Lookup for vulnerable packages by Package URL.

GET /api/packages/26602?format=api
HTTP 200 OK
Allow: GET, HEAD, OPTIONS
Content-Type: application/json
Vary: Accept

{
    "url": "http://public2.vulnerablecode.io/api/packages/26602?format=api",
    "purl": "pkg:pypi/tensorflow-gpu@2.7.2",
    "type": "pypi",
    "namespace": "",
    "name": "tensorflow-gpu",
    "version": "2.7.2",
    "qualifiers": {},
    "subpath": "",
    "is_vulnerable": true,
    "next_non_vulnerable_version": null,
    "latest_non_vulnerable_version": null,
    "affected_by_vulnerabilities": [
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/102271?format=api",
            "vulnerability_id": "VCID-1b48-dfec-4ycn",
            "summary": "TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ResizeNearestNeighborGrad` is given a large `size` input, it overflows. We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-41907",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00148",
                            "scoring_system": "epss",
                            "scoring_elements": "0.35042",
                            "published_at": "2026-06-04T12:55:00Z"
                        },
                        {
                            "value": "0.00148",
                            "scoring_system": "epss",
                            "scoring_elements": "0.35114",
                            "published_at": "2026-06-07T12:55:00Z"
                        },
                        {
                            "value": "0.00148",
                            "scoring_system": "epss",
                            "scoring_elements": "0.35152",
                            "published_at": "2026-06-06T12:55:00Z"
                        },
                        {
                            "value": "0.00148",
                            "scoring_system": "epss",
                            "scoring_elements": "0.35137",
                            "published_at": "2026-06-05T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2022-41907"
                },
                {
                    "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/resize_nearest_neighbor_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/2025-04-22T15:41:43Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/resize_nearest_neighbor_op.cc"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/commit/00c821af032ba9e5f5fa3fe14690c8d28a657624",
                    "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/2025-04-22T15:41:43Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/commit/00c821af032ba9e5f5fa3fe14690c8d28a657624"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx",
                    "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": "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/2025-04-22T15:41:43Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2022-41907",
                    "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://nvd.nist.gov/vuln/detail/CVE-2022-41907"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-368v-7v32-52fx",
                    "reference_id": "GHSA-368v-7v32-52fx",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "MODERATE",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/advisories/GHSA-368v-7v32-52fx"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/148483?format=api",
                    "purl": "pkg:pypi/tensorflow-gpu@2.8.4",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-1jte-hpg7-gydx"
                        },
                        {
                            "vulnerability": "VCID-36ey-jnev-qqf8"
                        },
                        {
                            "vulnerability": "VCID-37j3-cnw5-4fch"
                        },
                        {
                            "vulnerability": "VCID-6f4y-m6ca-nyf6"
                        },
                        {
                            "vulnerability": "VCID-6yy3-r6mh-j3e8"
                        },
                        {
                            "vulnerability": "VCID-8nt4-mp8z-b3et"
                        },
                        {
                            "vulnerability": "VCID-b31k-j7yk-muhz"
                        },
                        {
                            "vulnerability": "VCID-c1qd-61t7-2fe3"
                        },
                        {
                            "vulnerability": "VCID-cvdm-ubbq-63ew"
                        },
                        {
                            "vulnerability": "VCID-dftm-vs4w-kfag"
                        },
                        {
                            "vulnerability": "VCID-ev9c-cxzc-p7hb"
                        },
                        {
                            "vulnerability": "VCID-h18h-987d-q7he"
                        },
                        {
                            "vulnerability": "VCID-j7jy-3r33-x7fy"
                        },
                        {
                            "vulnerability": "VCID-mj52-z2qy-4bd8"
                        },
                        {
                            "vulnerability": "VCID-q2hk-yjnj-jbfb"
                        },
                        {
                            "vulnerability": "VCID-qh3y-aeak-u3hg"
                        },
                        {
                            "vulnerability": "VCID-upnq-6wx8-gug8"
                        },
                        {
                            "vulnerability": "VCID-v68f-q5vf-wkf5"
                        },
                        {
                            "vulnerability": "VCID-w5vq-nwu5-pken"
