Lookup for vulnerable packages by Package URL.

GET /api/packages/25372?format=api
HTTP 200 OK
Allow: GET, HEAD, OPTIONS
Content-Type: application/json
Vary: Accept

{
    "url": "http://public2.vulnerablecode.io/api/packages/25372?format=api",
    "purl": "pkg:pypi/tensorflow-cpu@2.7.3",
    "type": "pypi",
    "namespace": "",
    "name": "tensorflow-cpu",
    "version": "2.7.3",
    "qualifiers": {},
    "subpath": "",
    "is_vulnerable": true,
    "next_non_vulnerable_version": "2.12.1",
    "latest_non_vulnerable_version": "2.12.1",
    "affected_by_vulnerabilities": [
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/205533?format=api",
            "vulnerability_id": "VCID-1vxc-sbk4-77ef",
            "summary": "",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-41896",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00187",
                            "scoring_system": "epss",
                            "scoring_elements": "0.40259",
                            "published_at": "2026-05-30T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2022-41896"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "4.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/mirror_pad_op.cc",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "4.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:42:05Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/mirror_pad_op.cc"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/commit/39ec7eaf1428e90c37787e5b3fbd68ebd3c48860",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
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                            "scoring_system": "cvssv3.1",
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                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:42:05Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/commit/39ec7eaf1428e90c37787e5b3fbd68ebd3c48860"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2022-41896",
                    "reference_id": "CVE-2022-41896",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "4.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://nvd.nist.gov/vuln/detail/CVE-2022-41896"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-rmg2-f698-wq35",
                    "reference_id": "GHSA-rmg2-f698-wq35",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "MODERATE",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/advisories/GHSA-rmg2-f698-wq35"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rmg2-f698-wq35",
                    "reference_id": "GHSA-rmg2-f698-wq35",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "4.8",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:42:05Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rmg2-f698-wq35"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/80020?format=api",
                    "purl": "pkg:pypi/tensorflow-cpu@2.8.4",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-2vyy-ktxf-y7hj"
                        },
                        {
                            "vulnerability": "VCID-3yjn-h25c-v3gb"
                        },
                        {
                            "vulnerability": "VCID-6cr3-ywr5-f7e6"
                        },
                        {
                            "vulnerability": "VCID-6nyr-2edx-5qg6"
                        },
                        {
                            "vulnerability": "VCID-77cw-2wuq-nued"
                        },
                        {
                            "vulnerability": "VCID-8dhx-4a17-rbcj"
                        },
                        {
                            "vulnerability": "VCID-9686-ufak-6ufd"
                        },
                        {
                            "vulnerability": "VCID-ayew-3cca-tyhz"
                        },
                        {
                            "vulnerability": "VCID-d6hn-ppha-buc1"
                        },
                        {
                            "vulnerability": "VCID-dbu5-btf9-2bee"
                        },
                        {
                            "vulnerability": "VCID-dgbb-1rft-7kdr"
                        },
                        {
                            "vulnerability": "VCID-djkj-bbaq-6kdr"
                        },
                        {
                            "vulnerability": "VCID-dx1v-hfa1-xfg6"
                        },
                        {
                            "vulnerability": "VCID-f58d-1zga-jkf2"
                        },
                        {
                            "vulnerability": "VCID-gecu-uvpb-6yak"
                        },
                        {
                            "vulnerability": "VCID-gpta-cf34-vkfe"
                        },
                        {
                            "vulnerability": "VCID-hdyy-j28t-wyc1"
                        },
                        {
                            "vulnerability": "VCID-r6tc-xmds-nyhv"
                        },
                        {
                            "vulnerability": "VCID-s8hv-3hsb-mfca"
                        },
                        {
                            "vulnerability": "VCID-sxk5-athp-f7f1"
                        },
                        {
                            "vulnerability": "VCID-u133-f98p-zqec"
                        },
                        {
                            "vulnerability": "VCID-uwq2-a5hb-9fhd"
                        },
                        {
                            "vulnerability": "VCID-uxg4-9qfy-tbg6"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-cpu@2.8.4"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/80021?format=api",
                    "purl": "pkg:pypi/tensorflow-cpu@2.9.3",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-2vyy-ktxf-y7hj"
                        },
                        {
                            "vulnerability": "VCID-3yjn-h25c-v3gb"
                        },
                        {
                            "vulnerability": "VCID-6cr3-ywr5-f7e6"
                        },
                        {
                            "vulnerability": "VCID-6nyr-2edx-5qg6"
                        },
                        {
                            "vulnerability": "VCID-8dhx-4a17-rbcj"
                        },
                        {
