CVE-2026-18621 Data-sciences-pipeline: dsp: v1 argo template path accepts arbitrary workflow spec, bypassing all v2 security hardening

A flaw was found in Data Science Pipelines DSP. An attacker with namespace editor privileges can bypass security hardening by submitting a malicious Argo Workflow through the V1 API path. This allows the API server to create pods with elevated privileges, acting as a 'confused deputy' on behalf o...

CVE-2026-18617 Data-science-pipelines-operator: dspo: mysql dsn parameter injection via customextraparams enables local infile file exfiltration from operator pod

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-2026-18621

A flaw was found in Data Science Pipelines DSP. An attacker with namespace editor privileges can bypass security hardening by submitting a malicious Argo Workflow through the V1 API path. This allows the API server to create pods with elevated privileges, acting as a 'confused deputy' on behalf o...

CVE-2026-18617

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...

EUVD-2026-55813

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-2026-18617

The CVE-2026-18617 entry describes a vulnerability in the Data Science Pipelines Operator (DSPO) where a namespace editor can exploit the spec.database.customExtraParams field to inject dangerous parameters into the MySQL DSN. This can enable LOCAL INFILE and allow exfiltration of sensitive files...

EUVD-2026-55812

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-2026-18608

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-2026-18608 Data-science-pipelines-operator: dspo: operator clusterrole grants pods/exec:*, kubeflow.org */*, and clusterrole/binding crud cluster-wide

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-2026-18617

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-2026-18608

The vulnerability CVE-2026-18608 affects the Data Science Pipelines Operator (DSPO). Its ClusterRole grants excessive privileges beyond what is needed, including pods/exec and cluster-wide role/binding control. If a DSPO pod is compromised, an attacker could leverage these permissions to achieve ...

CVE-2026-18608 Data-science-pipelines-operator: dspo: operator clusterrole grants pods/exec:*, kubeflow.org */*, and clusterrole/binding crud cluster-wide

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-2026-18608

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...

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-2026-69960

Name of the Vulnerable Software and Affected Versions Data Science Pipelines affected versions not specified Description An attacker with namespace editor privileges can bypass security hardening by submitting a malicious Argo Workflow through the 'V1 API' path. This issue allows the API server t...

PT-2026-69959

Name of the Vulnerable Software and Affected Versions Data Science Pipelines affected versions not specified Description An improper authorization issue exists in the setDefaultServiceAccount function. A restricted user or tenant can bypass authorization checks by specifying a more privileged...

PT-2026-69957

Name of the Vulnerable Software and Affected Versions Data Science Pipelines Operator affected versions not specified Description A flaw exists in the Data Science Pipelines Operator where a namespace editor can inject dangerous parameters into the MySQL Data Source Name DSN string via the...

Deserialization of Untrusted Data

Overview ai-data-science-team is a Build and run an AI-powered data science team. Affected versions of this package are vulnerable to Deserialization of Untrusted Data via the loadpickle function in aidatascienceteam/tools/dataloader.py. An attacker can execute arbitrary code by supplying a...

CVE-2025-63603

A command injection vulnerability exists in the MCP Data Science Server's reading-plus-ai/mcp-server-data-exploration 0.1.6 in the safeeval function src/mcpserverds/server.py:108. The function uses Python's exec to execute user-supplied scripts but fails to restrict the builtins dictionary in the...

PT-2025-47331

Name of the Vulnerable Software and Affected Versions MCP Data Science Server version 0.1.6 Description A command injection issue exists in the safe eval function src/mcp server ds/server.py:108 of the software. The function utilizes Python’s exec to run scripts provided by users, but it does not...