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    12 vulnerabilities by anyscale

    CVE-2026-57516 (GCVE-0-2026-57516)

    Vulnerability from nvd – Published: 2026-07-01 16:36 – Updated: 2026-07-14 21:34 X_Open Source
    VLAI
    Title
    Ray < 2.56.0 Unsafe Deserialization RCE via WebDataset Reader
    Summary
    Ray prior to 2.56.0 contains an unsafe deserialization vulnerability in the WebDataset reader that allows attackers to achieve remote code execution by supplying a malicious tar archive to the read_webdataset() function. The _default_decoder() function in webdataset_datasource.py unconditionally calls pickle.loads() on tar entries with .pkl/.pickle extensions and torch.load() with weights_only=False on .pt/.pth entries, executing arbitrary code inside Ray remote workers on every worker that processes the malicious archive.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-502 - Deserialization of Untrusted Data
    Assigner
    Impacted products
    Vendor Product Version
    Anyscale, Inc Ray Affected: 0 , < 2.56.0 (semver)
    Create a notification for this product.
    Date Public
    2026-05-18 00:00
    Credits
    jeremysommerfeld8910-cpu shakevsky alexchenai SSJCorpSec thesecguy45 sfwani Rahul Karne
    Show details on NVD website

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    CVE-2026-41486 (GCVE-0-2026-41486)

    Vulnerability from nvd – Published: 2026-05-08 21:46 – Updated: 2026-05-12 02:07
    VLAI
    Title
    Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization
    Summary
    Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types (ray.data.arrow_tensor, ray.data.arrow_tensor_v2, ray.data.arrow_variable_shaped_tensor) globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension types, it calls __arrow_ext_deserialize__ on the field's metadata bytes. Ray's implementation passes these bytes directly to cloudpickle.loads(), achieving arbitrary code execution during schema parsing, before any row data is read. This issue has been patched in version 2.55.0.
    SSVC
    Exploitation: none Automatable: yes Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-94 - Improper Control of Generation of Code ('Code Injection')
    • CWE-502 - Deserialization of Untrusted Data
    Assigner
    Impacted products
    Vendor Product Version
    ray-project ray Affected: >= 2.54.0, < 2.55.0
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-32981 (GCVE-0-2026-32981)

    Vulnerability from nvd – Published: 2026-03-17 19:33 – Updated: 2026-07-15 01:07
    VLAI
    Title
    Ray Dashboard <= 2.8.0 Path Traversal Leading to Local File Disclosure
    Summary
    A path traversal vulnerability was identified in Ray Dashboard (default port 8265) in Ray versions prior to 2.8.1. Due to improper validation and sanitization of user-supplied paths in the static file handling mechanism, an attacker can use traversal sequences (e.g., ../) to access files outside the intended static directory, resulting in local file disclosure.
    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
    ray-project Ray Affected: 0 , < 2.8.1 (semver)
    Create a notification for this product.
    Red Hat Red Hat AI Inference Server 3.2 Unaffected: 1774351144 , < * (rpm)
        cpe:/a:redhat:ai_inference_server:3.2::el9
    Create a notification for this product.
    Red Hat Red Hat AI Inference Server 3.2 Unaffected: 1774547384 , < * (rpm)
        cpe:/a:redhat:ai_inference_server:3.2::el9
    Create a notification for this product.
    Red Hat Red Hat AI Inference Server 3.2 Unaffected: 1775252598 , < * (rpm)
        cpe:/a:redhat:ai_inference_server:3.2::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078312 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078429 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078632 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078416 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780417775 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780069146 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078413 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078629 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078414 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780069222 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677779 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677692 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677701 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677741 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677767 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677718 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677716 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677734 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677667 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677717 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677722 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat Enterprise Linux AI (RHEL AI) 3     cpe:/a:redhat:enterprise_linux_ai:3
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI (RHOAI)     cpe:/a:redhat:openshift_ai
    Create a notification for this product.
    Credits
    indoushka
    Show details on NVD website

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    CVE-2026-27482 (GCVE-0-2026-27482)

