Concepedia

Dario Pasquini

DP

6

Publications

216

Citations

6

H-Index

2019

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Sapienza University of Rome

George Mason University

Institute for High Performance Computing and Networking

Dario Pasquini is an author at École Polytechnique Fédérale de Lausanne specializing in data security, engineering, and cryptography.

Top concepts

EngineeringCryptographyData ScienceData SecurityComputer ScienceMachine LearningInformation SecurityAdversarial Machine LearningData PrivacyDeep Learning

Publications per year

2019–2024

6

Publications

6

Eluding Secure Aggregation in Federated Learning via Model Inconsistency

Dario Pasquini, Danilo Francati, Giuseppe Ateniese · Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security · 2022 · 90 citations · Full text

Improving password guessing via representation learning

Dario Pasquini, Ankit Gangwal, Giuseppe Ateniese et al. · Research Padua Archive (University of Padua) · 2021 · 68 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +15

On the (In)security of Peer-to-Peer Decentralized Machine Learning

Dario Pasquini, Mathilde Raynal, Carmela Troncoso · 2023 · 20 citations

Unleashing the Tiger: Inference Attacks on Split Learning

Dario Pasquini, Giuseppe Ateniese, Massimo Bernaschi · 2021 · 14 citations · Full text

Engineering, Machine Learning, Information Security +18

Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks

Dario Pasquini, Martin Strohmeier, Carmela Troncoso · 2024 · 13 citations

Rows per page

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