                            "vulnerability": "VCID-9686-ufak-6ufd"
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                        {
                            "vulnerability": "VCID-ayew-3cca-tyhz"
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                        {
                            "vulnerability": "VCID-d6hn-ppha-buc1"
                        },
                        {
                            "vulnerability": "VCID-dbu5-btf9-2bee"
                        },
                        {
                            "vulnerability": "VCID-dgbb-1rft-7kdr"
                        },
                        {
                            "vulnerability": "VCID-djkj-bbaq-6kdr"
                        },
                        {
                            "vulnerability": "VCID-dx1v-hfa1-xfg6"
                        },
                        {
                            "vulnerability": "VCID-f58d-1zga-jkf2"
                        },
                        {
                            "vulnerability": "VCID-gecu-uvpb-6yak"
                        },
                        {
                            "vulnerability": "VCID-gpta-cf34-vkfe"
                        },
                        {
                            "vulnerability": "VCID-hdyy-j28t-wyc1"
                        },
                        {
                            "vulnerability": "VCID-r6tc-xmds-nyhv"
                        },
                        {
                            "vulnerability": "VCID-s8hv-3hsb-mfca"
                        },
                        {
                            "vulnerability": "VCID-sxk5-athp-f7f1"
                        },
                        {
                            "vulnerability": "VCID-u133-f98p-zqec"
                        },
                        {
                            "vulnerability": "VCID-uwq2-a5hb-9fhd"
                        },
                        {
                            "vulnerability": "VCID-uxg4-9qfy-tbg6"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-cpu@2.9.3"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/80019?format=api",
                    "purl": "pkg:pypi/tensorflow-cpu@2.10.1",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-2vyy-ktxf-y7hj"
                        },
                        {
                            "vulnerability": "VCID-3yjn-h25c-v3gb"
                        },
                        {
                            "vulnerability": "VCID-6cr3-ywr5-f7e6"
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                        {
                            "vulnerability": "VCID-6nyr-2edx-5qg6"
                        },
                        {
                            "vulnerability": "VCID-8dhx-4a17-rbcj"
                        },
                        {
                            "vulnerability": "VCID-9686-ufak-6ufd"
                        },
                        {
                            "vulnerability": "VCID-ayew-3cca-tyhz"
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                        {
                            "vulnerability": "VCID-d6hn-ppha-buc1"
                        },
                        {
                            "vulnerability": "VCID-dbu5-btf9-2bee"
                        },
                        {
                            "vulnerability": "VCID-dgbb-1rft-7kdr"
                        },
                        {
                            "vulnerability": "VCID-djkj-bbaq-6kdr"
                        },
                        {
                            "vulnerability": "VCID-dx1v-hfa1-xfg6"
                        },
                        {
                            "vulnerability": "VCID-f58d-1zga-jkf2"
                        },
                        {
                            "vulnerability": "VCID-gecu-uvpb-6yak"
                        },
                        {
                            "vulnerability": "VCID-gpta-cf34-vkfe"
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                        {
                            "vulnerability": "VCID-hdyy-j28t-wyc1"
                        },
                        {
                            "vulnerability": "VCID-r6tc-xmds-nyhv"
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                        {
                            "vulnerability": "VCID-s8hv-3hsb-mfca"
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                        {
                            "vulnerability": "VCID-sxk5-athp-f7f1"
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                        {
                            "vulnerability": "VCID-u133-f98p-zqec"
                        },
                        {
                            "vulnerability": "VCID-uwq2-a5hb-9fhd"
                        },
                        {
                            "vulnerability": "VCID-uxg4-9qfy-tbg6"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-cpu@2.10.1"
                }
            ],
            "aliases": [
                "CVE-2022-41896",
                "GHSA-rmg2-f698-wq35"
            ],
            "risk_score": 3.1,
            "exploitability": "0.5",
            "weighted_severity": "6.2",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-1vxc-sbk4-77ef"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/17162?format=api",
            "vulnerability_id": "VCID-2vyy-ktxf-y7hj",
            "summary": "Incorrect Comparison\nTensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, there is a floating point exception in AudioSpectrogram. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2023-25666",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00054",
                            "scoring_system": "epss",
                            "scoring_elements": "0.17117",
                            "published_at": "2026-05-30T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2023-25666"
                },
                {
                    "reference_url": "https://ftp.suse.com/pub/projects/security/yaml/suse-cvss-scores.yaml",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.5",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H"
                        }
                    ],
                    "url": "https://ftp.suse.com/pub/projects/security/yaml/suse-cvss-scores.yaml"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
