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Modern websites heavily rely on JavaScript (JS) to implement legitimate functionality as well as privacy-invasive advertising and tracking. Browser extensions such as NoScript block any script not loaded by a trusted list of endpoints, thus…

Cryptography and Security · Computer Science 2023-03-27 Abdul Haddi Amjad , Zubair Shafiq , Muhammad Ali Gulzar

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

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

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

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

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

With the emergence of the Node.js ecosystem, JavaScript has become a widely-used programming language for implementing server-side web applications. In this paper, we present the first empirical study of static code analysis tools for…

Cryptography and Security · Computer Science 2023-08-07 Tiago Brito , Mafalda Ferreira , Miguel Monteiro , Pedro Lopes , Miguel Barros , José Fragoso Santos , Nuno Santos

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

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

Web tracking harms user privacy. As a result, the use of tracker detection and blocking tools is a common practice among Internet users. However, no such tool can be perfect, and thus there is a trade-off between avoiding breakage (caused…

Cryptography and Security · Computer Science 2025-03-05 He Shuang , Lianying Zhao , David Lie

The popularity and wide adoption of JavaScript both at the client and server side makes its code analysis more important than ever before. Most of the algorithms for vulnerability analysis, coding issue detection, or type inference rely on…

Software Engineering · Computer Science 2024-05-14 Gábor Antal , Péter Hegedűs , Zoltán Tóth , Rudolf Ferenc , Tibor Gyimóthy

TreatJS is a language embedded, higher-order contract system for JavaScript which enforces contracts by run-time monitoring. Beyond providing the standard abstractions for building higher-order contracts (base, function, and object…

Programming Languages · Computer Science 2015-05-01 Matthias Keil , Peter Thiemann

With the rapid expansion of web-based applications and cloud services, malicious JavaScript code continues to pose significant threats to user privacy, system integrity, and enterprise security. But, detecting such threats remains…

Cryptography and Security · Computer Science 2025-07-31 Zhihong Liang , Xin Wang , Zhenhuang Hu , Liangliang Song , Lin Chen , Jingjing Guo , Yanbin Wang , Ye Tian

The increasing complexity of JavaScript in modern mobile web pages has become a critical performance bottleneck for low-end mobile phone users, especially in developing regions. In this paper, we propose SlimWeb, a novel approach that…

As third-party cookie blocking is becoming the norm in browsers, advertisers and trackers have started to use first-party cookies for tracking. We conduct a differential measurement study on 10K websites with third-party cookies allowed and…

Cryptography and Security · Computer Science 2023-11-28 Shaoor Munir , Sandra Siby , Umar Iqbal , Steven Englehardt , Zubair Shafiq , Carmela Troncoso

The JavaScript programming language, which began as a simple scripting language for the Web, has become ubiquitous, spanning desktop, mobile, and server applications. This increase in usage has made JavaScript an attractive target for…

Cryptography and Security · Computer Science 2024-10-29 José Miguel Moreno , Narseo Vallina-Rodriguez , Juan Tapiador

Websites use third-party ads and tracking services to deliver targeted ads and collect information about users that visit them. These services put users' privacy at risk, and that is why users' demand for blocking these services is growing.…

Adequate consideration is crucial to ensure that services in a distributed application context are running satisfactorily with the resources available. Due to the asynchronous nature of tasks and the need to work with multiple layers that…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-01-18 Herve Mbikayi Kabamba , Matthew Khouzam , Michel Dagenais

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

JavaScript is an increasingly popular language for server-side development, thanks in part to the Node.js runtime environment and its vast ecosystem of modules. With the Node.js package manager npm, users are able to easily include external…

Software Engineering · Computer Science 2021-10-28 Alexi Turcotte , Ellen Arteca , Ashish Mishra , Saba Alimadadi , Frank Tip
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