Mohammad Naseri

16 papers A* 6Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Supercharging Federated Intelligence Retrieval.
CoRR
Dimitris Stripelis, Patrick Foley, Mohammad Naseri, William Lindskog-Münzing, Chong Shen Ng, Daniel J. Beutel, Nicholas D. Lane
2025 J jnl
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models.
CoRR
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, KangYoon Lee, Hong Jia, Ting Dang, Junyan Wang, Zheyuan Liu, Daniel J. Beutel, Lingjuan Lyu, Nicholas D. Lane
2025 J jnl
Functional Oblivious Transfer with Applications in Privacy-Preserving Machine Learning.
IACR Cryptol. ePrint Arch.
Aydin Abadi, Mohammad Naseri
2024 A* conf
BadVFL: Backdoor Attacks in Vertical Federated Learning.
SP
Mohammad Naseri, Yufei Han, Emiliano De Cristofaro
2024 A* conf
Privacy-Preserving Federated Learning using Flower Framework.
KDD
Mohammad Naseri, Javier Fernández-Marqués, Yan Gao, Heng Pan
2024 J jnl
Starlit: Privacy-Preserving Federated Learning to Enhance Financial Fraud Detection.
CoRR
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
2024 J jnl
Starlit: Privacy-Preserving Federated Learning to Enhance Financial Fraud Detection.
IACR Cryptol. ePrint Arch.
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
2023 J jnl
BadVFL: Backdoor Attacks in Vertical Federated Learning.
CoRR
Mohammad Naseri, Yufei Han, Emiliano De Cristofaro
2023 A* conf
Bayesian Estimation of Differential Privacy.
ICML
Santiago Zanella-Béguelin, Lukas Wutschitz, Shruti Tople, Ahmed Salem, Victor Rühle, Andrew Paverd, Mohammad Naseri, Boris Köpf, Daniel Jones
2022 J jnl
Bayesian Estimation of Differential Privacy.
CoRR
Santiago Zanella-Béguelin, Lukas Wutschitz, Shruti Tople, Ahmed Salem, Victor Rühle, Andrew Paverd, Mohammad Naseri, Boris Köpf, Daniel Jones
2022 A* conf
CERBERUS: Exploring Federated Prediction of Security Events.
CCS
Mohammad Naseri, Yufei Han, Enrico Mariconti, Yun Shen, Gianluca Stringhini, Emiliano De Cristofaro
2022 J jnl
Cerberus: Exploring Federated Prediction of Security Events.
CoRR
Mohammad Naseri, Yufei Han, Enrico Mariconti, Yun Shen, Gianluca Stringhini, Emiliano De Cristofaro
2022 A* conf
Local and Central Differential Privacy for Robustness and Privacy in Federated Learning.
NDSS
Mohammad Naseri, Jamie Hayes, Emiliano De Cristofaro
2020 J jnl
Toward Robustness and Privacy in Federated Learning: Experimenting with Local and Central Differential Privacy.
CoRR
Mohammad Naseri, Jamie Hayes, Emiliano De Cristofaro
2019 J jnl
AccessiLeaks: Investigating Privacy Leaks Exposed by the Android Accessibility Service.
Proc. Priv. Enhancing Technol.
Mohammad Naseri, Nataniel P. Borges Jr., Andreas Zeller, Romain Rouvoy
2019 A* conf
Analyzing and Predicting News Popularity in an Instant Messaging Service.
SIGIR
Mohammad Naseri, Hamed Zamani