MAD-OOD: A Deep Learning Cluster-Driven Framework for an Out-Of-Distribution Malware Detection and Classification

Out of distribution OOD detection remains a critical challenge in malware classification due to the substantial intra family variability introduced by polymorphic and metamorphic malware variants. Most existing deep learning based malware detectors rely on closed world assumptions and fail to...

Konica Bizhub Multifunction Printers Firmware Tamper Detection Feature Bypass (CVE-2021-20872)

An attacker could bypass the tamper detection feature of the firmware and install malicious firmware. %NASLMINLEVEL 80900 C Tenable, Inc. include'compat.inc'; if description scriptid504859; scriptversion"1.2"; scriptsetattributeattribute:"pluginmodificationdate", value:"2026/02/20";...

PROVEX: Enhancing SOC Analyst Trust with Explainable Provenance-Based IDS

Modern intrusion detection systems IDS leverage graph neural networks GNNs to detect malicious activity in system provenance data, but their decisions often remain a black box to analysts. This paper presents a comprehensive XAI framework designed to bridge the trust gap in Security Operations...

PT-2025-52490

Name of the Vulnerable Software and Affected Versions Open5GS versions prior to 2.7.5 Description A flaw exists within Open5GS, specifically in the ogs pfcp handle create pdr function located in the lib/pfcp/handler.c library of the PFCP component. This issue involves improper initialization and...

ROS-20251219-7306

A vulnerability in the 7-Zip file archiver is related to incorrect symbolic link detection before accessing a file. Exploitation of the vulnerability could allow an attacker to execute arbitrary code if a user opens a specially generated ZIP archive...

CVE-2025-62002

BullWall Ransomware Containment considers the number of files modified to trigger detection. An authenticated attacker could encrypt a single possibly large file without triggering detection if thresholds are configured to require multiple file changes. The number of files to trigger detection ca...

CVE-2025-62002

BullWall Ransomware Containment considers the number of files modified to trigger detection. An authenticated attacker could encrypt a single possibly large file without triggering detection if thresholds are configured to require multiple file changes. The number of files to trigger detection ca...

CVE-2025-62000

BullWall Ransomware Containment may not always detect an encrypted file. This issue affects a specific file inspection method that evaluates file content based on header bytes. An authenticated attacker could encrypt files, preserving the first four bytes and preventing this particular method fro...

CVE-2025-62002 BullWall Ransomware Containment file count detection bypass

BullWall Ransomware Containment considers the number of files modified to trigger detection. An authenticated attacker could encrypt a single possibly large file without triggering detection if thresholds are configured to require multiple file changes. The number of files to trigger detection ca...

CVE-2025-62001 BullWall Ransomware Containment hard-coded folder exclusions

BullWall Ransomware Containment supports configurable file and directory exclusions such as '$RECYCLE.BIN' to balance monitoring scope and performance. Certain exclusion patterns could allow an authenticated attacker to rename directories in a way that avoids monitoring. Fixed in 4.6.1.14 and...

CVE-2025-62000

BullWall Ransomware Containment may not always detect an encrypted file. This issue affects a specific file inspection method that evaluates file content based on header bytes. An authenticated attacker could encrypt files, preserving the first four bytes and preventing this particular method fro...

Security update for salt

This update for salt fixes the following issues: Security issues fixed: CVE-2025-62349: Added minimumauthversion to enforce security bsc1254257 CVE-2025-62348: Fixed Junos module yaml loader bsc1254256 Backport security fixes for vendored tornado BDSA-2024-3438 BDSA-2024-3439 BDSA-2024-9026 Other...

SUSE-SU-2025:4475-1 Security update for salt

This update for salt fixes the following issues: - Security issues fixed: - CVE-2025-62349: Added minimumauthversion to enforce security bsc1254257 - CVE-2025-62348: Fixed Junos module yaml loader bsc1254256 - Backport security fixes for vendored tornado BDSA-2024-3438 BDSA-2024-3439 BDSA-2024-90...

CVE-2025-14841

creationtimestamp| type| source ---|---|--- 2025-12-18 01:28:08+00:00| seen| https://bsky.app/profile/cve.skyfleet.blue/post/3ma7zjrxu7x2r...

Phishing Detection System: An Ensemble Approach Using Character-Level CNN and Feature Engineering

In actuality, phishing attacks remain one of the most prevalent cybersecurity risks in existence today, with malevolent actors constantly changing their strategies to successfully trick users. This paper presents an AI model for a phishing detection system that uses an ensemble approach to combin...

PT-2025-52338

Name of the Vulnerable Software and Affected Versions BullWall Ransomware Containment versions 4.6.0.0 through 4.6.1.4 Description BullWall Ransomware Containment does not fully inspect files to identify ransomware. An attacker with valid credentials can bypass detection by encrypting a file whil...

BullWall Ransomware Containment 安全漏洞

BullWall Ransomware Containment is a ransomware protection software from BullWall Denmark. A security vulnerability exists in BullWall Ransomware Containment versions 4.6.0.0, 4.6.0.6, 4.6.0.7, and 4.6.1.4, which stems from an incomplete file check and could lead to bypassing detection...

BullWall Ransomware Containment 安全漏洞

BullWall Ransomware Containment is a ransomware protection software from BullWall Denmark. A security vulnerability exists in BullWall Ransomware Containment versions 4.6.0.0, 4.6.0.6, 4.6.0.7, and 4.6.1.4 that stems from a dependency on the number of file modifications to trigger detection, whic...

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...

BullWall Ransomware Containment 安全漏洞

BullWall Ransomware Containment is a ransomware protection software from BullWall Denmark. A security vulnerability exists in BullWall Ransomware Containment versions 4.6.0.0, 4.6.0.6, 4.6.0.7, and 4.6.1.4, which stems from an unmonitored exclusion file path that could lead to bypassing detection...