EUVD-2022-6632

Malicious code in bioql PyPI...

EUVD-2025-19734

Malicious code in bioql PyPI...

EUVD-2022-43197

Malicious code in bioql PyPI...

EUVD-2024-51884

Malicious code in bioql PyPI...

EUVD-2023-28001

Malicious code in bioql PyPI...

A Statistical Method for Attack-Agnostic Adversarial Attack Detection with Compressive Sensing Comparison

Adversarial attacks present a significant threat to modern machine learning systems. Yet, existing detection methods often lack the ability to detect unseen attacks or detect different attack types with a high level of accuracy. In this work, we propose a statistical approach that establishes a...

VulAgent: Hypothesis-Validation Based Multi-Agent Vulnerability Detection

The application of language models to project-level vulnerability detection remains challenging, owing to the dual requirement of accurately localizing security-sensitive code and correctly correlating and reasoning over complex program context. We present VulAgent, a multi-agent vulnerability...

Linux Distros Unpatched Vulnerability : CVE-2018-13420

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - Google gperftools 2.7 has a memory leak in mallocextension.cc, related to MallocExtension::Register and InitModule. NOTE: the software maintainer indicates that...

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection

With the rapid expansion of web-based applications and cloud services, malicious JavaScript code continues to pose significant threats to user privacy, system integrity, and enterprise security. But, detecting such threats remains challenging due to sophisticated code obfuscation techniques and...

PT-2025-28000

Name of the Vulnerable Software and Affected Versions: Linux kernel affected versions not specified Description: A vulnerability in the Linux kernel has been identified, specifically in the media: imx-jpeg component. The issue arises when allocation failures are not properly cleaned up by the...

CVE-2024-49365

tiny-secp256k1 is a tiny secp256k1 native/JS wrapper. Prior to version 1.1.7, a malicious JSON-stringifyable message can be made passing on verify, when global Buffer is the buffer package. This affects only environments where require'buffer' is the NPM buffer package. Buffer.isBuffer check can b...

SUSE CVE-2025-38091

In the Linux kernel, the following vulnerability has been resolved: drm/amd/display: check stream id dml21 wrapper to get planeid Why & How Fix a false positive warning which occurs due to lack of correct checks when querying planeid in DML21. This fixes the warning when performing a mode1 reset...

DEBIAN-CVE-2025-38091

In the Linux kernel, the following vulnerability has been resolved: drm/amd/display: check stream id dml21 wrapper to get planeid Why & How Fix a false positive warning which occurs due to lack of correct checks when querying planeid in DML21. This fixes the warning when performing a mode1 reset...

UBUNTU-CVE-2025-38091

In the Linux kernel, the following vulnerability has been resolved: drm/amd/display: check stream id dml21 wrapper to get planeid Why & How Fix a false positive warning which occurs due to lack of correct checks when querying planeid in DML21. This fixes the warning when performing a mode1 reset...

CVE-2024-49365 tiny-secp256k1 allows for verify() bypass when running in bundled environment

tiny-secp256k1 is a tiny secp256k1 native/JS wrapper. Prior to version 1.1.7, a malicious JSON-stringifyable message can be made passing on verify, when global Buffer is the buffer package. This affects only environments where require'buffer' is the NPM buffer package. Buffer.isBuffer check can b...

CVE-2024-49365

The CVE-2024-49365 issue affects tiny-secp256k1 prior to 1.1.7, where in environments using the Node buffer package, Buffer.isBuffer can be bypassed and a crafted JSON-stringifiable object could be accepted by verify(), potentially causing false-positive True values. The root cause is a vulnerabi...

tiny-secp256k1 allows for verify() bypass when running in bundled environment

Summary A malicious JSON-stringifyable message can be made passing on verify, when global Buffer is buffer package Details This affects only environments where require'buffer' is E.g.: browser bundles, React Native apps, etc. Buffer.isBuffer check can be bypassed, resulting in strange objects bei...

Analyzing PDFs like Binaries: Adversarially Robust PDF Malware Analysis Via Intermediate Representation and Language Model

Malicious PDF files have emerged as a persistent threat and become a popular attack vector in web-based attacks. While machine learning-based PDF malware classifiers have shown promise, these classifiers are often susceptible to adversarial attacks, undermining their reliability. To address this...

Towards Effective Complementary Security Analysis Using Large Language Models

A key challenge in security analysis is the manual evaluation of potential security weaknesses generated by static application security testing SAST tools. Numerous false positives FPs in these reports reduce the effectiveness of security analysis. We propose using Large Language Models LLMs to...

Robust LLM Fingerprinting Via Domain-Specific Watermarks

As open-source language models OSMs grow more capable and are widely shared and finetuned, ensuring model provenance, i.e., identifying the origin of a given model instance, has become an increasingly important issue. At the same time, existing backdoor-based model fingerprinting techniques often...