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    108 vulnerabilities by lfprojects

    CVE-2026-10803 (GCVE-0-2026-10803)

    Vulnerability from cvelistv5 – Published: 2026-06-04 11:45 – Updated: 2026-06-04 12:55
    VLAI
    Title
    MLflow Dataset Digest Computation digest_utils.py mlflow.data.digest_utils weak hash
    Summary
    A flaw has been found in MLflow up to 3.10.0. This issue affects the function mlflow.data.digest_utils of the file mlflow/data/digest_utils.py of the component Dataset Digest Computation. This manipulation causes use of weak hash. It is possible to launch the attack on the local host. The attack is considered to have high complexity. The exploitability is assessed as difficult. The exploit has been published and may be used. The project was informed of the problem early through a pull request but has not reacted yet.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    Assigner
    References
    URL Tags
    https://vuldb.com/vuln/368252 vdb-entrytechnical-description
    https://vuldb.com/vuln/368252/cti signaturepermissions-required
    https://vuldb.com/cve/CVE-2026-10803 third-party-advisory
    https://vuldb.com/submit/831462 third-party-advisory
    https://github.com/mlflow/mlflow/issues/22419 exploitissue-tracking
    https://github.com/mlflow/mlflow/pull/22420 issue-trackingpatch
    https://github.com/mlflow/mlflow/ product
    Impacted products
    Vendor Product Version
    n/a MLflow Affected: 3.0
    Affected: 3.1
    Affected: 3.2
    Affected: 3.3
    Affected: 3.4
    Affected: 3.5
    Affected: 3.6
    Affected: 3.7
    Affected: 3.8
    Affected: 3.9
    Affected: 3.10.0
        cpe:2.3:a:mlflow:mlflow:*:*:*:*:*:*:*:*
    Credits
    Dem0 (VulDB User) VulDB CNA Team
    Show details on NVD website

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    CVE-2026-4035 (GCVE-0-2026-4035)

    Vulnerability from cvelistv5 – Published: 2026-06-03 07:18 – Updated: 2026-06-03 13:10
    VLAI
    Title
    Environment Variable Resolution Vulnerability in mlflow/mlflow
    Summary
    A vulnerability in mlflow/mlflow versions prior to 3.11.0 allows for the resolution of environment variables in AI Gateway secrets, which can be exploited to exfiltrate sensitive server-side environment credentials to an attacker-controlled endpoint. This issue arises because the `api_key` field in gateway secrets can accept `$ENV_VAR` references, which are resolved against the MLflow server's environment during runtime. The resolved secrets are then sent in provider authentication headers to the configured upstream `api_base`. This vulnerability can be exploited by low-privileged authenticated users in basic-auth deployments or by unauthenticated users in default deployments without `basic-auth`. The impact includes potential leakage of sensitive credentials such as cloud artifact credentials (`AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY`), which could lead to artifact poisoning and cross-boundary code execution in downstream environments. The issue is fixed in version 3.11.0.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-201 - Insertion of Sensitive Information Into Sent Data
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , < 3.11.0 (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-3198 (GCVE-0-2026-3198)

    Vulnerability from cvelistv5 – Published: 2026-06-02 02:50 – Updated: 2026-06-02 13:32
    VLAI
    Title
    Improper Access Control in mlflow/mlflow
    Summary
    MLflow 3.9.0 with basic-auth (`--app-name basic-auth`) fails to enforce authorization checks for multiple Gateway API 'list' endpoints. Specifically, the `BEFORE_REQUEST_HANDLERS` dictionary in `mlflow/server/auth/__init__.py` does not include entries for `ListGatewaySecretInfos`, `ListGatewayEndpoints`, and `ListGatewayModelDefinitions`. This allows any authenticated user, regardless of their assigned permissions, to enumerate all gateway secrets, endpoints, and model definitions. This vulnerability exposes sensitive information, such as API keys, endpoint configurations, and proprietary model definitions, to unauthorized users.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-284 - Improper Access Control
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , ≤ latest (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-2651 (GCVE-0-2026-2651)

