CVE-2026-18951: Privilege Defined With Unsafe Actions

A flaw was found in the Red Hat OpenShift AI RHOAI overlay for the training operator. The RHOAI overlay incorrectly aggregates trainjobs management permissions into the native Kubernetes edit ClusterRole. This allows any user with edit ClusterRole permissions in a namespace to create, modify, and...

CVE-2026-18608: Execution with Unnecessary Privileges

A flaw was found in the Data Science Pipelines Operator DSPO. The operator's ClusterRole, which defines its permissions, includes extensive privileges beyond what is necessary for its operation. These excessive permissions, such as the ability to execute commands within pods and manage cluster-wi...

CVE-2026-15467: Incorrect Privilege Assignment

A flaw was found in the trustyai-service-operator's LMEvalJob controller. An authenticated user within the cluster can exploit this vulnerability by configuring a sidecar container to bypass existing security policies. This allows the user to enable and execute untrusted remote code, leading to...

CVE-2026-18982: Execution with Unnecessary Privileges

A flaw was found in the RHOAI training-operator. This vulnerability allows a user with standard edit or admin roles in any Kubernetes namespace to escalate their privileges. Through the creation of training jobs, an attacker can impersonate service accounts, access the host filesystem, and...

PT-2026-69952

Name of the Vulnerable Software and Affected Versions trustyai-service-operator affected versions not specified Description A flaw in the LMEvalJob controller allows an authenticated user within the cluster to bypass security policies by configuring a sidecar container. This bypass enables the...

PT-2026-76469

Summary The Postgres and SQLite stores persist hierarchical namespaces as a dot-joined string "memories", "alice" becomes memories.alice and scoped reads by matching that string with LIKE '%'. Because LIKE has no notion of the . separator, a scoped search or list namespaces also matched sibling...

CVE-2026-72565: Improper Neutralization of Special Elements used in an SQL Command

A SQL injection vulnerability in Tencent APIJSON through 8.1.8 allows unauthenticated remote attackers to bypass per-table access control and read arbitrary database tables via the Map-form @having operator...

Conversational Versus Dashboard Explainable AI for UAV Intrusion Detection: An Empirical Study of Operator Trust and Reliance

Machine learning-based Intrusion Detection Systems IDS have demonstrated superior performance in securing Unmanned Aerial Vehicle UAV networks. However, the 'black-box' nature of these models, combined with the high dimensionality of multimodal cyber-physical data, poses significant...

PT-2026-69956

Name of the Vulnerable Software and Affected Versions Data Science Pipelines Operator affected versions not specified Description A flaw exists where the operator uses a cryptographically weak pseudo-random number generator PRNG—a mathematical algorithm used to generate sequences of numbers that...

PT-2026-69961

Name of the Vulnerable Software and Affected Versions Feast affected versions not specified feast-operator affected versions not specified Description Feast and feast-operator use a default configuration of "no auth", which means no security manager is installed. This allows unauthenticated and...

CVE-2026-18941: Missing Authentication for Critical Function

A flaw was found in Feast and feast-operator. The default configuration for both the Feast SDK and the feast-operator is "noauth," meaning no security manager is installed. This default allows unauthenticated and unauthorized access to feature-server, registry-server, and offline-server endpoints...

CVE-2026-18617: Improperly Controlled Modification of Dynamically-Determined Object Attributes

A flaw was found in the Data Science Pipelines Operator DSPO. A namespace editor can exploit a vulnerability in the spec.database.customExtraParams field, which allows for the injection of dangerous parameters into the MySQL Data Source Name DSN string. By manipulating these parameters, an attack...

PT-2026-69449

Name of the Vulnerable Software and Affected Versions Tencent APIJSON versions prior to 8.1.9 Description A SQL injection issue exists that allows unauthenticated remote attackers to bypass per-table access control and read arbitrary database tables. The flaw is located in the APIJSONORM library'...

Linux Distros Unpatched Vulnerability : CVE-2026-19017

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - Consul Community Edition and Consul Enterprise 1.18.21 through 2.0.2 are vulnerable to a partial arbitrary file read when configured to use the Vault Connect CA...

Azure VM Run Command BIND

BIND payload for listeners/azure/runcommand. After VM metadata is known, the framework runs commands via Azure Run Command operator-side SDK. !/usr/bin/env python3 -- coding: utf-8 -- from kittysploit import class ModulePayload: info = "name": "Azure VM Run Command BIND", "description": "BIND...

stackrox v4.11.3-rc.1

Table of Contents StackRox Kubernetes Security Platform Table of Contents Community Deploying StackRox Quick Installation using Helm Manual Installation using Helm Installation using the Operator Installation via Scripts Kubernetes Distributions EKS, AKS, GKE OpenShift Docker Desktop, Colima, or...

DEBIAN-CVE-2026-19017

Consul Community Edition and Consul Enterprise 1.18.21 through 2.0.2 are vulnerable to a partial arbitrary file read when configured to use the Vault Connect CA provider with JWT or AppRole authentication. A privileged attacker with operator:write permission may direct Consul to read and forward...

CVE-2026-48039 Meta Ads MCP: Unauthenticated HTTP MCP Tool Execution Leaks Operator Meta Access Token

Meta Ads MCP is a Model Context Protocol MCP server that lets AI assistants run Meta Ads. Prior to version 1.0.109, AuthInjectionMiddleware.dispatch at httpauthintegration.py:272 unconditionally forwards unauthenticated Streamable HTTP requests to downstream MCP tool handlers without issuing a 40...

CVE-2026-48039 Meta Ads MCP: Unauthenticated HTTP MCP Tool Execution Leaks Operator Meta Access Token

Meta Ads MCP is a Model Context Protocol MCP server that lets AI assistants run Meta Ads. Prior to version 1.0.109, AuthInjectionMiddleware.dispatch at httpauthintegration.py:272 unconditionally forwards unauthenticated Streamable HTTP requests to downstream MCP tool handlers without issuing a 40...

CVE-2026-48039

CVE-2026-48039 : In Meta Ads MCP, versions before 1.0.109 suffer an authentication bypass where AuthInjectionMiddleware.dispatch() forwards unauthenticated /mcp requests to tool handlers, and when no per-request credential exists, falls back to META_ACCESS_TOKEN. The downstream Graph API error pa...