Linux Kernel Security Vulnerabilities

The Linux kernel is the core of the open-source operating system Linux, developed by the Linux Foundation in the United States. There is a security vulnerability in the Linux kernel, which stems from the tw9906 driver failing to release the memory of the v4l2 controller during error detection,...

GLiNER Guard: Unified Encoder Family for Production LLM Safety and Privacy

Production LLM systems require both safety moderation and PII detection under strict latency and cost constraints. This creates a trade-off: autoregressive moderators are accurate but expensive, while lightweight encoders are faster but less capable. We present GLiNER Guard GLiGuard, a unified...

CVE-2026-43578: Incomplete List of Disallowed Inputs

OpenClaw versions 2026.3.31 before 2026.4.10 contain a privilege escalation vulnerability where heartbeat owner downgrade detection misses local background async exec completion events. Attackers can exploit this by providing untrusted completion content to leave a run in a more privileged contex...

A Novel Byte-Level Flow-To-Image Encoding Method for Network Intrusion Detection Systems

Network-based Intrusion Detection Systems IDS are predominantly trained on tabular flow records, whose one-dimensional representations limit convolutional architectures from exploiting inter-feature spatial correlations. This paper presents a novel byte-level flow-to-image encoding method that...

Linux Kernel Security Vulnerabilities

The Linux kernel is the core of the open-source operating system Linux, developed by the Linux Foundation in the United States. There is a security vulnerability in the Linux kernel, which stems from the mtk-smi memory driver not properly releasing device references during larb detection,...

Oracle Linux 10 : systemd (ELSA-2026-13651)

The remote Oracle Linux 10 host has packages installed that are affected by a vulnerability as referenced in the ELSA-2026-13651 advisory. 257-13.0.1.el101.3 - Fix detection of Oracle Virtualization or BM envs Orabug: 37531877 - Avoid udevadm warnings when using udev valid configs Orabug: 3750319...

hbac-bias-detection (>=0.1.7, <=0.2.6) potentially affected by CVE-2026-40934 via jupyter-server (1.16.0)

jupyter-server PYPI version 1.16.0 is affected by a known vulnerability. The following packages have a transitive dependency on jupyter-server and may be impacted: - hbac-bias-detection =0.1.7, =0.2.6 Source cves: CVE-2026-40934 Source advisory: OSV:PYSEC-2026-69...

hbac-bias-detection (>=0.1.7, <=0.2.6) potentially affected by CVE-2026-40110 via jupyter-server (1.16.0)

jupyter-server PYPI version 1.16.0 is affected by a known vulnerability. The following packages have a transitive dependency on jupyter-server and may be impacted: - hbac-bias-detection =0.1.7, =0.2.6 Source cves: CVE-2026-40110 Source advisory: OSV:PYSEC-2026-2187...

Improper Enforcement of Behavioral Workflow

Overview ethyca-fides is an Open-source ecosystem for data privacy as code. Affected versions of this package are vulnerable to Improper Enforcement of Behavioral Workflow in the privacy request approval process when both subjectidentityverificationrequired and...

GHSA-QX5F-GHC2-7G5C Ethyca Fides has a Privacy Request Identity Verification Bypass Vulnerability via Duplicate Detection

Summary Fides deployments that enable both subject identity verification and duplicate privacy request detection are affected by a vulnerability in which an administrator can approve a privacy request whose identity was never verified. For erasure policies, this can result in unauthorized deletio...

Ethyca Fides has a Privacy Request Identity Verification Bypass Vulnerability via Duplicate Detection

Summary Fides deployments that enable both subject identity verification and duplicate privacy request detection are affected by a vulnerability in which an administrator can approve a privacy request whose identity was never verified. For erasure policies, this can result in unauthorized deletio...

hbac-bias-detection (>=0.1.7, <=0.2.6) potentially affected by CVE-2026-35397 via jupyter-server (1.16.0)

jupyter-server PYPI version 1.16.0 is affected by a known vulnerability. The following packages have a transitive dependency on jupyter-server and may be impacted: - hbac-bias-detection =0.1.7, =0.2.6 Source cves: CVE-2026-35397 Source advisory: OSV:PYSEC-2026-68...

hbac-bias-detection (>=0.1.7, <=0.2.6) potentially affected by CVE-2026-40934 via jupyter-server (1.16.0)

jupyter-server PYPI version 1.16.0 is affected by a known vulnerability. The following packages have a transitive dependency on jupyter-server and may be impacted: - hbac-bias-detection =0.1.7, =0.2.6 Source cves: CVE-2026-40934 Source advisory: OSV:GHSA-5MRQ-X3X5-8V8F...

hbac-bias-detection (>=0.1.7, <=0.2.6) potentially affected by CVE-2026-40110 via jupyter-server (1.16.0)

jupyter-server PYPI version 1.16.0 is affected by a known vulnerability. The following packages have a transitive dependency on jupyter-server and may be impacted: - hbac-bias-detection =0.1.7, =0.2.6 Source cves: CVE-2026-40110 Source advisory: OSV:GHSA-24QX-W28J-9M6P...

hbac-bias-detection (>=0.1.7, <=0.2.6) potentially affected by CVE-2026-35397 via jupyter-server (1.16.0)

jupyter-server PYPI version 1.16.0 is affected by a known vulnerability. The following packages have a transitive dependency on jupyter-server and may be impacted: - hbac-bias-detection =0.1.7, =0.2.6 Source cves: CVE-2026-35397 Source advisory: OSV:GHSA-5789-5FC7-67V3...

hbac-bias-detection (>=0.1.7, <=0.2.6) potentially affected by CVE-2025-61669 via jupyter-server (1.16.0)

jupyter-server PYPI version 1.16.0 is affected by a known vulnerability. The following packages have a transitive dependency on jupyter-server and may be impacted: - hbac-bias-detection =0.1.7, =0.2.6 Source cves: CVE-2025-61669 Source advisory: OSV:GHSA-QH7Q-6QM3-653W...

Exploit for Incorrect Resource Transfer Between Spheres in Linux Linux_Kernel

CVE-2026-31431: Detection & Defense Against iouring Bypass of...

hbac-bias-detection (>=0.1.7, <=0.2.6) potentially affected by CVE-2025-61669 via jupyter-server (1.16.0)

jupyter-server PYPI version 1.16.0 is affected by a known vulnerability. The following packages have a transitive dependency on jupyter-server and may be impacted: - hbac-bias-detection =0.1.7, =0.2.6 Source cves: CVE-2025-61669 Source advisory: OSV:PYSEC-2026-67...

Converge Connect: Unlock Lower Premiums with Proven Qualys Security

Key Takeaways Qualys, in collaboration with Converge, has launched an offering that ties your security posture to your cyber insurance costs. The Qualys Converge Connect Insurance Report CCIR supplements manual insurance questionnaires with objective, platform-generated, real-time security data...

CVE-2026-42435

OpenClaw 2026.2.22 through before 2026.4.12 contains an insufficient shell-wrapper detection vulnerability that lets an attacker inject environment variable assignments at the argv level. By bypassing exec preflight handling, an attacker can manipulate high-risk shell variables such as SHELLOPTS ...