    Vulnerability from cvelistv5 – Published: 2026-05-25 06:00 – Updated: 2026-05-27 03:55
    VLAI
    Title
    Missing Authorization Validation in mlflow/mlflow
    Summary
    A vulnerability in MLflow versions <=3.10.1.dev0 allows unauthorized access to multipart upload (MPU) endpoints when the `--serve-artifacts` mode is enabled. The authorization logic does not enforce resource-level permission checks for `/mlflow-artifacts/mpu/*` endpoints, enabling attackers to overwrite artifacts belonging to other users. This can lead to unauthorized cross-user writes, model supply chain poisoning, and arbitrary code execution when compromised models are loaded. The issue is resolved in version 3.10.0.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , < 3.10.0 (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-2734 (GCVE-0-2026-2734)

    Vulnerability from cvelistv5 – Published: 2026-05-21 03:49 – Updated: 2026-05-21 12:40
    VLAI
    Title
    Authorization Bypass in SearchModelVersions in mlflow/mlflow
    Summary
    In mlflow/mlflow versions up to 3.9.0, the `SearchModelVersions` REST API endpoint and the `mlflowSearchModelVersions` GraphQL query lack proper per-model authorization checks when basic authentication is enabled. This allows any authenticated user to enumerate all model versions across all registered models, regardless of their permission level. The issue arises due to the absence of `SearchModelVersions` in the `BEFORE_REQUEST_VALIDATORS` and `AFTER_REQUEST_HANDLERS` for the REST API, and its omission from `GraphQLAuthorizationMiddleware.PROTECTED_FIELDS` for GraphQL. This vulnerability can expose sensitive information such as model names, version descriptions, source URIs, tags, and other metadata, potentially revealing proprietary or confidential details in multi-tenant environments. The issue is resolved in version 3.10.0.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-284 - Improper Access Control
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , < 3.10.0 (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-4137 (GCVE-0-2026-4137)

    Vulnerability from cvelistv5 – Published: 2026-05-18 20:26 – Updated: 2026-05-19 12:47
    VLAI
    Title
    Incomplete Fix for CVE-2025-10279: Insecure Temporary Directory Permissions in mlflow/mlflow
    Summary
    In mlflow/mlflow versions prior to 3.11.0, the `get_or_create_nfs_tmp_dir()` function in `mlflow/utils/file_utils.py` creates temporary directories with world-writable permissions (0o777), and the `_create_model_downloading_tmp_dir()` function in `mlflow/pyfunc/__init__.py` creates directories with group-writable permissions (0o770). These insecure permissions allow local attackers to tamper with model artifacts, such as cloudpickle-serialized Python objects, and achieve arbitrary code execution when the tampered artifacts are deserialized via `cloudpickle.load()`. This vulnerability is particularly critical in environments with shared NFS mounts, such as Databricks, where NFS is enabled by default. The issue is a continuation of the vulnerability class addressed in CVE-2025-10279, which was only partially fixed.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-378 - Creation of Temporary File With Insecure Permissions
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , < 3.11.0 (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-2652 (GCVE-0-2026-2652)

    Vulnerability from cvelistv5 – Published: 2026-05-15 02:13 – Updated: 2026-05-15 13:22
    VLAI
    Title
    Authentication Bypass in mlflow/mlflow
    Summary
    A vulnerability in mlflow/mlflow versions 3.9.0 and earlier allows unauthenticated access to certain FastAPI routes when the server is started with authentication enabled (`--app-name basic-auth`) and served via uvicorn (ASGI). The FastAPI permission middleware only enforces authentication on `/gateway/` routes, leaving other routes such as the Job API (`/ajax-api/3.0/jobs/*`) and the OpenTelemetry trace ingestion API (`/v1/traces`) unprotected. This allows unauthenticated remote attackers to submit jobs, read job results, cancel running jobs, and inject arbitrary trace data into experiments. The issue arises from an architectural mismatch between Flask and FastAPI authentication mechanisms, where the `_find_fastapi_validator()` function fails to handle non-`/gateway/` paths, resulting in a complete authentication bypass. This vulnerability is fixed in version 3.10.0.
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-305 - Authentication Bypass by Primary Weakness
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , < 3.10.0 (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-44428 (GCVE-0-2026-44428)

