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...

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...

POC-Generator-Burp_Suite_Extension

🎯 POC Generator - Burp Suite Extension From vulnerability...

A Systematic Study of Code Obfuscation against LLM-Based Vulnerability Detection

As large language models LLMs are increasingly adopted for code vulnerability detection, their reliability and robustness across diverse vulnerability types have become a pressing concern. In traditional adversarial settings, code obfuscation has long been used as a general strategy to bypass...

MulVuln: Enhancing Pre-Trained LMs with Shared and Language-Specific Knowledge for Multilingual Vulnerability Detection

Software vulnerabilities SVs pose a critical threat to safety-critical systems, driving the adoption of AI-based approaches such as machine learning and deep learning for software vulnerability detection. Despite promising results, most existing methods are limited to a single programming languag...

CryptoScope: Utilizing Large Language Models for Automated Cryptographic Logic Vulnerability Detection

Cryptographic algorithms are fundamental to modern security, yet their implementations frequently harbor subtle logic flaws that are hard to detect. We introduce CryptoScope, a novel framework for automated cryptographic vulnerability detection powered by Large Language Models LLMs. CryptoScope...

What LLMs Know About Their Users

Simon Willison talks about ChatGPT's new memory dossier feature. In his explanation, he illustrates how much the LLM--and the company--knows about its users. It's a big quote, but I want you to read it all. Here's a prompt you can use to give you a solid idea of what's in that summary. I first sa...

[SECURITY] Fedora 41 Update: python-notebook-7.4.0-1.fc41

The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Notebook has support for multiple programming languages, sharing, and interactive widgets...

[SECURITY] Fedora 42 Update: python-notebook-7.4.0-1.fc42

The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Notebook has support for multiple programming languages, sharing, and interactive widgets...

[SECURITY] Fedora 40 Update: python-notebook-7.4.0-1.fc40

The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Notebook has support for multiple programming languages, sharing, and interactive widgets...

[SECURITY] Fedora 40 Update: python-notebook-7.3.1-1.fc40

The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Notebook has support for multiple programming languages, sharing, and interactive widgets...

[SECURITY] Fedora 41 Update: python-notebook-7.2.2-1.fc41

The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Notebook has support for multiple programming languages, sharing, and interactive widgets...

[SECURITY] Fedora 39 Update: libnbd-1.18.5-1.fc39

NBD =E2=80=94 Network Block Device =E2=80=94 is a protocol for accessing Bloc k Devices hard disks and disk-like things over a Network. This is the NBD client library in userspace, a simple library for writing NBD clients. The key features are: Synchronous and asynchronous APIs, both for ease of...

Pouring Acid Rain

Pouring Acid Rain By Trellix · April 30, 2024 This blog was written by Max Kersten In two recent major geopolitical conflicts, in Ukraine and in Israel, wipers - malware used to destroy access to files and commonly used to halt telecom operations - were used to destroy digital infrastructure. The...

CVE-2024-3566 Command injection vulnerability in programing languages on Microsoft Windows operating system.

A command inject vulnerability allows an attacker to perform command injection on Windows applications that indirectly depend on the CreateProcess function when the specific conditions are satisfied...

Critical 'BatBadBut' Rust Vulnerability Exposes Windows Systems to Attacks

A critical security flaw in the Rust standard library could be exploited to target Windows users and stage command injection attacks. The vulnerability, tracked as CVE-2024-24576, has a CVSS score of 10.0, indicating maximum severity. That said, it only impacts scenarios where batch files are...

Multiple programming languages fail to escape arguments properly in Microsoft Windows

Overview Various programming languages lack proper validation mechanisms for commands and in some cases also fail to escape arguments correctly when invoking commands within a Microsoft Windows environment. The command injection vulnerability in these programming languages, when running on Window...

GitHub Launches AI-Powered Autofix Tool to Assist Devs in Patching Security Flaws

GitHub on Wednesday announced that it's making available a feature called code scanning autofix in public beta for all Advanced Security customers to provide targeted recommendations in an effort to avoid introducing new security issues. "Powered by GitHub Copilot and CodeQL, code scanning autofi...

Patch Tuesday, March 2024 Edition

Apple and Microsoft recently released software updates to fix dozens of security holes in their operating systems. Microsoft today patched at least 60 vulnerabilities in its Windows OS. Meanwhile, Apples new macOS Sonoma addresses at least 68 security weaknesses, and its latest update for iOS fix...

[SECURITY] Fedora 40 Update: rsyntaxtextarea-3.1.3-11.fc40

RSyntaxTextArea is a customizable, syntax highlighting text component for Java Swing applications. Out of the box, it supports syntax highlighting for 40+ programming languages, code folding, search and replace, and has add-on libraries for code completion and spell checking. Syntax highlighting...