Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows

GitHub Continuous Integration CI workflows increasingly integrate Large Language Models LLMs to automate review, triage, content generation, and repository maintenance. This creates a new attack surface: externally controllable workflow inputs can shape LLM prompts and outputs, which may in turn...

ClawGuard: Out-Of-Band Detection of LLM Agent Workflow Hijacking Via EM Side Channel

Autonomous LLM agents face a critical security risk known as workflow hijacking, where attackers subtly alter tool and skill invocations. Existing defenses rely on host-internal telemetry such as audit logs, which can be forged if the host OS is compromised. To solve this, we introduce ClawGuard,...

Demystifying and Detecting Agentic Workflow Injection Vulnerabilities in GitHub Actions

GitHub Actions is increasingly used to deploy LLM-based agents for repository-centric tasks such as issue triage, pull-request review, code modification, and release assistance. These agentic workflows extend traditional CI/CD automation with agentic capabilities but also create a new injection...

NocoBase 2.0.27 - VM Sandbox Escape

Exploit Title: NocoBase 2.0.27 - VM Sandbox Escape Date: 2026-03-26 Exploit Author: Onurcan Genç Vendor Homepage: https://www.nocobase.com/ Software Link: https://github.com/nocobase/nocobase Version: -u -P --cmd "id"...

CVE-2026-42228

n8n is an open source workflow automation platform. Prior to versions 1.123.32, 2.17.4, and 2.18.1, the /chat WebSocket endpoint used by the Chat Trigger node's Hosted Chat feature did not verify that an incoming connection was authorized to interact with the target execution. An unauthenticated...

CVE-2026-43275

In the Linux kernel, the following vulnerability has been resolved: scsi: ufs: core: Flush exception handling work when RPM level is zero Ensure that the exception event handling work is explicitly flushed during suspend when the runtime power management level is set to UFSPMLVL0. When the RPM...

RHCOS 4 : OpenShift Container Platform 4.6.57 (RHSA-2022:1620)

The remote Red Hat Enterprise Linux CoreOS 4 host has packages installed that are affected by multiple vulnerabilities as referenced in the RHSA-2022:1620 advisory. - haproxy: Denial of service via set-cookie2 header CVE-2022-0711 - workflow-cps: OS command execution through crafted SCM contents...

RHCOS 3 : OpenShift Container Platform 3.11.685 (RHSA-2022:1420)

The remote Red Hat Enterprise Linux CoreOS 3 host has packages installed that are affected by multiple vulnerabilities as referenced in the RHSA-2022:1420 advisory. - xstream: Injecting highly recursive collections or maps can cause a DoS CVE-2021-43859 - workflow-cps: OS command execution throug...

RHCOS 4 : OpenShift Container Platform 4.9.26 (RHSA-2022:1021)

The remote Red Hat Enterprise Linux CoreOS 4 host has packages installed that are affected by multiple vulnerabilities as referenced in the RHSA-2022:1021 advisory. - haproxy: Denial of service via set-cookie2 header CVE-2022-0711 - workflow-cps: OS command execution through crafted SCM contents...

RHCOS 4 : OpenShift Container Platform 4.8.35 (RHSA-2022:0871)

The remote Red Hat Enterprise Linux CoreOS 4 host has packages installed that are affected by multiple vulnerabilities as referenced in the RHSA-2022:0871 advisory. - CRI-O: Arbitrary code execution in cri-o via abusing kernel.corepattern kernel parameter CVE-2022-0811 - workflow-cps: OS command...

RHCOS 4 : OpenShift Container Platform 4.10.6 (RHSA-2022:1025)

The remote Red Hat Enterprise Linux CoreOS 4 host has a package installed that is affected by multiple vulnerabilities as referenced in the RHSA-2022:1025 advisory. - workflow-cps: OS command execution through crafted SCM contents CVE-2022-25173 - workflow-cps-global-lib: OS command execution...

RHCOS 4 : Red Hat OpenShift Container Platform 4.1 jenkins-2-plugins (RHSA-2019:2662)

The remote Red Hat Enterprise Linux CoreOS 4 host has a package installed that is affected by multiple vulnerabilities as referenced in the RHSA-2019:2662 advisory. - jenkins-plugin-script-security: Sandbox bypass through type casts in Script Security Plugin CVE-2019-10355 -...

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...

Improper Enforcement of Behavioral Workflow

Overview YAFNET.Core is an Open Source Forum solution! The YAF.NET project is an international collaboration of like-minded, skilled, and creative individuals who are striving to make YAF.NET the most robust and malleable forum solutions available. Affected versions of this package are vulnerable...

Qualys TotalAI Achieves FedRAMP Moderate (FedRAMP Certified Class C) Authorization

Key Takeaways Federal AI adoption is accelerating faster than governance and approved security tooling. Risk now spans models, infrastructure, and the software supply chain. AI threats often mimic normal usage, which makes it difficult to detect with static methods. Meeting mandated federal...

This Week in Spring - May 5th, 2026

Hi, Spring fans! Welcome to another installment of This Week in Spring! It's May 5th, 2026, and I'm in Mainz, Germany, for the legendary JAX conference! It's been infinitely far too long since I've been at this amazing show, and I'm oh-so happy to be back here! Tonight, after my two talks here, I...

Insufficiently Protected Credentials

Overview Affected versions of this package are vulnerable to Insufficiently Protected Credentials via the logging process. An attacker can obtain sensitive artifact repository credentials by accessing workflow pod logs. This is only exploitable if the attacker has Kubernetes RBAC permissions to...

Argo has incomplete fix for CVE-2026-31892: hostNetwork, securityContext, serviceAccountName bypass templateReferencing Strict/Secure

The fix for CVE-2026-31892 commit 534f4ff blocks podSpecPatch when templateReferencing: Strict is active, but doesn't restrict other WorkflowSpec fields that flow through the same merge path and get applied to pods. A user can set hostNetwork: true, override serviceAccountName, or change...

GHSA-3775-99MW-8RP4 Argo has incomplete fix for CVE-2026-31892: hostNetwork, securityContext, serviceAccountName bypass templateReferencing Strict/Secure

The fix for CVE-2026-31892 commit 534f4ff blocks podSpecPatch when templateReferencing: Strict is active, but doesn't restrict other WorkflowSpec fields that flow through the same merge path and get applied to pods. A user can set hostNetwork: true, override serviceAccountName, or change...

Incorrect Authorization

Overview Affected versions of this package are vulnerable to Incorrect Authorization in the JoinWorkflowSpec process. An attacker can gain unauthorized access to host networking, override service account assignments, modify pod security contexts, add tolerations, or enable service account token...