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With the wealth of information produced by social networks, smartphones, medical or financial applications, speculations have been raised about the sensitivity of such data in terms of users' personal privacy and data security. To address…

机器学习 · 计算机科学 2019-08-21 Vito Walter Anelli , Yashar Deldjoo , Tommaso Di Noia , Antonio Ferrara

The new social media sites -- blogs, wikis, Flickr and Digg, among others -- underscore the transformation of the Web to a participatory medium in which users are actively creating, evaluating and distributing information. Digg is a social…

人机交互 · 计算机科学 2007-05-23 Kristina Lerman

Online social networks, such as Facebook and twitter, are a growing phenomenon in today's world, with various platforms providing capabilities for individuals to collaborate through messaging and chatting as well as sharing of content such…

社会与信息网络 · 计算机科学 2020-01-14 Newton Masinde , Kalman Graffi

In today's world, social networking is an important (power full) medium of mass communication. People of almost all classes have been interacting with each other and sharing their views, moments, and ideas by using enormous user-friendly…

软件工程 · 计算机科学 2020-06-25 Anjela Diana Corraya , Mousumi Akter Sumi , Sadia Islam Shachi , Ziaur Rahman

Web tracking is an omnipresent phenomenon in today's web, affecting users in their day-to-day lives. Filter lists and blockers were invented to detect trackers and to protect users. Due to limitations of said tools, researchers developed…

密码学与安全 · 计算机科学 2026-05-06 Wolf Rieder , Philip Raschke , Thomas Cory , Christian René Sechting , Aditya Kumar , Axel Küpper

Peer-to-peer swarming is one of the \emph{de facto} solutions for distributed content dissemination in today's Internet. By leveraging resources provided by clients, swarming systems reduce the load on and costs to publishers. However,…

网络与互联网体系结构 · 计算机科学 2019-03-07 Daniel S. Menasche , Antonio A. A. Rocha , Edmundo A. de Souza e Silva , Rosa M. Leao , Don Towsley , Arun Venkataramani

Nowadays, artificial intelligence algorithms are used for targeted and personalized content distribution in the large scale as part of the intense competition for attention in the digital media environment. Unfortunately, targeted…

社会与信息网络 · 计算机科学 2018-12-05 Sina Mohseni , Eric Ragan

RSS is a XML based format. The Current popular version of RSS is RSS version 2.0. The purpose of adding an RSS feed to your site is to show if anything new is added to the site. For example, if a new article or blog or news item is added to…

其他计算机科学 · 计算机科学 2013-07-03 Umakant Mishra

Fog computing extends the cloud computing paradigm by allocating substantial portions of computations and services towards the edge of a network, and is, therefore, particularly suitable for large-scale, geo-distributed, and data-intensive…

信号处理 · 电气工程与系统科学 2019-12-03 Guangxia Li , Peilin Zhao , Xiao Lu , Jia Liu , Yulong Shen

Software-defined networking (SDN) is revolutionizing the networking industry, but current SDN programming platforms do not provide automated mechanisms for updating global configurations on the fly. Implementing updates by hand is…

编程语言 · 计算机科学 2015-04-20 Jedidiah McClurg , Hossein Hojjat , Pavol Cerny , Nate Foster

Federated learning is the centralized training of statistical models from decentralized data on mobile devices while preserving the privacy of each device. We present a robust aggregation approach to make federated learning robust to…

机器学习 · 统计学 2023-08-04 Krishna Pillutla , Sham M. Kakade , Zaid Harchaoui

Online educational systems running on smart devices have the advantage of allowing users to learn online regardless of the location of the users. In particular, data synchronization enables users to cooperate on contents in real time…

分布式、并行与集群计算 · 计算机科学 2021-01-25 Geunsik Lim , Donghwa Lee , Sang-Bum Suh

Coded caching is a recently proposed technique for dealing with large scale content distribution over the Internet. As in conventional caching, it leverages the presence of local caches at the end users. However, it considers coding in the…

信息论 · 计算机科学 2016-05-06 Li Tang , Aditya Ramamoorthy

This paper puts forth a multi-stream networking paradigm, referred to as soft-source-information-combining (SSIC), to support wireless Internet of Things (IoT) applications with ultra-reliability requirements. For SSIC networking, an SSIC…

网络与互联网体系结构 · 计算机科学 2022-04-12 Lihao Zhang , Soung Chang Liew

Federated Learning (FL) is a newly emerged decentralized machine learning (ML) framework that combines on-device local training with server-based model synchronization to train a centralized ML model over distributed nodes. In this paper,…

机器学习 · 计算机科学 2021-07-27 Chung-Hsuan Hu , Zheng Chen , Erik G. Larsson

The Synchronic Web is a distributed network for securing data provenance on the World Wide Web. By enabling clients around the world to freely commit digital information into a single shared view of history, it provides a foundational basis…

密码学与安全 · 计算机科学 2024-06-11 Thien-Nam Dinh , Nicholas Pattengale , Steven Elliott

Computer networks have become a critical infrastructure. In fact, networks should not only meet strict requirements in terms of correctness, availability, and performance, but they should also be very flexible and support fast updates,…

网络与互联网体系结构 · 计算机科学 2019-03-27 Klaus-Tycho Foerster , Stefan Schmid , Stefano Vissicchio

Social media platforms, increasingly used as news sources for varied data analytics, have transformed how information is generated and disseminated. However, the unverified nature of this content raises concerns about trustworthiness and…

Federated learning, as a promising machine learning approach, has emerged to leverage a distributed personalized dataset from a number of nodes, e.g., mobile devices, to improve performance while simultaneously providing privacy…

密码学与安全 · 计算机科学 2019-10-16 Jiawen Kang , Zehui Xiong , Dusit Niyato , Yuze Zou , Yang Zhang , Mohsen Guizani

To deal with the sheer volume of information and gain competitive advantage, the news industry has started to explore and invest in news automation. In this paper, we present Reuters Tracer, a system that automates end-to-end news…

社会与信息网络 · 计算机科学 2017-11-15 Xiaomo Liu , Armineh Nourbakhsh , Quanzhi Li , Sameena Shah , Robert Martin , John Duprey