Separating Secrets from Placeholders: A Hybrid CNN-CodeBERT Framework for Three-Class Credential Leakage Detection

Credential leakage in public source code repositories poses a critical security threat, with over 23.8 million secrets exposed in 2024 alone. Existing detection tools suffer from high false-positive rates because rigid pattern matching and binary classification schemes fail to distinguish genuine...

An Empirical Evaluation of LLM-Generated Code Security across Prompting Methods

The growing use of Large Language Models LLMs for automated code generation has enhanced software development efficiency, but often at the cost of security. Generated code frequently overlooks critical concerns, leaving it vulnerable to issues such as weak encryption and improper input validation...

Joern 4.0.539

Joern is the bug hunter's workbench. With this tool, you can uncover attack surface, sloppy coding practices, and variants of known vulnerabilities using an interactive code analysis shell. Joern supports C, C++, LLVM bitcode, x86 binaries via Ghidra, JVM bytecode via Soot, and Javascript...

On Fixing Insecure AI-Generated Code through Model Fine-Tuning and Prompting Strategies

The security of AI-generated code remains a major obstacle to its widespread adoption. Although code generation models achieve strong performance on functional benchmarks, their outputs frequently contain bugs and security weaknesses that undermine their trustworthiness. Prior work has explored a...

Astra Linux - уязвимость в firefox, thunderbird

During process shutdown, a document could have caused a use-after-free of a languages service object, leading to memory corruption and a potentially exploitable crash. This vulnerability affects Firefox 93, Thunderbird 91.2, and Firefox ESR 91.2...

PT-2026-36113

Name of the Vulnerable Software and Affected Versions i18next-http-middleware versions prior to 3.9.3 Description The software passes user-controlled lng and ns values from the getResourcesHandler function directly into i18next.services.backendConnector.loadlanguages, namespaces, … without...

VulStyle: A Multi-Modal Pre-Training for Code Stylometry-Augmented Vulnerability Detection

We present VulStyle, a multi-modal software vulnerability detection model that jointly encodes function-level source code, non-terminal Abstract Syntax Tree AST structure, and code stylometry CStyle features. Prior work in code representation primarily leverages token-level models or full AST...

CVE-2026-23753

GFI HelpDesk before 4.99.9 contains a stored cross-site scripting vulnerability in the language management functionality where the charset POST parameter is passed directly to SWIFTLanguage::Create without HTML sanitization and subsequently rendered unsanitized by ViewLanguage.RenderGrid. An...

CVE-2026-23753

GFI HelpDesk before 4.99.9 contains a stored cross-site scripting vulnerability in the language management functionality where the charset POST parameter is passed directly to SWIFTLanguage::Create without HTML sanitization and subsequently rendered unsanitized by ViewLanguage.RenderGrid. An...

CVE-2026-23753

GFI HelpDesk

Joern 4.0.524

Joern is the bug hunter's workbench. With this tool, you can uncover attack surface, sloppy coding practices, and variants of known vulnerabilities using an interactive code analysis shell. Joern supports C, C++, LLVM bitcode, x86 binaries via Ghidra, JVM bytecode via Soot, and Javascript...

CVE-2024-35644

Improper Neutralization of Input During Web Page Generation XSS or 'Cross-site Scripting' vulnerability in Pascal Birchler Preferred Languages allows DOM-Based XSS.This issue affects Preferred Languages: from n/a through 2.2.2...

EUVD-2024-55469

Improper Neutralization of Input During Web Page Generation XSS or 'Cross-site Scripting' vulnerability in Pascal Birchler Preferred Languages allows DOM-Based XSS.This issue affects Preferred Languages: from n/a through 2.2.2...

CVE-2024-35644

Improper Neutralization of Input During Web Page Generation XSS or 'Cross-site Scripting' vulnerability in Pascal Birchler Preferred Languages allows DOM-Based XSS.This issue affects Preferred Languages: from n/a through 2.2.2...

CVE-2024-35644 WordPress Preferred Languages plugin <= 2.2.2 - Cross Site Scripting (XSS) vulnerability

Improper Neutralization of Input During Web Page Generation XSS or 'Cross-site Scripting' vulnerability in Pascal Birchler Preferred Languages allows DOM-Based XSS.This issue affects Preferred Languages: from n/a through 2.2.2...

CVE-2024-35644

Improper Neutralization of Input During Web Page Generation XSS or 'Cross-site Scripting' vulnerability in Pascal Birchler Preferred Languages allows DOM-Based XSS.This issue affects Preferred Languages: from n/a through 2.2.2...

CVE-2024-35644 WordPress Preferred Languages plugin <= 2.2.2 - Cross Site Scripting (XSS) vulnerability

Improper Neutralization of Input During Web Page Generation XSS or 'Cross-site Scripting' vulnerability in Pascal Birchler Preferred Languages allows DOM-Based XSS.This issue affects Preferred Languages: from n/a through 2.2.2...

WordPress plugin Preferred Languages 跨站脚本漏洞

WordPress and WordPress plugins are both products of the WordPress Foundation. WordPress is a blog platform developed using the PHP language. This platform allows for the creation of personal blog websites on servers based on PHP and MySQL. A WordPress plugin is an application that can be install...

PT-2026-23670

Improper Neutralization of Input During Web Page Generation XSS or 'Cross-site Scripting' vulnerability in Pascal Birchler Preferred Languages allows DOM-Based XSS.This issue affects Preferred Languages: from n/a through 2.2.2...

GoodVibe: Security-By-Vibe for LLM-Based Code Generation

Large language models LLMs are increasingly used for code generation in fast, informal development workflows, often referred to as vibe coding, where speed and convenience are prioritized, and security requirements are rarely made explicit. In this setting, models frequently produce functionally...