Luca Melis - RankMe

38 papers A* 8A 1Journal 26Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Auditing $f$-differential privacy in one run. ICML Saeed Mahloujifar, Luca Melis, Kamalika Chaudhuri
2025	J	`jnl`	Observational Auditing of Label Privacy. CoRR Iden Kalemaj, Luca Melis, Maxime Boucher, Ilya Mironov, Saeed Mahloujifar
2025	J	`jnl`	PrivacyGuard: A Modular Framework for Privacy Auditing in Machine Learning. CoRR Luca Melis, Matthew Grange, Iden Kalemaj, Karan Chadha, Shengyuan Hu, Elena Kashtelyan, Will Bullock
2024	J	`jnl`	Auditing CoRR Saeed Mahloujifar, Luca Melis, Kamalika Chaudhuri
2024	J	`jnl`	Noisy Neighbors: Efficient membership inference attacks against LLMs. CoRR Filippo Galli, Luca Melis, Tommaso Cucinotta
2024	A*	`conf`	ReMasker: Imputing Tabular Data with Masked Autoencoding. ICLR Tianyu Du, Luca Melis, Ting Wang
2023	J	`jnl`	EXACT: Extensive Attack for Split Learning. CoRR Xinchi Qiu, Ilias Leontiadis, Luca Melis, Alexandre Sablayrolles, Pierre Stock
2023	J	`jnl`	Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems. IEEE Data Eng. Bull. Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu
2023	A*	`conf`	Federated Linear Contextual Bandits with User-level Differential Privacy. ICML Ruiquan Huang, Huanyu Zhang, Luca Melis, Milan Shen, Meisam Hejazinia, Jing Yang
2023	J	`jnl`	Federated Linear Contextual Bandits with User-level Differential Privacy. CoRR Ruiquan Huang, Huanyu Zhang, Luca Melis, Milan Shen, Meisam Hejazinia, Jing Yang
2023	J	`jnl`	ReMasker: Imputing Tabular Data with Masked Autoencoding. CoRR Tianyu Du, Luca Melis, Ting Wang
2022	J	`jnl`	FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning. CoRR Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu
2022	A	`conf`	Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity. RecSys Kiwan Maeng, Haiyu Lu, Luca Melis, John Nguyen, Mike Rabbat, Carole-Jean Wu
2022	J	`jnl`	Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity. CoRR Kiwan Maeng, Haiyu Lu, Luca Melis, John Nguyen, Mike Rabbat, Carole-Jean Wu
2021	A*	`conf`	Adversarial Robustness with Non-uniform Perturbations. NeurIPS Ecenaz Erdemir, Jeffrey Bickford, Luca Melis, Sergül Aydöre
2021	J	`jnl`	Adversarial Robustness with Non-uniform Perturbations. CoRR Ecenaz Erdemir, Jeffrey Bickford, Luca Melis, Sergül Aydöre
2021	A*	`conf`	Differentially Private Query Release Through Adaptive Projection. ICML Sergül Aydöre, William Brown, Michael Kearns, Krishnaram Kenthapadi, Luca Melis, Aaron Roth, Amaresh Ankit Siva
2021	J	`jnl`	Differentially Private Query Release Through Adaptive Projection. CoRR Sergül Aydöre, William Brown, Michael Kearns, Krishnaram Kenthapadi, Luca Melis, Aaron Roth, Amaresh Ankit Siva
2019	J	`jnl`	Differentially Private Mixture of Generative Neural Networks. IEEE Trans. Knowl. Data Eng. Gergely Ács, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro
2019	A*	`conf`	Exploiting Unintended Feature Leakage in Collaborative Learning. IEEE Symposium on Security and Privacy Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov
2019	J	`jnl`	Fast privacy-preserving network function outsourcing. Comput. Networks Hassan Jameel Asghar, Emiliano De Cristofaro, Guillaume Jourjon, Mohamed Ali Kâafar, Laurent Mathy, Luca Melis, Craig Russell, Mang Yu
2019	J	`jnl`	LOGAN: Membership Inference Attacks Against Generative Models. Proc. Priv. Enhancing Technol. Jamie Hayes, Luca Melis, George Danezis, Emiliano De Cristofaro
2018	—	`—`	Building and evaluating privacy-preserving data processing systems. Luca Melis
2018	J	`jnl`	Inference Attacks Against Collaborative Learning. CoRR Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov
2018	J	`jnl`	On Collaborative Predictive Blacklisting. CoRR Luca Melis, Apostolos Pyrgelis, Emiliano De Cristofaro
2018	J	`jnl`	On collaborative predictive blacklisting. Comput. Commun. Rev. Luca Melis, Apostolos Pyrgelis, Emiliano De Cristofaro
2017	A*	`conf`	Differentially Private Mixture of Generative Neural Networks. ICDM Gergely Ács, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro
2017	J	`jnl`	Differentially Private Mixture of Generative Neural Networks. CoRR Gergely Ács, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro
2017	J	`jnl`	LOGAN: Evaluating Privacy Leakage of Generative Models Using Generative Adversarial Networks. CoRR Jamie Hayes, Luca Melis, George Danezis, Emiliano De Cristofaro
2016	A*	`conf`	Efficient Private Statistics with Succinct Sketches. NDSS Luca Melis, George Danezis, Emiliano De Cristofaro
2016	—	`conf`	Private Processing of Outsourced Network Functions: Feasibility and Constructions. SDN-NFV@CODASPY Luca Melis, Hassan Jameel Asghar, Emiliano De Cristofaro, Mohamed Ali Kâafar
2016	J	`jnl`	Private Processing of Outsourced Network Functions: Feasibility and Constructions. CoRR Luca Melis, Hassan Jameel Asghar, Emiliano De Cristofaro, Mohamed Ali Kâafar
2016	—	`conf`	SplitBox: Toward Efficient Private Network Function Virtualization. HotMiddlebox@SIGCOMM Hassan Jameel Asghar, Luca Melis, Cyril Soldani, Emiliano De Cristofaro, Mohamed Ali Kâafar, Laurent Mathy
2016	J	`jnl`	SplitBox: Toward Efficient Private Network Function Virtualization. CoRR Hassan Jameel Asghar, Luca Melis, Cyril Soldani, Emiliano De Cristofaro, Mohamed Ali Kâafar, Laurent Mathy
2015	J	`jnl`	Efficient Private Statistics with Succinct Sketches. CoRR Luca Melis, George Danezis, Emiliano De Cristofaro
2015	J	`jnl`	Private Processing of Outsourced Network Functions: Feasibility and Constructions. IACR Cryptol. ePrint Arch. Luca Melis, Hassan Jameel Asghar, Emiliano De Cristofaro, Mohamed Ali Kâafar
1997	J	`jnl`	Treating Body-Image Disturbances. Commun. ACM Giuseppe Riva, Luca Melis, Mirco Bolzoni
1996	J	`jnl`	Virtual Reality for Assessing Body Image: The Body Image Virtual Reality Scale (Bivrs). Int. J. Virtual Real. Giuseppe Riva, Luca Melis, Mirco Bolzoni