Distributed certification for classes of dense graphs
A proof-labeling scheme (PLS) for a boolean predicate $\Pi $ on labeled graphs is a
mechanism used for certifying the legality with respect to $\Pi $ of global network states in a …
mechanism used for certifying the legality with respect to $\Pi $ of global network states in a …
Distributed-prover interactive proofs
Interactive proof systems enable a verifier with limited resources to decide an intractable
language (or compute a hard function) by communicating with a powerful but untrusted …
language (or compute a hard function) by communicating with a powerful but untrusted …
A meta-theorem for distributed certification
Distributed certification, whether it be proof-labeling schemes, locally checkable proofs, etc.,
deals with the issue of certifying the legality of a distributed system with respect to a given …
deals with the issue of certifying the legality of a distributed system with respect to a given …
Local certification of some geometric intersection graph classes
In the context of distributed certification, the recognition of graph classes has started to be
intensively studied. For instance, different results related to the recognition of planar …
intensively studied. For instance, different results related to the recognition of planar …
Local certification of local properties: tight bounds, trade-offs and new parameters
Local certification is a distributed mechanism enabling the nodes of a network to check the
correctness of the current configuration, thanks to small pieces of information called …
correctness of the current configuration, thanks to small pieces of information called …
Local certification of majority dynamics
In majority voting dynamics, a group of n agents in a social network are asked for their
preferred candidate in a future election between two possible choices. At each time step, a …
preferred candidate in a future election between two possible choices. At each time step, a …
A meta-theorem for distributed certification
Distributed certification, whether it be proof-labeling schemes, locally checkable proofs, etc.,
deals with the issue of certifying the legality of a distributed system with respect to a given …
deals with the issue of certifying the legality of a distributed system with respect to a given …
EV-FL: Efficient Verifiable Federated Learning With Weighted Aggregation for Industrial IoT Networks
H Yu, R Xu, H Zhang, Z Yang… - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
The rapid development of Industrial IoT (IIoT) opens up promising possibilities for data
analysis and machine learning in IIoT networks. As a distributed paradigm, federated …
analysis and machine learning in IIoT networks. As a distributed paradigm, federated …
Locally Verifiable Distributed SNARGs
The field of distributed certification is concerned with certifying properties of distributed
networks, where the communication topology of the network is represented as an arbitrary …
networks, where the communication topology of the network is represented as an arbitrary …
Distributed Model Checking in Graphs Classes of Bounded Expansion
We show that for every first-order logic (FO) formula $\varphi $, and every graph class
$\mathcal {G} $ of bounded expansion, there exists a distributed (deterministic) algorithm …
$\mathcal {G} $ of bounded expansion, there exists a distributed (deterministic) algorithm …