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The problem of decentralized multi-robot patrol has previously been approached primarily with hand-designed strategies for minimization of 'idlenes' over the vertices of a graph-structured environment. Here we present two lightweight neural…

机器人学 · 计算机科学 2025-09-23 James C. Ward , Ryan McConville , Edmund R. Hunt

Network data needs to be shared for distributed security analysis. Anonymization of network data for sharing sets up a fundamental tradeoff between privacy protection versus security analysis capability. This privacy/analysis tradeoff has…

密码学与安全 · 计算机科学 2011-11-10 William Yurcik , Clay Woolam , Greg Hellings , Latifur Khan , Bhavani Thuraisingham

This paper has been withdrawn by the author due to a crucial sign error in Theorem 3.4.

交换代数 · 数学 2010-11-19 Majid Eghbali-Koozehkonan

Continual data collection and widespread deployment of machine learning algorithms, particularly the distributed variants, have raised new privacy challenges. In a distributed machine learning scenario, the dataset is stored among several…

分布式、并行与集群计算 · 计算机科学 2016-12-16 Shripad Gade , Nitin H. Vaidya

Privacy preserving in machine learning is a crucial issue in industry informatics since data used for training in industries usually contain sensitive information. Existing differentially private machine learning algorithms have not…

机器学习 · 计算机科学 2020-10-08 Tao Zhang , Tianqing Zhu , Ping Xiong , Huan Huo , Zahir Tari , Wanlei Zhou

This work investigates the impact of ensuring local differential privacy in the thresholding bandit problem. We consider both the fixed budget and fixed confidence settings. We propose methods that utilize private responses, obtained…

机器学习 · 计算机科学 2025-08-26 Annalisa Barbara , Joseph Lazzaro , Ciara Pike-Burke

Collection of user's location and trajectory information that contains rich personal privacy in mobile social networks has become easier for attackers. Network traffic control is an important network system which can solve some security and…

密码学与安全 · 计算机科学 2018-04-09 Qilong Han , Qianqian Chen , Kejia Zhang , Xiaojiang Du , Nadra Guizani

This submission has been withdrawn by arXiv administrators because it contains fictitious content and was submitted under a pseudonym, which is against arXiv policy.

其他计算机科学 · 计算机科学 2015-01-22 Tairen Sun

An efficient and versatile implementation of offline multiple hypothesis tracking with Algorithm X for optimal association search was developed using Python. The code is intended for scientific applications that do not require online…

计算机视觉与模式识别 · 计算机科学 2022-03-14 Peteris Zvejnieks , Mihails Birjukovs , Martins Klevs , Megumi Akashi , Sven Eckert , Andris Jakovics

This paper will be an exposition of the Kauffman bracket polynomial model of the Jones polynomial, tangle methods for computing the Jones polynomial, and the use of these methods to produce non-trivial links that cannot be detected by the…

几何拓扑 · 数学 2014-11-21 Daniel Amankwah

This paper has been withdrawn by the authors due to its publication

最优化与控制 · 数学 2007-09-18 Jiawang Nie , James W. Demmel , Bernd Sturmfels

This paper has been withdrawn by the author due to serious flaws in certain proofs. For instance, the method used to construct certain automorphic representations is flawed.

数论 · 数学 2007-08-29 Ping-Shun Chan

Recent studies have shown that distributed machine learning is vulnerable to gradient inversion attacks, where private training data can be reconstructed by analyzing the gradients of the models shared in training. Previous attacks…

机器学习 · 计算机科学 2024-10-07 Weijun Li , Qiongkai Xu , Mark Dras

LiDAR point clouds collected from a moving vehicle are functions of its trajectories, because the sensor motion needs to be compensated to avoid distortions. When autonomous vehicles are sending LiDAR point clouds to deep networks for…

计算机视觉与模式识别 · 计算机科学 2021-08-02 Yiming Li , Congcong Wen , Felix Juefei-Xu , Chen Feng

This chapter explores the role of patent protection in algorithmic surveillance and whether ordre public exceptions from patentability should apply to such patents, due to their potential to enable human rights violations. It concludes that…

计算机与社会 · 计算机科学 2024-04-09 Alina Wernick

This article was withdrawn because (1) it was uploaded without the co-authors' knowledge or consent, and (2) there are allegations of plagiarism.

机器学习 · 计算机科学 2017-08-04 Jun Qi

This paper was withdrawn on 20.11.97.

量子物理 · 物理学 2007-05-23 Adrian Kent

This paper has been withdrawn by the author due to a serious mistake on Lemma 2.4.

综合数学 · 数学 2010-05-04 Seong Ik Cho

Using a graph-theoretic approach, we derive a new sufficient condition for observability of a Boolean control network (BCN). Based on this condition, we describe two algorithms: the first selects a set of nodes so that observing this set…

最优化与控制 · 数学 2020-06-09 Eyal Weiss , Michael Margaliot

This paper has been withdrawn by the author due to its publication

最优化与控制 · 数学 2007-09-18 Jiawang Nie
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