 2019
- [j6]Hassan Jameel Asghar, Emiliano De Cristofaro, Guillaume Jourjon, Mohamed Ali Kâafar, Laurent Mathy, Luca Melis, Craig Russell, Mang Yu:
Fast privacy-preserving network function outsourcing. Comput. Networks 163 (2019) - [j5]Jamie Hayes, Luca Melis, George Danezis, Emiliano De Cristofaro:
LOGAN: Membership Inference Attacks Against Generative Models. Proc. Priv. Enhancing Technol. 2019(1): 133-152 (2019) - [j4]Gergely Ács, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro:
Differentially Private Mixture of Generative Neural Networks. IEEE Trans. Knowl. Data Eng. 31(6): 1109-1121 (2019) - [c5]Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov:
Exploiting Unintended Feature Leakage in Collaborative Learning. IEEE Symposium on Security and Privacy 2019: 691-706 - 2018
- [b1]Luca Melis:
Building and evaluating privacy-preserving data processing systems. University College London, UK, 2018 - [j3]Luca Melis, Apostolos Pyrgelis, Emiliano De Cristofaro:
On collaborative predictive blacklisting. Comput. Commun. Rev. 48(5): 9-20 (2018) - [i8]Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov:
Inference Attacks Against Collaborative Learning. CoRR abs/1805.04049 (2018) - [i7]Luca Melis, Apostolos Pyrgelis, Emiliano De Cristofaro:
On Collaborative Predictive Blacklisting. CoRR abs/1810.02649 (2018) - 2017
- [c4]Gergely Ács, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro:
Differentially Private Mixture of Generative Neural Networks. ICDM 2017: 715-720 - [i6]Jamie Hayes, Luca Melis, George Danezis, Emiliano De Cristofaro:
LOGAN: Evaluating Privacy Leakage of Generative Models Using Generative Adversarial Networks. CoRR abs/1705.07663 (2017) - [i5]Gergely Ács, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro:
Differentially Private Mixture of Generative Neural Networks. CoRR abs/1709.04514 (2017) - 2016
- [c3]Luca Melis, Hassan Jameel Asghar, Emiliano De Cristofaro, Mohamed Ali Kâafar:
Private Processing of Outsourced Network Functions: Feasibility and Constructions. SDN-NFV@CODASPY 2016: 39-44 - [c2]Luca Melis, George Danezis, Emiliano De Cristofaro:
Efficient Private Statistics with Succinct Sketches. NDSS 2016 - [c1]Hassan Jameel Asghar, Luca Melis, Cyril Soldani, Emiliano De Cristofaro, Mohamed Ali Kâafar, Laurent Mathy:
SplitBox: Toward Efficient Private Network Function Virtualization. HotMiddlebox@SIGCOMM 2016: 7-13 - [i4]Luca Melis, Hassan Jameel Asghar, Emiliano De Cristofaro, Mohamed Ali Kâafar:
Private Processing of Outsourced Network Functions: Feasibility and Constructions. CoRR abs/1601.06454 (2016) - [i3]Hassan Jameel Asghar, Luca Melis, Cyril Soldani, Emiliano De Cristofaro, Mohamed Ali Kâafar, Laurent Mathy:
SplitBox: Toward Efficient Private Network Function Virtualization. CoRR abs/1605.03772 (2016) - 2015
- [i2]Luca Melis, George Danezis, Emiliano De Cristofaro:
Efficient Private Statistics with Succinct Sketches. CoRR abs/1508.06110 (2015) - [i1]Luca Melis, Hassan Jameel Asghar, Emiliano De Cristofaro, Mohamed Ali Kâafar:
Private Processing of Outsourced Network Functions: Feasibility and Constructions. IACR Cryptol. ePrint Arch. 2015: 949 (2015)
1990 – 1999
- 1997
- [j2]Giuseppe Riva, Luca Melis, Mirco Bolzoni:
Treating Body-Image Disturbances. Commun. ACM 40(8): 69-71 (1997) - 1996
- [j1]Giuseppe Riva, Luca Melis, Mirco Bolzoni:
Virtual Reality for Assessing Body Image: The Body Image Virtual Reality Scale (Bivrs). Int. J. Virtual Real. 2(4): 1-11 (1996)
Coauthor Index
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