Zobrazeno 1 - 10
of 206
pro vyhledávání: '"P. Košut"'
Autor:
Bakshi, Mayank, Ghasvarianjahromi, Sara, Yakimenka, Yauhen, Beemer, Allison, Kosut, Oliver, Kliewer, Joerg
We introduce the paradigm of validated decentralized learning for undirected networks with heterogeneous data and possible adversarial infiltration. We require (a) convergence to a global empirical loss minimizer when adversaries are absent, and (b)
Externí odkaz:
http://arxiv.org/abs/2405.07316
Distributed energy resources (DERs) such as grid-responsive loads and batteries can be harnessed to provide ramping and regulation services across the grid. This paper concerns the problem of optimal allocation of different classes of DERs, where eac
Externí odkaz:
http://arxiv.org/abs/2405.02813
Intelligent machine learning approaches are finding active use for event detection and identification that allow real-time situational awareness. Yet, such machine learning algorithms have been shown to be susceptible to adversarial attacks on the in
Externí odkaz:
http://arxiv.org/abs/2402.12338
Motivated by the design of low-complexity low-power coding solutions for the Gaussian relay channel, this work presents an upper bound on the minimum energy-per-bit achievable on the Gaussian relay channel using rank-1 linear relaying. Our study addr
Externí odkaz:
http://arxiv.org/abs/2401.15495
Event identification is increasingly recognized as crucial for enhancing the reliability, security, and stability of the electric power system. With the growing deployment of Phasor Measurement Units (PMUs) and advancements in data science, there are
Externí odkaz:
http://arxiv.org/abs/2309.10095
Autor:
Bakshi, Mayank, Kosut, Oliver
We consider the problem of authenticated communication over a discrete arbitrarily varying channel where the legitimate parties are unaware of whether or not an adversary is present. When there is no adversary, the channel state always takes a defaul
Externí odkaz:
http://arxiv.org/abs/2305.07292
The multiple access channel (MAC) capacity with feedback is considered under feedback models designed to tease out which factors contribute to the MAC feedback capacity benefit. Comparing the capacity of a MAC with ``perfect'' feedback, which causall
Externí odkaz:
http://arxiv.org/abs/2305.06340
We introduce a family of information leakage measures called maximal $(\alpha,\beta)$-leakage (M$\alpha$beL), parameterized by real numbers $\alpha$ and $\beta$ greater than or equal to 1. The measure is formalized via an operational definition invol
Externí odkaz:
http://arxiv.org/abs/2304.07456
We develop a Hamiltonian switching ansatz for bipartite control that is inspired by the Quantum Approximate Optimization Algorithm (QAOA), to mitigate environmental noise on qubits. We illustrate the approach with application to the protection of qua
Externí odkaz:
http://arxiv.org/abs/2304.05478
We introduce a family of information leakage measures called maximal $\alpha,\beta$-leakage, parameterized by real numbers $\alpha$ and $\beta$. The measure is formalized via an operational definition involving an adversary guessing an unknown functi
Externí odkaz:
http://arxiv.org/abs/2211.15453