                        },
                        {
                            "vulnerability": "VCID-xej2-7wvk-xuec"
                        },
                        {
                            "vulnerability": "VCID-yrtd-47vc-muff"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.8.4"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/148485?format=api",
                    "purl": "pkg:pypi/tensorflow-gpu@2.9.3",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-1jte-hpg7-gydx"
                        },
                        {
                            "vulnerability": "VCID-36ey-jnev-qqf8"
                        },
                        {
                            "vulnerability": "VCID-37j3-cnw5-4fch"
                        },
                        {
                            "vulnerability": "VCID-6f4y-m6ca-nyf6"
                        },
                        {
                            "vulnerability": "VCID-6yy3-r6mh-j3e8"
                        },
                        {
                            "vulnerability": "VCID-8nt4-mp8z-b3et"
                        },
                        {
                            "vulnerability": "VCID-b31k-j7yk-muhz"
                        },
                        {
                            "vulnerability": "VCID-c1qd-61t7-2fe3"
                        },
                        {
                            "vulnerability": "VCID-cvdm-ubbq-63ew"
                        },
                        {
                            "vulnerability": "VCID-dftm-vs4w-kfag"
                        },
                        {
                            "vulnerability": "VCID-ev9c-cxzc-p7hb"
                        },
                        {
                            "vulnerability": "VCID-h18h-987d-q7he"
                        },
                        {
                            "vulnerability": "VCID-j7jy-3r33-x7fy"
                        },
                        {
                            "vulnerability": "VCID-mj52-z2qy-4bd8"
                        },
                        {
                            "vulnerability": "VCID-q2hk-yjnj-jbfb"
                        },
                        {
                            "vulnerability": "VCID-qh3y-aeak-u3hg"
                        },
                        {
                            "vulnerability": "VCID-upnq-6wx8-gug8"
                        },
                        {
                            "vulnerability": "VCID-v68f-q5vf-wkf5"
                        },
                        {
                            "vulnerability": "VCID-w5vq-nwu5-pken"
                        },
                        {
                            "vulnerability": "VCID-xej2-7wvk-xuec"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.9.3"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/148487?format=api",
                    "purl": "pkg:pypi/tensorflow-gpu@2.10.1",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-1jte-hpg7-gydx"
                        },
                        {
                            "vulnerability": "VCID-36ey-jnev-qqf8"
                        },
                        {
                            "vulnerability": "VCID-37j3-cnw5-4fch"
                        },
                        {
                            "vulnerability": "VCID-6f4y-m6ca-nyf6"
                        },
                        {
                            "vulnerability": "VCID-6yy3-r6mh-j3e8"
                        },
                        {
                            "vulnerability": "VCID-8nt4-mp8z-b3et"
                        },
                        {
                            "vulnerability": "VCID-b31k-j7yk-muhz"
                        },
                        {
                            "vulnerability": "VCID-c1qd-61t7-2fe3"
                        },
                        {
                            "vulnerability": "VCID-cvdm-ubbq-63ew"
                        },
                        {
                            "vulnerability": "VCID-dftm-vs4w-kfag"
                        },
                        {
                            "vulnerability": "VCID-ev9c-cxzc-p7hb"
                        },
                        {
                            "vulnerability": "VCID-h18h-987d-q7he"
                        },
                        {
                            "vulnerability": "VCID-j7jy-3r33-x7fy"
                        },
                        {
                            "vulnerability": "VCID-mj52-z2qy-4bd8"
                        },
                        {
                            "vulnerability": "VCID-q2hk-yjnj-jbfb"
                        },
                        {
                            "vulnerability": "VCID-qh3y-aeak-u3hg"
                        },
                        {
                            "vulnerability": "VCID-upnq-6wx8-gug8"
                        },
                        {
                            "vulnerability": "VCID-v68f-q5vf-wkf5"
                        },
                        {
                            "vulnerability": "VCID-w5vq-nwu5-pken"
                        },
                        {
                            "vulnerability": "VCID-xej2-7wvk-xuec"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.10.1"
                }
            ],
            "aliases": [
                "CVE-2022-41907",
                "GHSA-368v-7v32-52fx"
            ],
            "risk_score": 3.1,
            "exploitability": "0.5",