    Vulnerability from nvd – Published: 2026-02-21 09:18 – Updated: 2026-02-24 18:52
    VLAI
    Title
    Ray: Dashboard DELETE endpoints allow unauthenticated browser-triggered DoS (Serve shutdown / job deletion)
    Summary
    Ray is an AI compute engine. In versions 2.53.0 and below, thedashboard HTTP server blocks browser-origin POST/PUT but does not cover DELETE, and key DELETE endpoints are unauthenticated by default. If the dashboard/agent is reachable (e.g., --dashboard-host=0.0.0.0), a web page via DNS rebinding or same-network access can issue DELETE requests that shut down Serve or delete jobs without user interaction. This is a drive-by availability impact. The fix for this vulnerability is to update to Ray 2.54.0 or higher.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-396 - Declaration of Catch for Generic Exception
    Assigner
    Impacted products
    Vendor Product Version
    ray-project ray Affected: < 2.54.0
    Create a notification for this product.
    Show details on NVD website

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    CVE-2023-48023 (GCVE-0-2023-48023)

    Vulnerability from nvd – Published: 2023-11-28 00:00 – Updated: 2024-10-10 20:23 Disputed
    VLAI
    Summary
    Anyscale Ray 2.6.3 and 2.8.0 allows /log_proxy SSRF. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • n/a
    • CWE-918 - Server-Side Request Forgery (SSRF)
    Assigner
    Show details on NVD website

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    CVE-2023-48022 (GCVE-0-2023-48022)

    Vulnerability from nvd – Published: 2023-11-28 00:00 – Updated: 2025-12-17 16:41 Disputed
    VLAI Shadowserver KEVIntel
    Summary
    Anyscale Ray 2.6.3 and 2.8.0 allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment. (Also, within that environment, customers at version 2.52.0 and later can choose to use token authentication.)
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • n/a
    • CWE-918 - Server-Side Request Forgery (SSRF)
    Assigner
    Impacted products
    Vendor Product Version
    anyscale ray Affected: 2.6.3
        cpe:2.3:a:anyscale:ray:2.6.3:*:*:*:*:*:*:*
    Create a notification for this product.
    anyscale ray Affected: 2.8.0
        cpe:2.3:a:anyscale:ray:2.8.0:*:*:*:*:*:*:*
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-57516 (GCVE-0-2026-57516)

    Vulnerability from cvelistv5 – Published: 2026-07-01 16:36 – Updated: 2026-07-14 21:34 X_Open Source
    VLAI
    Title
    Ray < 2.56.0 Unsafe Deserialization RCE via WebDataset Reader
    Summary
    Ray prior to 2.56.0 contains an unsafe deserialization vulnerability in the WebDataset reader that allows attackers to achieve remote code execution by supplying a malicious tar archive to the read_webdataset() function. The _default_decoder() function in webdataset_datasource.py unconditionally calls pickle.loads() on tar entries with .pkl/.pickle extensions and torch.load() with weights_only=False on .pt/.pth entries, executing arbitrary code inside Ray remote workers on every worker that processes the malicious archive.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-502 - Deserialization of Untrusted Data
    Assigner
    Impacted products
    Vendor Product Version
    Anyscale, Inc Ray Affected: 0 , < 2.56.0 (semver)
    Create a notification for this product.
    Date Public
    2026-05-18 00:00
    Credits
    jeremysommerfeld8910-cpu shakevsky alexchenai SSJCorpSec thesecguy45 sfwani Rahul Karne
    Show details on NVD website

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    CVE-2026-41486 (GCVE-0-2026-41486)

    Vulnerability from cvelistv5 – Published: 2026-05-08 21:46 – Updated: 2026-05-12 02:07
    VLAI
    Title
    Ray: Remote Code Execution via Parquet Arrow Extension Type Deserialization
    Summary
    Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types (ray.data.arrow_tensor, ray.data.arrow_tensor_v2, ray.data.arrow_variable_shaped_tensor) globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension types, it calls __arrow_ext_deserialize__ on the field's metadata bytes. Ray's implementation passes these bytes directly to cloudpickle.loads(), achieving arbitrary code execution during schema parsing, before any row data is read. This issue has been patched in version 2.55.0.
    SSVC
    Exploitation: none Automatable: yes Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-94 - Improper Control of Generation of Code ('Code Injection')
    • CWE-502 - Deserialization of Untrusted Data
    Assigner
    Impacted products
    Vendor Product Version
    ray-project ray Affected: >= 2.54.0, < 2.55.0
    Create a notification for this product.
    Show details on NVD website

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    CVE-2026-32981 (GCVE-0-2026-32981)

