Concept
Information sensible
Publications associées (50)
Planetary-Scale Byzantine Fault Tolerance
The scale and pervasiveness of the Internet make it a pillar of planetary communication, industry and economy, as well as a fundamental medium for public discourse and democratic engagement. In stark contrast with the Internet's decentralized infrastructur ...
EPFL2024EOS: Efficient Private Delegation of zkSNARK Provers
Alessandro Chiesa, Yinuo Zhang
Succinct zero knowledge proofs (i.e. zkSNARKs) are powerful cryptographic tools that enable a prover to convince a verifier that a given statement is true without revealing any additional information. Their attractive privacy properties have led to much ac ...
Berkeley2023Distribution Inference Risks: Identifying and Mitigating Sources of Leakage
Robert West, Maxime Jean Julien Peyrard, Valentin Hartmann, Léo Nicolas René Meynent
A large body of work shows that machine learning (ML) models can leak sensitive or confidential information about their training data. Recently, leakage due to distribution inference (or property inference) attacks is gaining attention. In this attack, the ...
IEEE COMPUTER SOC2023Selection of informative monitoring techniques for bridge-performance evaluations
Eugen Brühwiler, Numa Joy Bertola
Decisions regarding the management of civil infrastructure are becoming more crucial as a large share of bridges is presently approaching what is often considered to be the end of their theoretical service duration. Evaluating existing structures using a d ...
Trinity College2023Hierarchical Pricing Game for Balancing the Charging of Ride-Hailing Electric Fleets
Nikolaos Geroliminis, Nils Gustav Nilsson, Marko Maljkovic
Due to the ever-increasing popularity of ride-hailing services and the indisputable shift towards alternative fuel vehicles, the intersection of the ride-hailing market and smart electric mobility provides an opportunity to trade different services to achi ...
2023Framework to evaluate the value of monitoring-technique information for structural performance monitoring
Eugen Brühwiler, Numa Joy Bertola
The management of existing civil infrastructure is becoming more crucial as a large share of bridges is approaching their theoretical end of service duration. Structural performance monitoring aims to verify bridge safety at a given time, and it should be ...
2023Algorithms for Efficient and Robust Distributed Deep Learning
The success of deep learning may be attributed in large part to remarkable growth in the size and complexity of deep neural networks. However, present learning systems raise significant efficiency concerns and privacy: (1) currently, training systems are l ...
EPFL2022Analyzing and Protecting Communication Metadata
Most communication systems (e.g., e-mails, instant messengers, VPNs) use encryption to prevent third parties from learning sensitive information.However, encrypted communications protect the contents but often leak metadata: the amount of data sent and the ...
EPFL2021A methodology to design measurement systems when multiple model classes are plausible
Ian Smith, Numa Joy Bertola, Sai Ganesh Sarvotham Pai
The management of existing civil infrastructure is challenging due to evolving functional requirements, aging and climate change. Civil infrastructure often has hidden reserve capacity because of conservative approaches used in design and during constructi ...
2021Balancing hyperbole and impact in research communications related to lead-free piezoelectric materials (Retraction of Vol 54, Pg 11759, 2019)
This article has been retracted due to a breach in confidentiality. The confidential information has been redacted to protect the privacy of those involved. The authors have been invited to re-submit a modified version of their manuscript for publication. ...
SPRINGER2020