Zhouyu Li
College of Engineering
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Works (6)
Updated: April 5th, 2024 16:33
2023 article
Fence: Fee-Based Online Balance-Aware Routing in Payment Channel Networks
Wang, X., Yu, R., Yang, D., Xue, G., Gu, H., Li, Z., & Zhou, F. (2023, October 16). IEEE-ACM TRANSACTIONS ON NETWORKING, Vol. 10.
author keywords: Routing; Throughput; Blockchains; Bitcoin; Security; Scalability; Privacy; Blockchain; payment channel network; routing; online algorithm; competitive analysis
Sources: Web Of Science, NC State University Libraries
Added: November 13, 2023
2023 article
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning
PROCEEDINGS 8TH ACM/IEEE CONFERENCE ON INTERNET OF THINGS DESIGN AND IMPLEMENTATION, IOTDI 2023, pp. 288–300.
author keywords: Multi-task learning; neural networks; collaborative intelligence; differential privacy; task privacy
TL;DR:
A novel deep learning-based privacy-cognizant feature generation process called “MetaMorphosis” is proposed that outperforms recent adversarial learning and universal feature generation methods by guaranteeing privacy requirements in an efficient way for image and video analytics.
(via Semantic Scholar)
arxiv.org (repository)
Source: Web Of Science
Added: January 16, 2024
2023 article
VoicePM: A Robust Privacy Measurement on Voice Anonymity
PROCEEDINGS OF THE 16TH ACM CONFERENCE ON SECURITY AND PRIVACY IN WIRELESS AND MOBILE NETWORKS, WISEC 2023, pp. 215–226.
author keywords: Voice assistant; Voice anonymity; Privacy control
TL;DR:
This study develops a tradeoff metric to capture voice biometrics as well as different voice attributes and proposes VoicePM, a robust Voice Privacy Measurement framework, to study the feasibility of applying different state-of-the-art voice anonymization solutions to achieve the optimum tradeoff between privacy and utility.
(via Semantic Scholar)
Source: Web Of Science
Added: August 21, 2023
2023 article
When and Why Do People Want Ad Targeting Explanations? Evidence from a Four-Week, Mixed-Methods Field Study
2023 IEEE SYMPOSIUM ON SECURITY AND PRIVACY, SP, pp. 2903–2920.
Source: Web Of Science
Added: September 5, 2023
2022 article
FedAegis: Edge-Based Byzantine-Robust Federated Learning for Heterogeneous Data
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), pp. 3005–3010.
author keywords: Federated learning; edge computing; data heterogeneity; Byzantine robustness; distributionally robust optimization
TL;DR:
Experiments show that the proposed FedAegis algorithm can achieve convergence and high accuracy under heterogeneous data and various attack scenarios, while state-of-the-art defenses and robustness mechanisms are non-converging or have reduced average and/or worst-case accuracy.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 4, 2022
2022 article
Why Riding the Lightning? Equilibrium Analysis for Payment Hub Pricing
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), pp. 5409–5414.
Event: IEEE
author keywords: Payment channel network; game theory; price-setting competition; Bertrand competition
TL;DR:
This paper applies equilibrium analysis to the price-setting game between two payment hubs in the PCN with limited channel capacities and partial overlap demand and analyzes existence of pure Nash Equilibriums (NEs) and bounds on the equilibrium revenue under various cases, and proposes an algorithm to find all pure NEs.
(via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 4, 2022
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