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Modern websites extensively rely on JavaScript to implement both functionality and tracking. Existing privacy enhancing content blocking tools struggle against mixed scripts, which simultaneously implement both functionality and tracking,…

Cryptography and Security · Computer Science 2024-05-29 Abdul Haddi Amjad , Shaoor Munir , Zubair Shafiq , Muhammad Ali Gulzar

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…

Cryptography and Security · Computer Science 2023-01-26 Romain Fouquet , Pierre Laperdrix , Romain Rouvoy

Numerous tools have been developed to aggressively block the execution of popular JavaScript programs (JS) in Web browsers. Such blocking also affects functionality of webpages and impairs user experience. As a consequence, many privacy…

Cryptography and Security · Computer Science 2016-03-22 Muhammad Ikram , Hassan Jameel Asghar , Mohamed Ali Kaafar , Balachander Krishnamurthy , Anirban Mahanti

Modern web browsers are incredibly complex, with millions of lines of code and over one thousand JavaScript functions and properties available to website authors. This work investigates how these browser features are used on the modern,…

Networking and Internet Architecture · Computer Science 2016-05-23 Peter Snyder , Lara Ansari , Cynthia Taylor , Chris Kanich

Trackers have recently started to mix tracking and functional resources to circumvent privacy-enhancing content blocking tools. Such mixed web resources put content blockers in a bind: risk breaking legitimate functionality if they act and…

Networking and Internet Architecture · Computer Science 2021-10-01 Abdul Haddi Amjad , Danial Saleem , Fareed Zaffar , Muhammad Ali Gulzar , Zubair Shafiq

Recent years have seen a sharp rise in adblocker use, driven by increased web tracking and personalized ads. However, a significant issue for adblocker users is the web breakages they encounter, which worsens their browsing experience and…

Cryptography and Security · Computer Science 2024-11-01 Ritik Roongta , Mitchell Zhou , Ben Stock , Rachel Greenstadt

Many websites import large JavaScript (JS) libraries to customize and enhance user experiences. Our data shows that many JS libraries are only partially utilized during a page load, and therefore, contain superfluous code that is never…

Networking and Internet Architecture · Computer Science 2020-03-18 Utkarsh Goel , Moritz Steiner

Content blocking is an important part of a performant, user-serving, privacy respecting web. Most content blockers build trust labels over URLs. While useful, this approach has well understood shortcomings. Attackers may avoid detection by…

Cryptography and Security · Computer Science 2020-05-26 Quan Chen , Peter Snyder , Ben Livshits , Alexandros Kapravelos

Recent advances in web technologies make it more difficult than ever to detect and block web tracking systems. In this work, we propose ASTrack, a novel approach to web tracking detection and removal. ASTrack uses an abstraction of the code…

Networking and Internet Architecture · Computer Science 2023-01-27 Ismael Castell-Uroz , Kensuke Fukuda , Pere Barlet-Ros

Cryptojacking is the permissionless use of a target device to covertly mine cryptocurrencies. With cryptojacking, attackers use malicious JavaScript codes to force web browsers into solving proof-of-work puzzles, thus making money by…

Cryptography and Security · Computer Science 2023-04-27 Muhammad Saad , David Mohaisen

Today, third-party JavaScript resources are indispensable part of the web platform. More than 88% of world's top websites include at least one JavaScript resource from a remote host. However, there is a great security risk behind using a…

Cryptography and Security · Computer Science 2019-02-11 Kousha Nakhaei , Ebrahim Ansari , Fateme Ansari

JavaScript, a scripting language employed to augment the capabilities of web browsers within web pages or browser extensions, utilizes code segments termed JavaScript inclusions. While the security aspects of JavaScript inclusions in web…

Cryptography and Security · Computer Science 2025-05-27 Chong Guan

Recent web-based cyber attacks are evolving into a new form of attacks such as private information theft and DDoS attack exploiting JavaScript within a web page. These attacks can be made just by accessing a web site without distribution of…

Cryptography and Security · Computer Science 2015-02-16 JongHun Jung , Hwan-Kuk Kim , Soojin Yoon

Websites employ third-party ads and tracking services leveraging cookies and JavaScript code, to deliver ads and track users' behavior, causing privacy concerns. To limit online tracking and block advertisements, several ad-blocking (black)…

Cryptography and Security · Computer Science 2019-06-04 Saad Sajid Hashmi , Muhammad Ikram , Mohamed Ali Kaafar

Many internet ventures rely on advertising for their revenue. However, users feel discontent by the presence of ads on the websites they visit, as the data-size of ads is often comparable to that of the actual content. This has an impact…

Social and Information Networks · Computer Science 2017-05-10 Kiran Garimella , Orestis Kostakis , Michael Mathioudakis

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,…

Cryptography and Security · Computer Science 2022-05-03 Michael Smith , Peter Snyder , Moritz Haller , Benjamin Livshits , Deian Stefan , Hamed Haddadi

User demand for blocking advertising and tracking online is large and growing. Existing tools, both deployed and described in research, have proven useful, but lack either the completeness or robustness needed for a general solution.…

Computers and Society · Computer Science 2019-05-31 Umar Iqbal , Peter Snyder , Shitong Zhu , Benjamin Livshits , Zhiyun Qian , Zubair Shafiq

Web developers routinely rely on third-party Java-Script libraries such as jQuery to enhance the functionality of their sites. However, if not properly maintained, such dependencies can create attack vectors allowing a site to be…

Cryptography and Security · Computer Science 2020-02-17 Tobias Lauinger , Abdelberi Chaabane , Sajjad Arshad , William Robertson , Christo Wilson , Engin Kirda

This article provides a quantitative analysis of privacy-compromising mechanisms on 1 million popular websites. Findings indicate that nearly 9 in 10 websites leak user data to parties of which the user is likely unaware; more than 6 in 10…

Cryptography and Security · Computer Science 2015-11-03 Timothy Libert

Deobfuscating JavaScript (JS) code poses a significant challenge in web security, particularly as obfuscation techniques are frequently used to conceal malicious activities within scripts. While Large Language Models (LLMs) have recently…

Cryptography and Security · Computer Science 2025-06-26 Guoqiang Chen , Xin Jin , Zhiqiang Lin
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