    Vulnerability from cvelistv5 – Published: 2026-05-14 21:09 – Updated: 2026-05-15 14:22
    VLAI
    Title
    MCP Registry: GitHub OIDC tokens replayable across registry deployments due to shared audience
    Summary
    The MCP Registry provides MCP clients with a list of MCP servers, like an app store for MCP servers. Prior to 1.7.6, the client-side and server-side GitHub OIDC flow is bound only to a global audience string, not to the specific registry instance being targeted. On the client side, the publisher always appends audience=mcp-registry when requesting the GitHub Actions ID token, regardless of the selected --registry URL. On the server side, the exchange endpoint validates only that same fixed audience and then derives publish permissions directly from repository_owner. As a result, a token legitimately obtained while interacting with one registry deployment remains acceptable to any other deployment that shares the same code and audience string. This vulnerability is fixed in 1.7.6.
    SSVC
    Exploitation: none Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-918 - Server-Side Request Forgery (SSRF)
    Assigner
    References
    Impacted products
    Show details on NVD website

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    CVE-2026-44429 (GCVE-0-2026-44429)

    Vulnerability from cvelistv5 – Published: 2026-05-14 21:05 – Updated: 2026-05-15 14:20
    VLAI
    Title
    MCP Registry: Stored XSS in catalogue UI via attribute-quote breakout in publisher-controlled `websiteUrl`
    Summary
    The MCP Registry provides MCP clients with a list of MCP servers, like an app store for MCP servers. Prior to 1.7.7, the public catalogue UI served at GET / (file internal/api/handlers/v0/ui_index.html) is vulnerable to stored cross-site scripting via the server.websiteUrl field of any published server.json. Server-side validation in internal/validators/validators.go (validateWebsiteURL) only checks that the URL parses, is absolute, and uses the https scheme; it does not reject quote characters. Client-side, the value is interpolated into a double-quoted href attribute via innerHTML, using a homegrown escapeHtml helper that performs the standard textContent → innerHTML round-trip. Per the HTML serialisation algorithm, that round-trip encodes only &, <, > and U+00A0 inside text nodes — it does not encode " or '. A literal " in websiteUrl therefore breaks out of the href attribute, allowing arbitrary on* event handlers to be appended to the same <a> element. The Content-Security-Policy on / is script-src 'self' 'unsafe-inline' https://cdn.tailwindcss.com, so the injected event handlers execute. Any user able to obtain a publish token (e.g. via POST /v0/auth/github-at with their own GitHub account, or POST /v0/auth/none on a deployment that has anonymous auth enabled) can plant a poisoned record visible to every visitor of the registry homepage. This vulnerability is fixed in 1.7.7.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-79 - Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')
    • CWE-116 - Improper Encoding or Escaping of Output
    Assigner
    References
    Impacted products
    Show details on NVD website

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    CVE-2026-44430 (GCVE-0-2026-44430)

    Vulnerability from cvelistv5 – Published: 2026-05-14 21:02 – Updated: 2026-05-15 18:05
    VLAI
    Title
    MCP Registry: Unauthenticated SSRF: HTTP namespace verification dials 6to4 / NAT64 / site-local IPv6 addresses, bypassing private-address allowlist
    Summary
    The MCP Registry provides MCP clients with a list of MCP servers, like an app store for MCP servers. Prior to 1.7.7, the Registry's HTTP-based namespace verification (POST /v0/auth/http, POST /v0.1/auth/http) uses safeDialContext (internal/api/handlers/v0/auth/http.go:67-110) to refuse dialling private/internal addresses when fetching the well-known public-key file from a publisher-supplied domain. The blocklist (isBlockedIP, lines 125-133) relies entirely on Go stdlib's IsLoopback / IsPrivate / IsLinkLocalUnicast / IsMulticast / IsUnspecified plus a manual CGNAT range. None of these cover IPv6 6to4 (2002::/16), NAT64 (64:ff9b::/96 and 64:ff9b:1::/48 per RFC 8215), or deprecated site-local (fec0::/10) — all of which encode arbitrary IPv4 in the address bits and tunnel to RFC1918 / cloud-metadata services on dual-stack / NAT64-enabled hosts. This vulnerability is fixed in 1.7.7.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-918 - Server-Side Request Forgery (SSRF)
    Assigner
    References
    Impacted products
    Show details on NVD website

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    CVE-2026-2614 (GCVE-0-2026-2614)

