Mohammad Naseri

According to our database, Mohammad Naseri authored at least 11 papers between 2019 and 2025.

Collaborative distances:

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

2025

FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models.

Yan Gao, Massimo Roberto Scamarcia, Javier Fernández-Marqués, Mohammad Naseri, Chong Shen Ng, Dimitris Stripelis, Zexi Li, Tao Shen, Jiamu Bai, Daoyuan Chen, Zikai Zhang, Rui Hu, Inseo Song, Lee KangYoon, Hong Jia, Ting Dang, Junyan Wang, Zheyuan Liu, Daniel J. Beutel, Lingjuan Lyu, Nicholas D. Lane

CoRR, June, 2025

Functional Oblivious Transfer with Applications in Privacy-Preserving Machine Learning.

Aydin Abadi, Mohammad Naseri

IACR Cryptol. ePrint Arch., 2025

2024

Starlit: Privacy-Preserving Federated Learning to Enhance Financial Fraud Detection.

Aydin Abadi, Bradley Doyle, Francesco Gini, Kieron Guinamard, Sasi Kumar Murakonda, Jack Liddell, Paul Mellor, Steven J. Murdoch, Mohammad Naseri, Hector Page, George Theodorakopoulos, Suzanne Weller

IACR Cryptol. ePrint Arch., 2024

BadVFL: Backdoor Attacks in Vertical Federated Learning.

Mohammad Naseri, Yufei Han, Emiliano De Cristofaro

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Privacy-Preserving Federated Learning using Flower Framework.

Mohammad Naseri, Javier Fernández-Marqués, Yan Gao, Heng Pan

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Bayesian Estimation of Differential Privacy.

Santiago Zanella-Béguelin, Lukas Wutschitz, Shruti Tople, Ahmed Salem, Victor Rühle, Andrew Paverd, Mohammad Naseri, Boris Köpf, Daniel Jones

Proceedings of the International Conference on Machine Learning, 2023

2022

Local and Central Differential Privacy for Robustness and Privacy in Federated Learning.

Mohammad Naseri, Jamie Hayes, Emiliano De Cristofaro

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

CERBERUS: Exploring Federated Prediction of Security Events.

Mohammad Naseri, Yufei Han, Enrico Mariconti, Yun Shen, Gianluca Stringhini, Emiliano De Cristofaro

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2020

Toward Robustness and Privacy in Federated Learning: Experimenting with Local and Central Differential Privacy.

Mohammad Naseri, Jamie Hayes, Emiliano De Cristofaro

CoRR, 2020

2019

AccessiLeaks: Investigating Privacy Leaks Exposed by the Android Accessibility Service.

Mohammad Naseri, Nataniel P. Borges Jr., Andreas Zeller, Romain Rouvoy

Proc. Priv. Enhancing Technol., 2019

Analyzing and Predicting News Popularity in an Instant Messaging Service.

Mohammad Naseri, Hamed Zamani

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019