On ordered transmission based distributed Gaussian shift-in-mean detection under Byzantine attacks

C Quan, S Bulusu, B Geng, YS Han… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The ordered transmission based (OT-based) schemes reduce the number of transmissions
needed in a distributed detection network without any loss in the probability of error …

Energy-Efficient Distributed Detection through Feedback-Assisted Ordered Transmissions in the Presence of Fading and Quantization

S Adhikary, NB Mehta - IEEE Transactions on Communications, 2024 - ieeexplore.ieee.org
We propose a novel energy-efficient feedback-enhanced successively reordered
transmissions scheme (FE-SRTS) that combines distributed multiple access-based ordered …

Loss Attitude Aware Energy Management for Signal Detection

B Geng, C Quan, T Zhang, M Fardad… - 2022 56th Asilomar …, 2022 - ieeexplore.ieee.org
This work considers a Bayesian signal processing problem where increasing the power of
the probing signal may cause risks or undesired consequences. We employ a market based …

Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching

M Fan, B Geng, K Li, X Wang, PK Varshney - arXiv preprint arXiv …, 2024 - arxiv.org
This paper introduces a representative-based approach for distributed learning that
transforms multiple raw data points into a virtual representation. Unlike traditional distributed …

Secure spectrum sensing in CRNs: A study on SSDF attacks and countermeasure using USRP

AA Reddy, VSA Gandlapalli, KV Sai… - 2024 15th …, 2024 - ieeexplore.ieee.org
In Cognitive Radio Networks (CRNs), the Medium Access Control (MAC) protocol is
essential for managing dynamic spectrum access among secondary users (SUs) without …

Human-machine Hierarchical Networks for Decision Making under Byzantine Attacks

C Quan, B Geng, YS Han… - 2023 57th Annual …, 2023 - ieeexplore.ieee.org
This paper proposes a belief-updating scheme in a human-machine collaborative decision-
making network to com-bat Byzantine attacks. A hierarchical framework is used to realize the …