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With the emergence of new online channels and information technology, digital advertising tends to substitute more and more to traditional advertising by offering the opportunity to companies to target the consumers/users that are really…

最优化与控制 · 数学 2021-11-17 Médéric Motte , Huyên Pham

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

To what extent are users surveilled on the web, by what technologies, and by whom? We answer these questions by combining passively observed, anonymized browsing data of a large, representative sample of Americans with domain-level data on…

应用统计 · 统计学 2026-01-01 Lucas Shen , Gaurav Sood

Perceptual ad-blocking is a novel approach that detects online advertisements based on their visual content. Compared to traditional filter lists, the use of perceptual signals is believed to be less prone to an arms race with web…

密码学与安全 · 计算机科学 2019-08-27 Florian Tramèr , Pascal Dupré , Gili Rusak , Giancarlo Pellegrino , Dan Boneh

Online services pervasively employ manipulative designs (i.e., dark patterns) to influence users to purchase goods and subscriptions, spend more time on-site, or mindlessly accept the harvesting of their personal data. To protect users from…

Online advertising fuels the (seemingly) free internet. However, although users can access most websites free of charge, they need to pay a heavy cost on their privacy and blindly trust third parties and intermediaries that absorb great…

密码学与安全 · 计算机科学 2020-08-05 Gonçalo Pestana , Iñigo Querejeta-Azurmendi , Panagiotis Papadopoulos , Benjamin Livshits

People are becoming increasingly concerned with their online privacy, especially with how advertising companies track them across websites (a practice called cross-site tracking), as reconstructing a user's browser history can reveal…

密码学与安全 · 计算机科学 2023-11-22 Alisha Ukani

This articles surveys the existing literature on the methods currently used by web services to track the user online as well as their purposes, implications, and possible user's defenses. A significant majority of reviewed articles and web…

计算机与社会 · 计算机科学 2015-07-29 Tomasz Bujlow , Valentín Carela-Español , Josep Solé-Pareta , Pere Barlet-Ros

The growing use of social media has led to drastic changes in our decision-making. Especially, Facebook offers marketing API which promotes business to target potential groups who are likely to consume their items. However, this service can…

信息检索 · 计算机科学 2024-07-25 Ujun Jeong , Kaize Ding , Huan Liu

Recommender systems are essential for personalizing digital experiences on e-commerce sites, streaming services, and social media platforms. While these systems are necessary for modern digital interactions, they face fairness, bias,…

信息检索 · 计算机科学 2024-09-20 Falguni Roy , Xiaofeng Ding , K. -K. R. Choo , Pan Zhou

With technological advances and the establishment of e-commerce models, business challenges have shifted to online platforms. The promise of embedding self-executing and autonomous programs into blockchain technologies has attracted…

计算机与社会 · 计算机科学 2022-08-03 Kamal Kishor Singh

Online advertising has typically been more personalized than offline advertising, through the use of machine learning models and real-time auctions for ad targeting. One specific task, predicting the likelihood of conversion (i.e.\ the…

Numerous surveys have shown that Web users are concerned about the loss of privacy associated with online tracking. Alarmingly, these surveys also reveal that people are also unaware of the amount of data sharing that occurs between ad…

密码学与安全 · 计算机科学 2020-02-17 Muhammad Ahmad Bashir , Sajjad Arshad , William Robertson , Christo Wilson

In E-commerce advertising, where product recommendations and product ads are presented to users simultaneously, the traditional setting is to display ads at fixed positions. However, under such a setting, the advertising system loses the…

机器学习 · 计算机科学 2019-09-04 Weixun Wang , Junqi Jin , Jianye Hao , Chunjie Chen , Chuan Yu , Weinan Zhang , Jun Wang , Xiaotian Hao , Yixi Wang , Han Li , Jian Xu , Kun Gai

We need to rethink our approach to defend privacy on the internet. Currently, policymakers focus heavily on the idea of informed consent as a means to defend privacy. For instance, in many countries the law requires firms to obtain an…

计算机与社会 · 计算机科学 2025-12-08 Frederik Zuiderveen Borgesius

The online advertising market has recently reached the 500 billion dollar mark. To accommodate the need to match a user with the highest bidder at a fraction of a second, it has moved towards a complex, automated and often opaque model that…

计算机与社会 · 计算机科学 2025-07-10 Emmanouil Papadogiannakis , Nicolas Kourtellis , Panagiotis Papadopoulos , Evangelos P. Markatos

Nowadays, privacy has become a very serious issue with smart and mobile platforms. Users tend to allow intrusive apps access much sensible information without really knowing the potential threats. To solve this issue several solutions (e.g.…

计算机与社会 · 计算机科学 2018-09-05 Alan Ferrari , Silvia Giordano

Information has exploded on the Internet and mobile with the advent of the big data era. In particular, recommendation systems are widely used to help consumers who struggle to select the best products among such a large amount of…

信息检索 · 计算机科学 2022-10-17 Mirae Kim , Simon Woo

There is an increasing supply and demand for political advertising throughout the world. At the same time, societal threats, such as election interference by foreign governments and other bad actors, continues to be a pressing concern in…

计算机与社会 · 计算机科学 2023-11-02 Jukka Ruohonen

Due to the involvement of multiple intermediaries without trusted parties, lack of proper regulations, and a complicated supply chain, ad impression discrepancy affects online advertising. This issue causes up to $82 billion annual revenue…

密码学与安全 · 计算机科学 2024-10-22 Behkish Nassirzadeh , Albert Heinle , Stefanos Leonardos , Anwar Hasan , Vijay Ganesh