JsDeObsBench: Measuring and Benchmarking LLMs for JavaScript Deobfuscation

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 shown promise in automating the deobfuscation process,...

Measuring Modern Phishing Tactics: a Quantitative Study of Body Obfuscation Prevalence, Co-Occurrence, and Filter Impact

Phishing attacks frequently use email body obfuscation to bypass detection filters, but quantitative insights into how techniques are combined and their impact on filter scores remain limited. This paper addresses this gap by empirically investigating the prevalence, co-occurrence patterns, and...

OneClik: A ClickOnce-Based APT Campaign Targeting Energy, Oil and Gas Infrastructure

OneClik: A ClickOnce-Based APT Campaign Targeting Energy, Oil and Gas Infrastructure By Nico Paulo Yturriaga and Pham Duy Phuc · June 24, 2025 The Trellix Advanced Research Center has uncovered a sophisticated APT malware campaign that we’ve dubbed OneClik. It specifically targets the energy, oil...

From Worst-Case Hardness of NP to Quantum Cryptography Via Quantum Indistinguishability Obfuscation

Whitepaper called From Worst-Case Hardness Of NP To Quantum Cryptography Via Quantum Indistinguishability Obfuscation...

Exploit for Code Injection in Langflow

Langflow RCE Exploit CVE-2025-3248 !Python Versionhttps:...

Mechanistic Interpretability in the Presence of Architectural Obfuscation

Architectural obfuscation - e.g., permuting hidden-state tensors, linearly transforming embedding tables, or remapping tokens - has recently gained traction as a lightweight substitute for heavyweight cryptography in privacy-preserving large-language-model LLM inference. While recent work has sho...

Google Chrome Type Obfuscation Vulnerability

Google Chrome is a popular web browser. Google Chrome suffers from a type obfuscation vulnerability that originates from accessing a resource using an incompatible type, which can be exploited by a remote attacker to submit a special WEB request that can be tricked into being parsed by the user,...

MAL-2025-191695 Malicious code in browser-history-analytics (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 e1ac674eaa856956dea531487502bd21a51f5324bdfcaf788645bbbb41eb27f5 When starting the server with expected functionality with potentially sensitive content, the package silently sends the location external IP to a remote...

The vulnerability of the PROFINET protocol implementation in the modular safety system SIRIUS 3RK3 and the safety relay software SIRIUS 3SK2 allows a intruder to disclose protected information.

The vulnerability of the PROFINET protocol implementation in the modular safety system SIRIUS 3RK3 and the safety relay software SIRIUS 3SK2 is related to a weak password obfuscation during data transmission. Exploiting this vulnerability could allow an attacker, operating remotely, to disclose t...

SOFT: Selective Data Obfuscation for Protecting LLM Fine-Tuning against Membership Inference Attacks

Whitepaper called SOFT: Selective Data Obfuscation For Protecting LLM Fine-Tuning Against Membership Inference Attacks...

CVE-2025-5986

A flaw was found in Thunderbird. The Mozilla Foundation's Security Advisory describes the following issue: A crafted HTML email using mailbox:/// links can trigger automatic, unsolicited downloads of .pdf files to the user's desktop or home directory without prompting, even if auto-saving is...

CVE-2025-5986

CVE-2025-5986 affects Thunderbird. A crafted HTML email that uses mailbox:/// links can trigger automatic, unsolicited downloads of PDF files to the user’s desktop or home directory without prompting, even if auto-saving is disabled. This can lead to disk-space exhaustion and potential credential...

CVE-2025-5986

A crafted HTML email using mailbox:/// links can trigger automatic, unsolicited downloads of .pdf files to the user's desktop or home directory without prompting, even if auto-saving is disabled. This behavior can be abused to fill the disk with garbage data e.g. using /dev/urandom on Linux or to...

TRIDENT -- a Three-Tier Privacy-Preserving Propaganda Detection Model in Mobile Networks Using Transformers, Adversarial Learning, and Differential Privacy

The proliferation of propaganda on mobile platforms raises critical concerns around detection accuracy and user privacy. To address this, we propose TRIDENT - a three-tier propaganda detection model implementing transformers, adversarial learning, and differential privacy which integrates syntact...

Google Chrome 安全漏洞

Google Chrome is a popular web browser. Google Chrome suffers from a type obfuscation vulnerability that originates from accessing a resource using an incompatible type, which can be exploited by a remote attacker to submit a special WEB request that can be tricked into being parsed by the user,...

Obfuscation-Resilient Binary Code Similarity Analysis Using Dominance Enhanced Semantic Graph

Binary code similarity analysis BCSA serves as a core technique for binary analysis tasks such as vulnerability detection. While current graph-based BCSA approaches capture substantial semantics and show strong performance, their performance suffers under code obfuscation due to the unstable...

Hiding in Plain Sight: Query Obfuscation Via Random Multilingual Searches

Modern search engines extensively personalize results by building detailed user profiles based on query history and behaviour. While personalization can enhance relevance, it introduces privacy risks and can lead to filter bubbles. This paper proposes and evaluates a lightweight, client-side quer...

Deconstructing Obfuscation: a Four-Dimensional Framework for Evaluating Large Language Models Assembly Code Deobfuscation Capabilities

Large language models LLMs have shown promise in software engineering, yet their effectiveness for binary analysis remains unexplored. We present the first comprehensive evaluation of commercial LLMs for assembly code deobfuscation. Testing seven state-of-the-art models against four obfuscation...

The Hashed Fractal Key Recovery (HFKR) Problem: from Symbolic Path Inversion to Post-Quantum Cryptographic Keys

Classical cryptographic systems rely heavily on structured algebraic problems, such as factorization, discrete logarithms, or lattice-based assumptions, which are increasingly vulnerable to quantum attacks and structural cryptanalysis. In response, this work introduces the Hashed Fractal Key...

Android Trojan Crocodilus Now Active in 8 Countries, Targeting Banks and Crypto Wallets

A growing number of malicious campaigns have leveraged a recently discovered Android banking trojan called Crocodilus to target users in Europe and South America. The malware, according to a new report published by ThreatFabric, has also adopted improved obfuscation techniques to hinder analysis...