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. While malware developers transform their JavaScript code to hide its…”
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Optimizing Away JavaScript Obfuscation by Herrera, Adrian

“…JavaScript is a popular attack vector for releasing malicious payloads on unsuspecting Internet users. Authors of this malicious JavaScript often employ…”
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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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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. The main challenge was to…”
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Optimizing Away JavaScript Obfuscation by Herrera, Adrian

“…JavaScript is a popular attack vector for releasing malicious payloads on unsuspecting Internet users. Authors of this malicious JavaScript often employ…”
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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

“…Due to the convenience and popularity of Web applications, they have become a prime target for attackers. As the main programming language for Web…”
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KnowBe4 Alert: Phishing Attacks Use New JavaScript Obfuscation Technique

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KnowBe4 CyberheistNews Vol 15 #10 [Heads Up] Sophisticated Phishing Attack Uses New JavaScript Obfuscation Trick

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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. However, it also leads to increased…”
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WatchGuard Threat Lab Report Finds Top Threat Arriving Exclusively Over Encrypted Connections: New research also analyzes the commoditization of adversary-in-the-middle attacks, JavaScript obfuscation in exploit kits, and a malware family with Gothic Panda ties

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RedJsod: A Readable JavaScript Obfuscation Detector Using Semantic-based Analysis by Al-Taharwa, I. A., Hahn-Ming Lee, Jeng, A. B., Kuo-Ping Wu, Ching-Hao Mao, Te-En Wei, Shyi-Ming Chen

“… detection of maliciousness and prevent the static analysis of suspicious scripts. Next, we propose a readable JavaScript obfuscation…”
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US Patent Issued to Korea Internet Security Agency on June 17 for "Detection system and method of suspicious malicious website using analysis of javascript obfuscation strength" (South Korean Inventors)

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Leveraging Machine Learning for the Identification of Obfuscated JavaScript in Phishing Attacks by Chukwuemeka, Prince, Kyrian, Onwuegbuchunam, Imoni, Okes

“…JavaScript obfuscation has emerged as a pervasive tactic employed by cybercriminals to conceal malicious code and facilitate phishing attacks…”
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Detection of Obfuscated Malicious JavaScript Code by Alazab, Ammar, Khraisat, Ansam, Alazab, Moutaz, Singh, Sarabjot

“…Websites on the Internet are becoming increasingly vulnerable to malicious JavaScript code because of its strong impact and dramatic effect. Numerous recent…”
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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. Code obfuscation is a common tactic used to evade detection…”
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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

“…Code obfuscation built upon code virtualization technology is one of the viable means for protecting sensitive algorithms and data against code reverse…”
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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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A BERT-Based Approach for Detecting Cross-Site Scripting Attacks by Guo, Juan, Du, Junxi, Zheng, Fengheng, Luo, Quan

“… Extensive experiments on benchmark datasets-including payloads involving JavaScript obfuscation and URL encoding-demonstrate that the proposed method consistently outperforms traditional CNN-based…”
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Email Armour: A Multi-Layered Email Defense Solution by Lakmal, K.T.A.U, Perera, L.M.C, Padmika, S.P.K, De Silva, S.P.A, Pandithage, Dinithi, Siriwardana, Deemantha

“…) attachment security analysis to detect malware and harmful scripts, and (4) suspicious URL detection focusing on JavaScript obfuscation…”
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A Comparison of Online JavaScript Obfuscators by Rauti, Sampsa, Leppanen, Ville

“… We also suggest several methods for strengthening JavaScript obfuscation…”
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