CVE-2026-18608

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-2026-15581

CVE-2026-15581 : A flaw in the TrustyAI Service (TAS) deployment allows any pod on the cluster network to bypass authentication and directly access the TAS backend API, enabling reading, tampering, or deletion of monitoring data and configurations, and injection of arbitrary data into the service...

CVE-2026-15581 Trustyai-service-operator: trustyai-service-operator: tas internal service bypasses kube-rbac-proxy, exposing unauthenticated quarkus api cluster-wide

A flaw was found in the TrustyAI Service TAS deployment. This vulnerability allows any pod on the cluster network to bypass authentication and directly access the TAS backend API. An attacker can exploit this to read, tamper with, or delete monitoring data and configurations, and inject arbitrary...

CVE-2026-15467 Trustyai-service-operator: trustyai-service-operator: lmevaljob sidecar containers bypass protected environment variable filtering, allowing trust_remote_code policy override

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-2026-15467

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...

EUVD-2026-55809

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-2026-15467 Trustyai-service-operator: trustyai-service-operator: lmevaljob sidecar containers bypass protected environment variable filtering, allowing trust_remote_code policy override

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-2026-15467

Trustyai-service-operator vulnerability CVE-2026-15467 affects the LMEvalJob controller. An authenticated cluster user can abuse a sidecar container to bypass environment-variable filtering and security policies, enabling remote code execution within the cluster. CVSS 3.1 base score 8.1 (HIGH) wi...

CVE-2026-15467

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-2026-72565

Tencent APIJSON (up to 8.1.8) contains a SQL injection in the Map-form @having operator that bypasses per-table access control, enabling unauthenticated remote attackers to read arbitrary database tables. The APIJSONORM AbstractSQLConfig.java applies per-role allow-list checks only to the String ...

CVE-2026-72565 Tencent APIJSON - Unauthenticated SQL Injection via @having Operator Map-Form Bypass

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...

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...

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...

PT-2026-69968

Name of the Vulnerable Software and Affected Versions RHOAI training-operator affected versions not specified Description A flaw allows users with standard edit or admin roles in any Kubernetes namespace to escalate privileges. By creating training jobs, an attacker can impersonate service...

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...

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-2026-18611: Use of Cryptographically Weak Pseudo-Random Number Generator (PRNG)

A flaw was found in the Data Science Pipelines Operator. This vulnerability allows an unauthenticated attacker to derive sensitive credentials, such as MariaDB root/user passwords and MinIO access/secret keys, if they can access the MinIO Route or MariaDB Service. The flaw occurs because the...

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'...

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...