Kubeflow
Monthly
Server-side request forgery in the Kubeflow Pipelines frontend server (prior to 2.17.0) lets any unauthenticated network client coerce the pipeline UI backend into making arbitrary HTTP/HTTPS requests to internal targets via the /_proxy/ route. Because the route sits outside the authorization middleware even when ENABLE_AUTHZ=true, attackers can reach cloud metadata endpoints, the Kubernetes API, and other cluster-internal services, forwarding chosen methods, Authorization/Cookie headers, and POST bodies while receiving the upstream response. No public exploit identified at time of analysis, but the CVSS 10.0 rating and default reachability make this a critical priority for any exposed Kubeflow deployment.
Authorization token theft in Kubeflow Community Distribution before 26.03-rc.1 lets a low-privileged tenant hijack other users' sessions across the Dashboard, Pipelines API, and Notebooks, resulting in full account and data takeover. Any user holding the kubeflow-edit/Contributor role in any namespace - a role automatically granted when Automatic Profile Creation is enabled - can abuse overly broad Istio permissions to capture the auth tokens of other UI/API users. CVSS is 8.0 (High); there is no public exploit identified at time of analysis and it is not listed in CISA KEV.
There exists a stored XSS Vulnerability in Kubeflow Pipeline View web UI. Rated high severity (CVSS 7.1), this vulnerability is low attack complexity. This Cross-Site Scripting (XSS) vulnerability could allow attackers to inject malicious scripts into web pages viewed by other users.
kubeflow/kubeflow is vulnerable to a Regular Expression Denial of Service (ReDoS) attack due to inefficient regular expression complexity in its email validation mechanism. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. Public exploit code available and no vendor patch available.
Cross-site Scripting (XSS) - Reflected in kubeflow/kubeflow. Rated medium severity (CVSS 6.1), this vulnerability is remotely exploitable, no authentication required, low attack complexity. Public exploit code available and no vendor patch available.
Server-Side Request Forgery (SSRF) in kubeflow/kubeflow. Rated medium severity (CVSS 6.5), this vulnerability is remotely exploitable, low attack complexity. Public exploit code available and no vendor patch available.
Server-side request forgery in the Kubeflow Pipelines frontend server (prior to 2.17.0) lets any unauthenticated network client coerce the pipeline UI backend into making arbitrary HTTP/HTTPS requests to internal targets via the /_proxy/ route. Because the route sits outside the authorization middleware even when ENABLE_AUTHZ=true, attackers can reach cloud metadata endpoints, the Kubernetes API, and other cluster-internal services, forwarding chosen methods, Authorization/Cookie headers, and POST bodies while receiving the upstream response. No public exploit identified at time of analysis, but the CVSS 10.0 rating and default reachability make this a critical priority for any exposed Kubeflow deployment.
Authorization token theft in Kubeflow Community Distribution before 26.03-rc.1 lets a low-privileged tenant hijack other users' sessions across the Dashboard, Pipelines API, and Notebooks, resulting in full account and data takeover. Any user holding the kubeflow-edit/Contributor role in any namespace - a role automatically granted when Automatic Profile Creation is enabled - can abuse overly broad Istio permissions to capture the auth tokens of other UI/API users. CVSS is 8.0 (High); there is no public exploit identified at time of analysis and it is not listed in CISA KEV.
There exists a stored XSS Vulnerability in Kubeflow Pipeline View web UI. Rated high severity (CVSS 7.1), this vulnerability is low attack complexity. This Cross-Site Scripting (XSS) vulnerability could allow attackers to inject malicious scripts into web pages viewed by other users.
kubeflow/kubeflow is vulnerable to a Regular Expression Denial of Service (ReDoS) attack due to inefficient regular expression complexity in its email validation mechanism. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. Public exploit code available and no vendor patch available.
Cross-site Scripting (XSS) - Reflected in kubeflow/kubeflow. Rated medium severity (CVSS 6.1), this vulnerability is remotely exploitable, no authentication required, low attack complexity. Public exploit code available and no vendor patch available.
Server-Side Request Forgery (SSRF) in kubeflow/kubeflow. Rated medium severity (CVSS 6.5), this vulnerability is remotely exploitable, low attack complexity. Public exploit code available and no vendor patch available.