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                            "value": "7.5",
                            "scoring_system": "cvssv3.1",
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                        },
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                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
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                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/commit/d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14",
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                    "scores": [
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                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-02-19T20:40:27Z/"
                        }
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                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2023-25666",
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                    "reference_type": "",
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                        },
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                        }
                    ],
                    "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-25666"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-f637-vh3r-vfh2",
                    "reference_id": "GHSA-f637-vh3r-vfh2",
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                    "scores": [
                        {
                            "value": "HIGH",
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                    "url": "https://github.com/advisories/GHSA-f637-vh3r-vfh2"
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                {
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                    "scores": [
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                        },
                        {
                            "value": "HIGH",
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                        },
                        {
                            "value": "HIGH",
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                        },
                        {
                            "value": "Track",
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                            "scoring_elements": "SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-02-19T20:40:27Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f637-vh3r-vfh2"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/63221?format=api",
                    "purl": "pkg:pypi/tensorflow-cpu@2.11.1",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-6nyr-2edx-5qg6"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-cpu@2.11.1"
                }
            ],
            "aliases": [
                "CVE-2023-25666",
                "GHSA-f637-vh3r-vfh2"
            ],
            "risk_score": null,
            "exploitability": null,
            "weighted_severity": null,
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-2vyy-ktxf-y7hj"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/205537?format=api",
            "vulnerability_id": "VCID-3erq-zcrk-qqaf",
            "summary": "",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-41900",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.01243",
                            "scoring_system": "epss",
                            "scoring_elements": "0.79594",
                            "published_at": "2026-05-30T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2022-41900"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2022-41900",
                    "reference_id": "CVE-2022-41900",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "7.1",
                            "scoring_system": "cvssv3.1",
                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
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                "BIT-tensorflow-2022-23592",
                "CVE-2022-23592",
                "GHSA-vq36-27g6-p492",
                "PYSEC-2022-101",
                "PYSEC-2022-156"
            ],
            "risk_score": 4.0,
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            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-ffkg-sa3q-8qfq"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/17178?format=api",
            "vulnerability_id": "VCID-gecu-uvpb-6yak",
            "summary": "TensorFlow Denial of Service vulnerability\n### Impact\nA malicious invalid input crashes a tensorflow model (Check Failed) and can be used to trigger a denial of service attack.\nTo minimize the bug, we built a simple single-layer TensorFlow model containing a Convolution3DTranspose layer, which works well with expected inputs and can be deployed in real-world systems. However, if we call the model with a malicious input which has a zero dimension, it gives Check Failed failure and crashes.\n```python\nimport tensorflow as tf\n\nclass MyModel(tf.keras.Model):\n def __init__(self):\n  super().__init__()\n  self.conv = tf.keras.layers.Convolution3DTranspose(2, [3,3,3], padding=\"same\")\n  \n def call(self, input):\n  return self.conv(input)\nmodel = MyModel() # Defines a valid model.\n\nx = tf.random.uniform([1, 32, 32, 32, 3], minval=0, maxval=0, dtype=tf.float32) # This is a valid input.\noutput = model.predict(x)\nprint(output.shape) # (1, 32, 32, 32, 2)\n\nx = tf.random.uniform([1, 32, 32, 0, 3], dtype=tf.float32) # This is an invalid input.\noutput = model(x) # crash\n```\nThis Convolution3DTranspose layer is a very common API in modern neural networks. The ML models containing such vulnerable components could be deployed in ML applications or as cloud services. This failure could be potentially used to trigger a denial of service attack on ML cloud services.\n\n### Patches\nWe have patched the issue in\n- GitHub commit [948fe6369a5711d4b4568ea9bbf6015c6dfb77e2](https://github.com/tensorflow/tensorflow/commit/948fe6369a5711d4b4568ea9bbf6015c6dfb77e2)\n - GitHub commit [85db5d07db54b853484bfd358c3894d948c36baf](https://github.com/keras-team/keras/commit/85db5d07db54b853484bfd358c3894d948c36baf). \n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n ### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.",
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