    Vulnerability from cvelistv5 – Published: 2026-05-11 19:02 – Updated: 2026-05-12 13:33
    VLAI
    Title
    Arbitrary File Read via Prompt Tag Source Validation Bypass in mlflow/mlflow
    Summary
    A vulnerability in the `_create_model_version()` handler of `mlflow/server/handlers.py` in mlflow/mlflow versions 3.9.0 and earlier allows an unauthenticated remote attacker to read arbitrary files from the server's filesystem. The issue arises when a `CreateModelVersion` request includes the tag `mlflow.prompt.is_prompt`, which bypasses source path validation. This enables an attacker to store an arbitrary local filesystem path as the model version source. The `get_model_version_artifact_handler()` function later uses this source to serve files without verifying the model version's prompt status, leading to a complete confidentiality compromise. This issue is fixed in version 3.10.0.
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-22 - Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , < 3.10.0 (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-2393 (GCVE-0-2026-2393)

    Vulnerability from cvelistv5 – Published: 2026-05-11 16:30 – Updated: 2026-05-11 18:52
    VLAI
    Title
    Server-Side Request Forgery (SSRF) in mlflow/mlflow
    Summary
    A Server-Side Request Forgery (SSRF) vulnerability exists in MLflow versions prior to 3.9.0. The `_create_webhook()` function in `mlflow/server/handlers.py` accepts a user-controlled `url` parameter without validation, and the `_send_webhook_request()` function in `mlflow/webhooks/delivery.py` sends HTTP POST requests to this attacker-controlled URL. This allows an authenticated attacker to force the MLflow backend to send HTTP requests to internal services, cloud metadata endpoints, or arbitrary external servers. The lack of input sanitization, URL scheme filtering, or allowlist validation on the webhook URL enables exploitation, potentially leading to cloud credential theft, internal network access, and data exfiltration.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-918 - Server-Side Request Forgery (SSRF)
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , < 3.10.0 (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-40090 (GCVE-0-2026-40090)

    Vulnerability from cvelistv5 – Published: 2026-04-14 23:46 – Updated: 2026-04-15 16:13
    VLAI
    Title
    Zarf has a Path Traversal via Malicious Package Metadata.Name — Arbitrary File Write
    Summary
    Zarf is an Airgap Native Packager Manager for Kubernetes. Versions 0.23.0 through 0.74.1 contain an arbitrary file write vulnerability in the zarf package inspect sbom and zarf package inspect documentation subcommands. These subcommands output file paths are constructed by joining a user-controlled output directory with the package's Metadata.Name field read directly from the untrusted package's zarf.yaml manifest. Although Metadata.Name is validated against a regex on package creation, an attacker can unarchive a package to modify the Metadata.Name field to contain path traversal sequences such as ../../etc/cron.d/malicious or absolute paths like /home/user/.ssh/authorized_keys, along with the corresponding files inside SBOMS.tar. This allows writing attacker-controlled content to arbitrary filesystem locations within the permissions of the user running the inspect command. This issue has been fixed in version 0.74.2.
    SSVC
    Exploitation: none Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-22 - Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')
    Assigner
    References
    Impacted products
    Vendor Product Version
    zarf-dev zarf Affected: >= 0.23.0, < 0.74.2
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-35568 (GCVE-0-2026-35568)

    Vulnerability from cvelistv5 – Published: 2026-04-07 21:06 – Updated: 2026-04-08 15:43
    VLAI
    Title
    MCP Java-SDK has a DNS Rebinding Vulnerability
    Summary
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    SSVC
    Exploitation: none Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-346 - Origin Validation Error
    Assigner
    References
    Impacted products
    Show details on NVD website

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    CVE-2026-33866 (GCVE-0-2026-33866)

    Vulnerability from cvelistv5 – Published: 2026-04-07 12:57 – Updated: 2026-04-14 15:12
    VLAI
    Title
    Authorization Bypass in MLflow AJAX Endpoint
    Summary
    MLflow is vulnerable to an authorization bypass affecting the AJAX endpoint used to download saved model artifacts. Due to missing access‑control validation, a user without permissions to a given experiment can directly query this endpoint and retrieve model artifacts they are not authorized to access. This issue affects MLflow version through 3.10.1
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    Assigner
    Impacted products
    Vendor Product Version
    Mlflow Mlflow Affected: 0 , ≤ 3.10.1 (semver)
    Create a notification for this product.
    Credits
    Sławomir Zakrzewski (AFINE)
    Show details on NVD website

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    CVE-2026-33865 (GCVE-0-2026-33865)

