Works (7)
Updated: March 13th, 2024 08:22
2023 journal article
On the Privacy Guarantees of Gossip Protocols in General Networks
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 10(6), 3114–3130.
author keywords: Protocols; Privacy; Differential privacy; Uncertainty; Monitoring; Wireless sensor networks; Social networking (online); Information processing; Prediction methods; Information spreading; gossip protocols; differential privacy; prediction uncertainty
TL;DR:
The privacy guarantees of gossip protocols in general networks in terms of differential privacy and prediction uncertainty are studied, and it is found that source anonymity is closely related to some key network structure parameters in the general network setting.
(via Semantic Scholar)
arxiv.org (repository)
Source: Web Of Science
Added: November 27, 2023
2020 article
Differential Privacy and Prediction Uncertainty of Gossip Protocols in General Networks
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).
TL;DR:
Lower bounds of the differential privacy guarantees are derived for the gossip protocols in general networks in both synchronous and asynchronous settings and it is found that source anonymity is closely related to some key network structure parameters in the general network setting.
(via Semantic Scholar)
Source: Web Of Science
Added: October 26, 2021
2019 journal article
Multiplex Conductance and Gossip Based Information Spreading in Multiplex Networks
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 6(3), 391–401.
author keywords: Multiplexing; Nonhomogeneous media; Measurement; Social network services; Heuristic algorithms; Mathematical model; Dynamic scheduling; Information spreading; multiplex networks; gossip algorithm; multiplex conductance
TL;DR:
The information spreading time in multiplex networks is studied, adopting the gossip (random-walk) based information spreading model and a new metric called multiplex conductance is defined based on the multiplex network structure and used to quantify the information spreadingTime in a general severalx network in the idealized setting.
(via Semantic Scholar)
Source: Web Of Science
Added: November 11, 2019
2019 journal article
Principles of Effective and Robust Innate Immune Response to Viral Infections: A Multiplex Network Analysis
FRONTIERS IN IMMUNOLOGY, 10.
author keywords: immune response; interferon; viral infection; mathematical modeling; multiplex network
MeSH headings : Humans; Immunity, Innate; Interferon Type I / immunology; Models, Immunological; Signal Transduction / immunology; Virus Diseases / immunology; Viruses / immunology
TL;DR:
It is shown that in general, the IFN response works effectively to stop viral infection when virus infection spreads spatially (a most likely scenario for initial virus infection of a host at the peripheral tissue).
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 12, 2019
2018 conference paper
Network analysis of virus-innate immune interaction within a host
2018 52nd Annual Conference on Information Sciences and Systems (CISS).
TL;DR:
It is found that interferon response can effectively stop the spread of the virus or reduce the final size of viral infection when the two networks largely overlap each other.
(via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018
2017 conference paper
Multiplex conductance and gossip based information spreading in multiplex networks
2017 ieee international symposium on information theory (isit), 406–410.
TL;DR:
A new metric called multiplex conductance is defined based on themultiplex network structure and used to quantify the information spreading time in a general multiplex network in the idealized setting.
(via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018
2016 journal article
Mobile Conductance in Sparse Networks and Mobility-Connectivity Tradeoff
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 15(4), 2954–2965.
author keywords: Mobile Conductance; Gossip; Information Spreading; Sparse Networks; Mobility Models
TL;DR:
The recently proposed mobile-conductance based analytical framework is extended to the sparse settings, thus offering a unified tool for analyzing information spreading in mobile networks.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
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