192 matches found
Rocky Linux 9.2 [CIQ] Security Update: tuned / tuned-gtk / tuned-profiles-atomic / etc Multiple Vulnerabilities (ciqsa-2026_0501)
The Rocky Linux 9.2 host has packages installed that are affected by multiple vulnerabilities as referenced in the CIQ ciqsa-20260501 advisory. This advisory aggregates security fixes for the tuned SRPM in CIQ LTS 9.2. It addresses 2 CVEs: CVE-2024-52337, CVE-2024-52336. Tenable has extracted the...
Rocky Linux 9 [CIQ] Security Update: tuned / tuned-gtk / tuned-ppd / tuned-profiles-atomic / etc Multiple Vulnerabilities (crlsa-2024_10384)
The Rocky Linux 9 host has packages installed that are affected by multiple vulnerabilities as referenced in the CIQ crlsa-202410384 advisory. tuned: scriptpre and scriptpost options allow to pass arbitrary scripts executed by root CVE-2024-52336 tuned: improper sanitization of instancename...
Rocky Linux 8 [CIQ] Security Update: tuned / tuned-gtk / tuned-profiles-atomic / tuned-profiles-compat / etc (crlsa-2024_11161)
The Rocky Linux 8 host has packages installed that are affected by a vulnerability as referenced in the CIQ crlsa-202411161 advisory. tuned: improper sanitization of instancename parameter of the instancecreate method CVE-2024-52337 Tenable has extracted the preceding description block directly...
Backdoor Purification for LoRA-Tuned LLMs Via Null-Space Projection
With the rapid adoption of large language models LLMs and parameter-efficient fine-tuning PEFT methods, the risk of backdoor attacks has become more severe. Existing backdoor purification methods typically rely on at least one of the strong assumptions, such as prior knowledge of triggers, access...
Measuring and Evaluating the Performance of Generative AI Models for Scam Detection
Online scams continue to cause substantial financial and personal harm. As a result, detection systems based on Large Language Models LLMs have been integrated into security products ranging from email gateways and browser extensions to fraud-monitoring dashboards. As this adoption accelerates, a...
TencentOS Server 3: tuned (TSSA-2024:1150)
The version of Tencent Linux installed on the remote TencentOS Server 3 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the TSSA-2024:1150 advisory. Package updates are available for TencentOS Server 3 that fix the following vulnerabilities:...
One-Prompt Censorship Evasion Via Generative Diffusion Models
The escalating arms race between Internet censorship and evasion has driven censors to evolve from static rule-based filtering to sophisticated deep learning-based traffic analysis. While recent automated evasion tools have attempted to counter this by leveraging stochastic search and programmabl...
Data-Centric Benchmarking of Exploit Generation in LLMs: Understanding the Impact of Fine-Tuning
We study the task of CVE-conditioned exploit generation, where a model drafts proof-of-concept PoC exploits given software vulnerability context. We adopt a data-centric approach, constructing a high-quality dataset via multi-stage preprocessing and introducing a scalable evaluation framework wit...
Malicious Package
Overview chai-as-tuned is a malicious package. This package contains malicious code, and its content was removed from the official package manager. While this package might be attempting to impersonate a valid organization, there is no connection between that organization and this package...
A Systematic Literature Review for Transformer-Based Software Vulnerability Detection
Context: Software vulnerabilities pose significant security threats to software systems, especially as software is increasingly used across many areas of daily life, including health, government, and finance. Recently, transformer-based models have demonstrated promising results in automatic...
CVE-2026-31458
In the Linux kernel, the following vulnerability has been resolved: mm/damon/sysfs: check contexts-nr before accessing contextsarr0 Multiple sysfs command paths dereference contextsarr0 without first verifying that kdamond-contexts-nr == 1. A user can set nrcontexts to 0 via sysfs while DAMON is...
Sparse Autoencoders Are Capable LLM Jailbreak Mitigators
Jailbreak attacks remain a persistent threat to large language model safety. We propose Context-Conditioned Delta Steering CC-Delta, an SAE-based defense that identifies jailbreak-relevant sparse features by comparing token-level representations of the same harmful request with and without...
MiracleLinux 8 : tuned-2.22.1-5.el8_10.ML.1 (AXSA:2024-9510:07)
The remote MiracleLinux 8 host has packages installed that are affected by a vulnerability as referenced in the AXSA:2024-9510:07 advisory. tuned: improper sanitization of instancename parameter of the instancecreate method CVE-2024-52337 Tenable has extracted the preceding description block...
A Decompilation-Driven Framework for Malware Detection with Large Language Models
The parallel evolution of Large Language Models LLMs with advanced code-understanding capabilities and the increasing sophistication of malware presents a new frontier for cybersecurity research. This paper evaluates the efficacy of state-of-the-art LLMs in classifying executable code as either...
CurricuLLM: Designing Personalized and Workforce-Aligned Cybersecurity Curricula Using Fine-Tuned LLMs
The cybersecurity landscape is constantly evolving, driven by increased digitalization and new cybersecurity threats. Cybersecurity programs often fail to equip graduates with skills demanded by the workforce, particularly concerning recent developments in cybersecurity, as curriculum design is...
Scam Shield: Multi-Model Voting and Fine-Tuned LLMs against Adversarial Attacks
Scam detection remains a critical challenge in cybersecurity as adversaries craft messages that evade automated filters. We propose a Hierarchical Scam Detection System HSDS that combines a lightweight multi-model voting front end with a fine-tuned LLaMA 3.1 8B Instruct back end to improve accura...
EUVD-2008-0243
Malware in sbrugna...
EUVD-2013-1839
Malware in sbrugna...