    Vulnerability from cvelistv5 – Published: 2026-04-07 12:57 – Updated: 2026-04-14 15:13
    VLAI
    Title
    Stored XSS via unsafe YAML parsing in MLflow
    Summary
    MLflow is vulnerable to Stored Cross-Site Scripting (XSS) caused by unsafe parsing of YAML-based MLmodel artifacts in its web interface. An authenticated attacker can upload a malicious MLmodel file containing a payload that executes when another user views the artifact in the UI. This allows actions such as session hijacking or performing operations on behalf of the victim. This issue affects MLflow version through 3.10.1
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-79 - Improper Neutralization of Input During Web Page Generation (XSS or 'Cross-site Scripting')
    Assigner
    Impacted products
    Vendor Product Version
    Mlflow Mlflow Affected: 0 , ≤ 3.10.1 (semver)
    Create a notification for this product.
    Credits
    Sławomir Zakrzewski (AFINE)
    Show details on NVD website

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    CVE-2026-0545 (GCVE-0-2026-0545)

    Vulnerability from cvelistv5 – Published: 2026-04-03 17:03 – Updated: 2026-04-03 17:49
    VLAI
    Title
    Missing Authentication for Critical Function in mlflow/mlflow
    Summary
    In mlflow/mlflow, the FastAPI job endpoints under `/ajax-api/3.0/jobs/*` are not protected by authentication or authorization when the `basic-auth` app is enabled. This vulnerability affects the latest version of the repository. If job execution is enabled (`MLFLOW_SERVER_ENABLE_JOB_EXECUTION=true`) and any job function is allowlisted, any network client can submit, read, search, and cancel jobs without credentials, bypassing basic-auth entirely. This can lead to unauthenticated remote code execution if allowed jobs perform privileged actions such as shell execution or filesystem changes. Even if jobs are deemed safe, this still constitutes an authentication bypass, potentially resulting in job spam, denial of service (DoS), or data exposure in job results.
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-306 - Missing Authentication for Critical Function
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , ≤ latest (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-34742 (GCVE-0-2026-34742)

    Vulnerability from cvelistv5 – Published: 2026-04-02 18:32 – Updated: 2026-04-03 15:59
    VLAI
    Title
    Model Context Protocol Go SDK: DNS Rebinding Protection Disabled by Default for Servers Running on Localhost
    Summary
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    SSVC
    Exploitation: none Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-1188 - Insecure Default Initialization of Resource
    Assigner
    Impacted products
    Show details on NVD website

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    CVE-2026-34237 (GCVE-0-2026-34237)

    Vulnerability from cvelistv5 – Published: 2026-03-31 15:40 – Updated: 2026-06-09 18:39
    VLAI
    Title
    MCP Java SDK has a Hardcoded Wildcard CORS (Access-Control-Allow-Origin: *)
    Summary
    MCP Java SDK is the official Java SDK for Model Context Protocol servers and clients. Prior to versions 0.83.0, 1.0.1, and 1.1.1, there is a hardcoded wildcard CORS vulnerability. This issue has been patched in versions 0.83.0, 1.0.1, and 1.1.1.
    SSVC
    Exploitation: none Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-942 - Permissive Cross-domain Policy with Untrusted Domains
    Assigner
    Impacted products
    Vendor Product Version
    modelcontextprotocol java-sdk Affected: >= 1.0.0, < 1.0.1
    Affected: >= 1.1.0, < 1.1.1
    Affected: < 0.18.3
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-0596 (GCVE-0-2026-0596)

    Vulnerability from cvelistv5 – Published: 2026-03-31 14:25 – Updated: 2026-04-01 03:55
    VLAI
    Title
    Command Injection in mlflow/mlflow
    Summary
    A command injection vulnerability exists in mlflow/mlflow when serving a model with `enable_mlserver=True`. The `model_uri` is embedded directly into a shell command executed via `bash -c` without proper sanitization. If the `model_uri` contains shell metacharacters, such as `$()` or backticks, it allows for command substitution and execution of attacker-controlled commands. This vulnerability affects the latest version of mlflow/mlflow and can lead to privilege escalation if a higher-privileged service serves models from a directory writable by lower-privileged users.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-78 - Improper Neutralization of Special Elements used in an OS Command
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , ≤ latest (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2025-15379 (GCVE-0-2025-15379)