    Vulnerability from cvelistv5 – Published: 2026-03-17 19:33 – Updated: 2026-07-15 01:07
    VLAI
    Title
    Ray Dashboard <= 2.8.0 Path Traversal Leading to Local File Disclosure
    Summary
    A path traversal vulnerability was identified in Ray Dashboard (default port 8265) in Ray versions prior to 2.8.1. Due to improper validation and sanitization of user-supplied paths in the static file handling mechanism, an attacker can use traversal sequences (e.g., ../) to access files outside the intended static directory, resulting in local file disclosure.
    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
    ray-project Ray Affected: 0 , < 2.8.1 (semver)
    Create a notification for this product.
    Red Hat Red Hat AI Inference Server 3.2 Unaffected: 1774351144 , < * (rpm)
        cpe:/a:redhat:ai_inference_server:3.2::el9
    Create a notification for this product.
    Red Hat Red Hat AI Inference Server 3.2 Unaffected: 1774547384 , < * (rpm)
        cpe:/a:redhat:ai_inference_server:3.2::el9
    Create a notification for this product.
    Red Hat Red Hat AI Inference Server 3.2 Unaffected: 1775252598 , < * (rpm)
        cpe:/a:redhat:ai_inference_server:3.2::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078312 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078429 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078632 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078416 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780417775 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780069146 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078413 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078629 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780078414 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 2.25 Unaffected: 1780069222 , < * (rpm)
        cpe:/a:redhat:openshift_ai:2.25::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677779 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677692 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677701 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677741 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677767 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677718 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677716 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677734 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677667 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677717 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI 3.3 Unaffected: 1778677722 , < * (rpm)
        cpe:/a:redhat:openshift_ai:3.3::el9
    Create a notification for this product.
    Red Hat Red Hat Enterprise Linux AI (RHEL AI) 3     cpe:/a:redhat:enterprise_linux_ai:3
    Create a notification for this product.
    Red Hat Red Hat OpenShift AI (RHOAI)     cpe:/a:redhat:openshift_ai
    Create a notification for this product.
    Credits
    indoushka
    Show details on NVD website

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    CVE-2026-27482 (GCVE-0-2026-27482)

    Vulnerability from cvelistv5 – Published: 2026-02-21 09:18 – Updated: 2026-02-24 18:52
    VLAI
    Title
    Ray: Dashboard DELETE endpoints allow unauthenticated browser-triggered DoS (Serve shutdown / job deletion)
    Summary
    Ray is an AI compute engine. In versions 2.53.0 and below, thedashboard HTTP server blocks browser-origin POST/PUT but does not cover DELETE, and key DELETE endpoints are unauthenticated by default. If the dashboard/agent is reachable (e.g., --dashboard-host=0.0.0.0), a web page via DNS rebinding or same-network access can issue DELETE requests that shut down Serve or delete jobs without user interaction. This is a drive-by availability impact. The fix for this vulnerability is to update to Ray 2.54.0 or higher.
    SSVC
    Exploitation: poc Automatable: no Technical Impact: partial
    CISA Coordinator (v2.0.3)
    CWE
    • CWE-396 - Declaration of Catch for Generic Exception
    Assigner
    Impacted products
    Vendor Product Version
    ray-project ray Affected: < 2.54.0
    Create a notification for this product.
    Show details on NVD website

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    CVE-2023-48023 (GCVE-0-2023-48023)

    Vulnerability from cvelistv5 – Published: 2023-11-28 00:00 – Updated: 2024-10-10 20:23 Disputed
    VLAI
    Summary
    Anyscale Ray 2.6.3 and 2.8.0 allows /log_proxy SSRF. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • n/a
    • CWE-918 - Server-Side Request Forgery (SSRF)
    Assigner
    Show details on NVD website

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    CVE-2023-48022 (GCVE-0-2023-48022)

    Vulnerability from cvelistv5 – Published: 2023-11-28 00:00 – Updated: 2025-12-17 16:41 Disputed
    VLAI Shadowserver KEVIntel
    Summary
    Anyscale Ray 2.6.3 and 2.8.0 allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment. (Also, within that environment, customers at version 2.52.0 and later can choose to use token authentication.)
    SSVC
    Exploitation: poc Automatable: yes Technical Impact: total
    CISA Coordinator (v2.0.3)
    CWE
    • n/a
    • CWE-918 - Server-Side Request Forgery (SSRF)
    Assigner
    Impacted products
    Vendor Product Version
    anyscale ray Affected: 2.6.3
        cpe:2.3:a:anyscale:ray:2.6.3:*:*:*:*:*:*:*
    Create a notification for this product.
    anyscale ray Affected: 2.8.0
        cpe:2.3:a:anyscale:ray:2.8.0:*:*:*:*:*:*:*
    Create a notification for this product.
    Show details on NVD website

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