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This research investigated how online criminal activities can be better understood and connected using data-driven machine learning methods. Many illegal activities, such as human trafficking and illicit trade, have moved to online…

计算与语言 · 计算机科学 2026-05-07 Vageesh Kumar Saxena

With the evolution of the online advertisement and tracking ecosystem, content-filtering has become the reference tool for improving the security, privacy and browsing experience when surfing the Internet. It is also commonly believed that…

网络与互联网体系结构 · 计算机科学 2020-02-06 Ismael Castell-Uroz , Josep Solé-Pareta , Pere Barlet-Ros

We present the first extensive measurement of the privacy properties of the advertising systems used by privacy-focused search engines. We propose an automated methodology to study the impact of clicking on search ads on three popular…

计算机与社会 · 计算机科学 2023-09-26 Salim Chouaki , Oana Goga , Hamed Haddadi , Peter Snyder

Various methods have been proposed for creating and maintaining lists of potentially filtered URLs to allow for measurement of ongoing internet censorship around the world. Whilst testing a known resource for evidence of filtering can be…

计算机与社会 · 计算机科学 2017-04-25 Alexander Darer , Oliver Farnan , Joss Wright

A core problem in the development and maintenance of crowd-sourced filter lists is that their maintainers cannot confidently predict whether (and where) a new filter list rule will break websites. This is a result of enormity of the Web,…

密码学与安全 · 计算机科学 2022-05-03 Michael Smith , Peter Snyder , Moritz Haller , Benjamin Livshits , Deian Stefan , Hamed Haddadi

The presence of third-party tracking on websites has become customary. However, our understanding of the third-party ecosystem is still very rudimentary. We examine third-party trackers from a geographical perspective, observing the…

社会与信息网络 · 计算机科学 2014-09-04 Marjan Falahrastegar , Hamed Haddadi , Steve Uhlig , Richard Mortier

Web traffic is a valuable data source, typically used in the marketing space to track brand awareness and advertising effectiveness. However, web traffic is also a rich source of information for cybersecurity monitoring efforts. To better…

信息检索 · 计算机科学 2019-04-04 Han Qin , Kit Riehle , Haozhen Zhao

Bots constitute a significant portion of Internet traffic and are a source of various issues across multiple domains. Modern bots often become indistinguishable from real users, as they employ similar methods to browse the web, including…

机器学习 · 计算机科学 2024-12-04 Jan Kadel , August See , Ritwik Sinha , Mathias Fischer

Sponsored search ads appear next to search results when people look for products and services on search engines. In recent years, they have become one of the most lucrative channels for marketing. As the fundamental basis of search ads,…

信息检索 · 计算机科学 2021-04-27 Chaozhuo Li , Bochen Pang , Yuming Liu , Hao Sun , Zheng Liu , Xing Xie , Tianqi Yang , Yanling Cui , Liangjie Zhang , Qi Zhang

Today, targeted online advertising relies on unique identifiers assigned to users through third-party cookies--a practice at odds with user privacy. While the web and advertising communities have proposed solutions that we refer to as…

密码学与安全 · 计算机科学 2023-09-12 Yohan Beugin , Patrick McDaniel

Today's Web services - such as Google, Amazon, and Facebook - leverage user data for varied purposes, including personalizing recommendations, targeting advertisements, and adjusting prices. At present, users have little insight into how…

网络与互联网体系结构 · 计算机科学 2014-10-08 Mathias Lecuyer , Guillaume Ducoffe , Francis Lan , Andrei Papancea , Theofilos Petsios , Riley Spahn , Augustin Chaintreau , Roxana Geambasu

Personalized advertisement is a crucial task for many of the online businesses and video broadcasters. Many of today's broadcasters use the same commercial for all customers, but as one can imagine different viewers have different interests…

计算机视觉与模式识别 · 计算机科学 2018-06-25 Shervin Minaee , Imed Bouazizi , Prakash Kolan , Hossein Najafzadeh

While JavaScript established itself as a cornerstone of the modern web, it also constitutes a major tracking and security vector, thus raising critical privacy and security concerns. In this context, some browser extensions propose to…

密码学与安全 · 计算机科学 2023-01-26 Romain Fouquet , Pierre Laperdrix , Romain Rouvoy

Online tracking is a widespread practice on the web with questionable ethics, security, and privacy concerns. While web tracking can offer personalized and curated content to Internet users, it operates as a sophisticated surveillance…

密码学与安全 · 计算机科学 2025-01-07 Seyed Ali Akhavani , Engin Kirda , Amin Kharraz

Monetizing websites and web apps through online advertising is widespread in the web ecosystem. The online advertising ecosystem nowadays forces publishers to integrate ads from these third-party domains. On the one hand, this raises…

计算机与社会 · 计算机科学 2020-02-14 Behnam Pourghassemi , Jordan Bonecutter , Zhou Li , Aparna Chandramowlishwaran

Online advertising is an important and huge industry. Having knowledge of the website attributes can contribute greatly to business strategies for ad-targeting, content display, inventory purchase or revenue prediction. Classical inferences…

机器学习 · 统计学 2014-11-18 Li Chen , Matthew Patton

We consider the problem of personalization of online services from the viewpoint of ad targeting, where we seek to find the best ad categories to be shown to each user, resulting in improved user experience and increased advertisers'…

人工智能 · 计算机科学 2016-06-30 Nemanja Djuric , Mihajlo Grbovic , Vladan Radosavljevic , Narayan Bhamidipati , Slobodan Vucetic

Third-party networks collect vast amounts of data about users via web sites and mobile applications. Consolidations among tracker companies can significantly increase their individual tracking capabilities, prompting scrutiny by competition…

计算机与社会 · 计算机科学 2018-02-08 Reuben Binns , Jun Zhao , Max Van Kleek , Nigel Shadbolt

In the early age of the internet users enjoyed a large level of anonymity. At the time web pages were just hypertext documents; almost no personalisation of the user experience was o ered. The Web today has evolved as a world wide…

计算机与社会 · 计算机科学 2016-05-24 Silvia Puglisi , David Rebollo-Monedero , Jordi Forné

Wildlife traffickers are increasingly carrying out their activities in cyberspace. As they advertise and sell wildlife products in online marketplaces, they leave digital traces of their activity. This creates a new opportunity: by…

信息检索 · 计算机科学 2024-07-29 Juliana Barbosa , Sunandan Chakraborty , Juliana Freire