    Vulnerability from cvelistv5 – Published: 2026-03-30 07:16 – Updated: 2026-03-31 13:50
    VLAI
    Title
    Command Injection in mlflow/mlflow
    Summary
    A command injection vulnerability exists in MLflow's model serving container initialization code, specifically in the `_install_model_dependencies_to_env()` function. When deploying a model with `env_manager=LOCAL`, MLflow reads dependency specifications from the model artifact's `python_env.yaml` file and directly interpolates them into a shell command without sanitization. This allows an attacker to supply a malicious model artifact and achieve arbitrary command execution on systems that deploy the model. The vulnerability affects versions 3.8.0 and is fixed in version 3.8.2.
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-77 - Improper Neutralization of Special Elements used in a Command ('Command Injection')
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , < 3.8.2 (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2025-15036 (GCVE-0-2025-15036)

    Vulnerability from cvelistv5 – Published: 2026-03-30 01:16 – Updated: 2026-03-31 03:55
    VLAI
    Title
    Path Traversal Vulnerability in mlflow/mlflow
    Summary
    A path traversal vulnerability exists in the `extract_archive_to_dir` function within the `mlflow/pyfunc/dbconnect_artifact_cache.py` file of the mlflow/mlflow repository. This vulnerability, present in versions before v3.7.0, arises due to the lack of validation of tar member paths during extraction. An attacker with control over the tar.gz file can exploit this issue to overwrite arbitrary files or gain elevated privileges, potentially escaping the sandbox directory in multi-tenant or shared cluster environments.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-29 - Path Traversal: '\..\filename'
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , < 3.9.0 (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-33946 (GCVE-0-2026-33946)

    Vulnerability from cvelistv5 – Published: 2026-03-27 21:20 – Updated: 2026-03-30 18:42
    VLAI
    Title
    MCP Ruby SDK: Insufficient Session Binding Allows SSE Stream Hijacking via Session ID Replay
    Summary
    MCP Ruby SDK is the official Ruby SDK for Model Context Protocol servers and clients. Prior to version 0.9.2, the Ruby SDK's streamable_http_transport.rb implementation contains a session hijacking vulnerability. An attacker who obtains a valid session ID can completely hijack the victim's Server-Sent Events (SSE) stream and intercept all real-time data. Version 0.9.2 contains a patch.
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-384 - Session Fixation
    • CWE-639 - Authorization Bypass Through User-Controlled Key
    Assigner
    Impacted products
    Show details on NVD website

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    CVE-2025-15381 (GCVE-0-2025-15381)

    Vulnerability from cvelistv5 – Published: 2026-03-27 16:17 – Updated: 2026-03-28 03:55
    VLAI
    Title
    Unauthorized Access to Tracing and Assessment Endpoints in mlflow/mlflow
    Summary
    In the latest version of mlflow/mlflow, when the `basic-auth` app is enabled, tracing and assessment endpoints are not protected by permission validators. This allows any authenticated user, including those with `NO_PERMISSIONS` on the experiment, to read trace information and create assessments for traces they should not have access to. This vulnerability impacts confidentiality by exposing trace metadata and integrity by allowing unauthorized creation of assessments. Deployments using `mlflow server --app-name=basic-auth` are affected.
    SSVC
    Exploitation: none Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-200 - Exposure of Sensitive Information to an Unauthorized Actor
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , ≤ latest (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-33252 (GCVE-0-2026-33252)

    Vulnerability from cvelistv5 – Published: 2026-03-23 23:44 – Updated: 2026-03-24 18:39
    VLAI
    Title
    MCP Go SDK Allows Cross-Site Tool Execution for HTTP Servers without Authorizatrion
    Summary
    The Go MCP SDK used Go's standard encoding/json. Prior to version 1.4.1, the Go SDK's Streamable HTTP transport accepted browser-generated cross-site `POST` requests without validating the `Origin` header and without requiring `Content-Type: application/json`. In deployments without Authorization, especially stateless or sessionless configurations, this allows an arbitrary website to send MCP requests to a local server and potentially trigger tool execution. Version 1.4.1 contains a patch for the issue.
    SSVC
    Exploitation: none Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-352 - Cross-Site Request Forgery (CSRF)
    Assigner
    References
    Impacted products
    Show details on NVD website

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    CVE-2025-15031 (GCVE-0-2025-15031)

