Publications associées à Tor (réseau)

The Privacy Power of Correlated Noise in Decentralized Learning

Rachid Guerraoui, Martin Jaggi, Anastasiia Koloskova, Youssef Allouah, Aymane El Firdoussi

Decentralized learning is appealing as it enables the scalable usage of large amounts of distributed data and resources (without resorting to any central entity), while promoting privacy since every user minimizes the direct exposure of their data. Yet, wi ...

PMLR2024

Epidemic Learning: Boosting Decentralized Learning with Randomized Communication

Rachid Guerraoui, Anne-Marie Kermarrec, Sadegh Farhadkhani, Rafael Pereira Pires, Rishi Sharma, Marinus Abraham de Vos

We present Epidemic Learning ( EL ), a simple yet powerful decentralized learning (DL) algorithm that leverages changing communication topologies to achieve faster model convergence compared to conventional DL approaches. At each round of EL, each node sen ...

2023

Estimating the Topology of Preferential Attachment Graphs Under Partial Observability

Ali H. Sayed, Michele Cirillo

This work addresses the problem of learning the topology of a network from the signals emitted by the network nodes. These signals are generated over time through a linear diffusion process, where neighboring nodes exchange messages according to the underl ...

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2023

Authenticated private information retrieval

Bryan Alexander Ford, Simone Maria Stefano Colombo, Henry Nathaniel Corrigan-Gibbs, Kirill Nikitin

This paper introduces protocols for authenticated private information retrieval. These schemes enable a client to fetch a record from a remote database server such that (a) the server does not learn which record the client reads, and (b) the client either ...

Berkeley2023

Two-layer adaptive signal control framework for large-scale networks combining efficient Max-Pressure and Perimeter Control

Nikolaos Geroliminis, Dimitrios Tsitsokas, Anastasios Kouvelas

This work investigates the benefits of a two-layer adaptive signal control framework combining multi-region perimeter control (PC) with distributed Max Pressure (MP) control in selected network intersections. Motivated by MP’s questionable performance in o ...

2022

Moby: A Blackout-Resistant Anonymity Network for Mobile Devices

Bryan Alexander Ford, Antoine Rault, Amogh Pradeep, Hira Javaid

Internet blackouts are challenging environments for anonymity and censorship resistance. Existing popular anonymity networks (e.g., Freenet, I2P, Tor) rely on Internet connectivity to function, making them impracticable during such blackouts. In such a set ...

2022

Differentiated consistency for worldwide gossips

Davide Frey, Pierre-Louis Blaise Roman

Eventual consistency is a consistency model that favors liveness over safety. It is often used in large-scale distributed systems where models ensuring a stronger safety incur performance that are too low to be deemed practical. Eventual consistency tends ...

2022

Critical node selection method for efficient Max-Pressure traffic signal control in large-scale congested networks

Nikolaos Geroliminis, Dimitrios Tsitsokas, Anastasios Kouvelas

Decentralized signal control of congested traffic networks based on the Max-Pressure (MP) controller is theoretically proven to maximize throughput, stabilize the system and balance queues for single intersections under specific conditions. However, its pe ...

2022

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Tor (réseau)

The Privacy Power of Correlated Noise in Decentralized Learning

Epidemic Learning: Boosting Decentralized Learning with Randomized Communication

Estimating the Topology of Preferential Attachment Graphs Under Partial Observability

Authenticated private information retrieval

Toward Internet Performance Transparency

Two-layer adaptive signal control framework for large-scale networks combining efficient Max-Pressure and Perimeter Control

Moby: A Blackout-Resistant Anonymity Network for Mobile Devices

Protecting privacy through metadata analysis

Differentiated consistency for worldwide gossips

Critical node selection method for efficient Max-Pressure traffic signal control in large-scale congested networks

Graph Chatbot

Chattez avec Graph Search

The Privacy Power of Correlated Noise in Decentralized Learning

Epidemic Learning: Boosting Decentralized Learning with Randomized Communication

Moby: A Blackout-Resistant Anonymity Network for Mobile Devices

Toward Internet Performance Transparency

Estimating the Topology of Preferential Attachment Graphs Under Partial Observability

Authenticated private information retrieval

Two-layer adaptive signal control framework for large-scale networks combining efficient Max-Pressure and Perimeter Control

Protecting privacy through metadata analysis

Differentiated consistency for worldwide gossips

Critical node selection method for efficient Max-Pressure traffic signal control in large-scale congested networks