Search Results - JavaScript Obfuscation*

Statically Detecting JavaScript Obfuscation and Minification Techniques in the Wild by Moog, Marvin, Demmel, Markus, Backes, Michael, Fass, Aurore

“…JavaScript is both a popular client-side programming language and an attack vector…”
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JSRevealer: A Robust Malicious JavaScript Detector against Obfuscation by Ren, Kunlun, Qiang, Weizhong, Wu, Yueming, Zhou, Yi, Zou, Deqing, Jin, Hai

“… because of their high effectiveness and efficiency. However, obfuscation techniques are commonly used in JavaScript, which makes the features extracted by static analysis contain many useless and disguised features, leading to many false positives…”
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On improvements of robustness of obfuscated JavaScript code detection by Ponomarenko, G. S., Klyucharev, P. G.

“…This paper is dedicated to the problem of design of the detector for obfuscated JavaScript code using machine learning technologies…”
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Optimizing Away JavaScript Obfuscation by Herrera, Adrian

“… Authors of this malicious JavaScript often employ numerous obfuscation techniques in order to prevent the automatic detection by antivirus and hinder manual analysis by professional malware analysts…”
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Challenges to JavaScript obfuscation in the era of large language models by Ciochiu, Daniel, Brezovan, Marius, Enescu, Nicolae, Traistaru, Claudiu, Badoi, Mircea, Barcan, Alexandra

“… The results reveal a critical insight-contemporary JavaScript obfuscation techniques are increasingly vulnerable to the capabilities of modern LLMs, highlighting the urgent need for more robust client-side code protection strategies…”
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Technique of Javascript Code Obfuscation Based on Control Flow Tansformations by Wang, Zhi Yue, Wu, Wei Min

“… . Therefore, this paper proposes a technique of javascript code obfuscation based on control flow tansformations…”
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PyRHOH: A meta-learning analysis framework for determining the impact of compilation on malicious JavaScript identification by Fulkerson, Eli, Yocam, Eric, Vaidyan, Varghese, Kamepalli, Mahesh, Wang, Yong, Comert, Gurcan

“…Automated identification of malicious JavaScript is a core problem within modern malware analysis…”
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TransAST: A Machine Translation-Based Approach for Obfuscated Malicious JavaScript Detection by Qin, Yan, Wang, Weiping, Chen, Zixian, Song, Hong, Zhang, Shigeng

“…s. Although researchers are constantly proposing methods to detect malicious JavaScript, the emergence of obfuscation technology makes it difficult for previous approaches to detect disguised malicious…”
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Leveraging WebAssembly for Numerical JavaScript Code Virtualization by Wang, Shuai, Ye, Guixin, Li, Meng, Yuan, Lu, Tang, Zhanyong, Wang, Huanting, Wang, Wei, Wang, Fuwei, Ren, Jie, Fang, Dingyi, Wang, Zheng

“… This paper presents JSPro, a novel code virtualization system for JavaScript. JSPro is the first JavaScript code obfuscation tool that builds upon the emerging WebAssembly language standard…”
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De-obfuscation and Detection of Malicious PDF Files with High Accuracy by Xun Lu, Jianwei Zhuge, Ruoyu Wang, Yinzhi Cao, Yan Chen

“… Therefore, in this paper, we present MPScan, a scanner that combines dynamic Java Script de-obfuscation and static malware detection…”
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Wobfuscator: Obfuscating JavaScript Malware via Opportunistic Translation to WebAssembly by Romano, Alan, Lehmann, Daniel, Pradel, Michael, Wang, Weihang

“…To protect web users from malicious JavaScript code, various malware detectors have been proposed, which analyze and classify code as malicious or benign…”
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Deobfuscation, unpacking, and decoding of obfuscated malicious JavaScript for machine learning models detection performance improvement by Ndichu, Samuel, Kim, Sangwook, Ozawa, Seiichi

“…Obfuscation is rampant in both benign and malicious JavaScript (JS) codes. It generates an obscure and undetectable code that hinders comprehension and analysis…”
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KnowBe4 Alert: Phishing Attacks Use New JavaScript Obfuscation Technique

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Optimizing Away JavaScript Obfuscation by Herrera, Adrian

“… Authors of this malicious JavaScript often employ numerous obfuscation techniques in order to prevent the automatic detection by antivirus and hinder manual analysis by professional malware analysts…”
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Efficient Malicious Javascript Detection Using Character-Level Cnn with Prevalent Content Filtering by Chan, Alvin Chin Khai, Ismail, Ismahani, Marsono, Muhammad Nadzir, Rahman, Ab Al-Hadi Ab, Sadiah, Shahidatul, Rusli, Mohd Shahrizal

“…The growing complexity of JavaScript has significantly enriched the interactive capabilities of client-side applications…”
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KnowBe4 CyberheistNews Vol 15 #10 [Heads Up] Sophisticated Phishing Attack Uses New JavaScript Obfuscation Trick

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The power of obfuscation techniques in malicious JavaScript code: A measurement study by Wei Xu, Fangfang Zhang, Sencun Zhu

“… Since most of the Internet users rely on anti-virus software to protect themselves from malicious JavaScript code, attackers exploit JavaScript obfuscation techniques to evade the detection of anti-virus software…”
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Malicious JavaScript Code Detection Based on Hybrid Analysis by He, Xincheng, Xu, Lei, Cha, Chunliu

“… However, since the heavy use of obfuscation techniques, many methods no longer apply to malicious JavaScript code detection, and it has been a huge challenge to de-obfuscate obfuscated malicious Java…”
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Fakeium: A dynamic execution environment for JavaScript program analysis by Moreno, José Miguel, Vallina-Rodriguez, Narseo, Tapiador, Juan

“…The JavaScript programming language, which began as a simple scripting language for the Web, has become ubiquitous, spanning desktop, mobile, and server applications…”
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Looking for Criminal Intents in JavaScript Obfuscated Code by Cerutti, Federico, di San Pietro, Daniele Barattieri, Gringoli, Francesco, Lamperti, Gianfranco

“…The majority of websites incorporate JavaScript for client-side execution in a supposedly protected environment…”
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