    Vulnerability from cvelistv5 – Published: 2026-03-18 22:06 – Updated: 2026-03-19 13:52
    VLAI
    Title
    Path Traversal Vulnerability in mlflow/mlflow
    Summary
    A vulnerability in MLflow's pyfunc extraction process allows for arbitrary file writes due to improper handling of tar archive entries. Specifically, the use of `tarfile.extractall` without path validation enables crafted tar.gz files containing `..` or absolute paths to escape the intended extraction directory. This issue affects the latest version of MLflow and poses a high/critical risk in scenarios involving multi-tenant environments or ingestion of untrusted artifacts, as it can lead to arbitrary file overwrites and potential remote code execution.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-22 - Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , ≤ latest (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2025-14287 (GCVE-0-2025-14287)

    Vulnerability from cvelistv5 – Published: 2026-03-15 09:27 – Updated: 2026-03-17 12:44
    VLAI
    Title
    Command Injection in mlflow/mlflow
    Summary
    A command injection vulnerability exists in mlflow/mlflow versions before v3.7.0, specifically in the `mlflow/sagemaker/__init__.py` file at lines 161-167. The vulnerability arises from the direct interpolation of user-supplied container image names into shell commands without proper sanitization, which are then executed using `os.system()`. This allows attackers to execute arbitrary commands by supplying malicious input through the `--container` parameter of the CLI. The issue affects environments where MLflow is used, including development setups, CI/CD pipelines, and cloud deployments.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-94 - Improper Control of Generation of Code
    Assigner
    Impacted products
    Vendor Product Version
    mlflow mlflow/mlflow Affected: unspecified , ≤ latest (custom)
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-29791 (GCVE-0-2026-29791)

    Vulnerability from cvelistv5 – Published: 2026-03-06 20:39 – Updated: 2026-03-09 20:54
    VLAI
    Title
    Agentgateway: Missing parameter sanitization in MCP to OpenAPI conversion
    Summary
    Agentgateway is an open source data plane for agentic AI connectivity within or across any agent framework or environment. Prior to version 0.12.0, when converting MCP tools/call request to OpenAPI request, input path, query, and header values are not sanitized. This issue has been patched in version 0.12.0.
    SSVC
    Exploitation: none Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-20 - Improper Input Validation
    Assigner
    References
    Impacted products
    Vendor Product Version
    agentgateway agentgateway Affected: < 0.12.0
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-29064 (GCVE-0-2026-29064)

    Vulnerability from cvelistv5 – Published: 2026-03-06 16:13 – Updated: 2026-03-06 19:33
    VLAI
    Title
    Zarf: Symlink targets in archives are not validated against destination directory
    Summary
    Zarf is an Airgap Native Packager Manager for Kubernetes. From version 0.54.0 to before version 0.73.1, a path traversal vulnerability in archive extraction allows a specifically crafted Zarf package to create symlinks pointing outside the destination directory, enabling arbitrary file read or write on the system processing the package. This issue has been patched in version 0.73.1.
    SSVC
    Exploitation: none Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-22 - Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')
    Assigner
    References
    Impacted products
    Vendor Product Version
    zarf-dev zarf Affected: >= 0.54.0, < 0.73.1
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-27896 (GCVE-0-2026-27896)

    Vulnerability from cvelistv5 – Published: 2026-02-26 00:47 – Updated: 2026-02-26 17:06
    VLAI
    Title
    MCP Go SDK Vulnerable to Improper Handling of Case Sensitivity
    Summary
    The Go MCP SDK used Go's standard encoding/json.Unmarshal for JSON-RPC and MCP protocol message parsing in versions prior to 1.3.1. Go's standard library performs case-insensitive matching of JSON keys to struct field tags — a field tagged json:"method" would also match "Method", "METHOD", etc. This violated the JSON-RPC 2.0 specification, which defines exact field names. A malicious MCP peer may have been able to send protocol messages with non-standard field casing that the SDK would silently accept. This had the potential for bypassing intermediary inspection and coss-implementation inconsistency. Go's standard JSON unmarshaling was replaced with a case-sensitive decoder in commit 7b8d81c. Users are advised to update to v1.3.1 to resolve this issue.
    SSVC
    Exploitation: none Automatable: yes Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-178 - Improper Handling of Case Sensitivity
    • CWE-436 - Interpretation Conflict
    Assigner
    References
    Impacted products
    Show details on NVD website

    {
      "containers": {
        "adp": [
          {
            "metrics": [
              {
                "other": {
                  "content": {
                    "id": "CVE-2026-27896",
                    "options": [
                      {
                        "Exploitation": "none"
                      },
                      {
                        "Automatable": "yes"
                      },
                      {
                        "Technical Impact": "partial"
                      }
                    ],
                    "role": "CISA Coordinator",
                    "timestamp": "2026-02-26T17:06:14.973622Z",
                    "version": "2.0.3"
                  },
                  "type": "ssvc"
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              }
            ],
            "providerMetadata": {
              "dateUpdated": "2026-02-26T17:06:41.150Z",
              "orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
              "shortName": "CISA-ADP"
            },
            "title": "CISA ADP Vulnrichment"
          }
        ],
        "cna": {
          "affected": [
            {
              "product": "go-sdk",
              "vendor": "modelcontextprotocol",
              "versions": [
                {
                  "status": "affected",
                  "version": "\u003c 1.3.1"
                }
              ]
            }
          ],
          "descriptions": [
            {
              "lang": "en",
              "value": "The Go MCP SDK used Go\u0027s standard encoding/json.Unmarshal for JSON-RPC and MCP protocol message parsing in versions prior to 1.3.1. Go\u0027s standard library performs case-insensitive matching of JSON keys to struct field tags \u2014 a field tagged json:\"method\" would also match \"Method\", \"METHOD\", etc. This violated the JSON-RPC 2.0 specification, which defines exact field names. A malicious MCP peer may have been able to send protocol messages with non-standard field casing that the SDK would silently accept. This had the potential for bypassing intermediary inspection and coss-implementation inconsistency. Go\u0027s standard JSON unmarshaling was replaced with a case-sensitive decoder in commit 7b8d81c. Users are advised to update to v1.3.1 to resolve this issue."
            }
          ],
          "metrics": [
            {
              "cvssV4_0": {
                "attackComplexity": "LOW",
                "attackRequirements": "PRESENT",
                "attackVector": "NETWORK",
                "baseScore": 7,
                "baseSeverity": "HIGH",
                "privilegesRequired": "NONE",
                "subAvailabilityImpact": "NONE",
                "subConfidentialityImpact": "HIGH",
                "subIntegrityImpact": "HIGH",
                "userInteraction": "NONE",
                "vectorString": "CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:N/SC:H/SI:H/SA:N",
                "version": "4.0",
                "vulnAvailabilityImpact": "NONE",
                "vulnConfidentialityImpact": "NONE",
                "vulnIntegrityImpact": "NONE"
              }
            }
          ],
          "problemTypes": [
            {
              "descriptions": [
                {
                  "cweId": "CWE-178",
                  "description": "CWE-178: Improper Handling of Case Sensitivity",
                  "lang": "en",
                  "type": "CWE"
                }
              ]
            },
            {
              "descriptions": [
                {
                  "cweId": "CWE-436",
                  "description": "CWE-436: Interpretation Conflict",
                  "lang": "en",
                  "type": "CWE"
                }
              ]
            }
          ],
          "providerMetadata": {
            "dateUpdated": "2026-02-26T00:47:46.967Z",
            "orgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
            "shortName": "GitHub_M"
          },
          "references": [
            {
              "name": "https://github.com/modelcontextprotocol/go-sdk/security/advisories/GHSA-wvj2-96wp-fq3f",
              "tags": [
                "x_refsource_CONFIRM"
              ],
              "url": "https://github.com/modelcontextprotocol/go-sdk/security/advisories/GHSA-wvj2-96wp-fq3f"
            },
            {
              "name": "https://github.com/modelcontextprotocol/go-sdk/commit/7b8d81c264074404abdf5aa16e2cf0c2d9c64cc0",
              "tags": [
                "x_refsource_MISC"
              ],
              "url": "https://github.com/modelcontextprotocol/go-sdk/commit/7b8d81c264074404abdf5aa16e2cf0c2d9c64cc0"
            }
          ],
          "source": {
            "advisory": "GHSA-wvj2-96wp-fq3f",
            "discovery": "UNKNOWN"
          },
          "title": "MCP Go SDK Vulnerable to Improper Handling of Case Sensitivity"
        }
      },
      "cveMetadata": {
        "assignerOrgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
        "assignerShortName": "GitHub_M",
        "cveId": "CVE-2026-27896",
        "datePublished": "2026-02-26T00:47:46.967Z",
        "dateReserved": "2026-02-24T15:19:29.717Z",
        "dateUpdated": "2026-02-26T17:06:41.150Z",
        "state": "PUBLISHED"
      },
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