            "weighted_severity": "6.2",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-1b48-dfec-4ycn"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/44733?format=api",
            "vulnerability_id": "VCID-1jte-hpg7-gydx",
            "summary": "Incorrect Comparison\nTensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if the stride and window size are not positive for `tf.raw_ops.AvgPoolGrad`, it can give a floating point exception. 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-2023-25669",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00206",
                            "scoring_system": "epss",
                            "scoring_elements": "0.42857",
                            "published_at": "2026-06-07T12:55:00Z"
                        },
                        {
                            "value": "0.00206",
                            "scoring_system": "epss",
                            "scoring_elements": "0.42796",
                            "published_at": "2026-06-04T12:55:00Z"
                        },
                        {
                            "value": "0.00206",
                            "scoring_system": "epss",
                            "scoring_elements": "0.4287",
                            "published_at": "2026-06-05T12:55:00Z"
                        },
                        {
                            "value": "0.00206",
                            "scoring_system": "epss",
                            "scoring_elements": "0.42881",
                            "published_at": "2026-06-06T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2023-25669"
                },
                {
                    "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": [
                        {
                            "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"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/commit/1295ae4dbb52fe06b19733b0257e2340d7b63b8d",
                    "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"
                        },
                        {
                            "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/2025-02-19T20:33:22Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/commit/1295ae4dbb52fe06b19733b0257e2340d7b63b8d"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2023-25669",
                    "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"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-25669"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-rcf8-g8jv-vg6p",
                    "reference_id": "GHSA-rcf8-g8jv-vg6p",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "HIGH",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/advisories/GHSA-rcf8-g8jv-vg6p"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rcf8-g8jv-vg6p",
                    "reference_id": "GHSA-rcf8-g8jv-vg6p",
                    "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"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        },
                        {
                            "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/2025-02-19T20:33:22Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rcf8-g8jv-vg6p"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/64390?format=api",
                    "purl": "pkg:pypi/tensorflow-gpu@2.11.1",
                    "is_vulnerable": false,
                    "affected_by_vulnerabilities": [],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.11.1"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/643972?format=api",
                    "purl": "pkg:pypi/tensorflow-gpu@2.12.0",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-37j3-cnw5-4fch"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.12.0"
                }
            ],
            "aliases": [
                "CVE-2023-25669",
                "GHSA-rcf8-g8jv-vg6p"
            ],
            "risk_score": 4.0,
            "exploitability": "0.5",
            "weighted_severity": "8.0",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-1jte-hpg7-gydx"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/102274?format=api",
            "vulnerability_id": "VCID-1xee-v43t-c7c4",
            "summary": "TensorFlow is an open source platform for machine learning. The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. We have patched the issue in GitHub commit a65411a1d69edfb16b25907ffb8f73556ce36bb7. The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.8.4, 2.9.3, and 2.10.1.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-41910",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00323",
                            "scoring_system": "epss",
                            "scoring_elements": "0.55599",
                            "published_at": "2026-06-04T12:55:00Z"
                        },
                        {
                            "value": "0.00323",
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                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.10.1"
                }
            ],
            "aliases": [
                "CVE-2022-41889",
                "GHSA-xxcj-rhqg-m46g"
            ],
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            "weighted_severity": "6.2",
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        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/110201?format=api",
            "vulnerability_id": "VCID-e8a2-ny5z-73au",
            "summary": "`CHECK` failure in `SobolSample` via missing validation\n### Impact\nAnother instance of CVE-2022-35935, where `SobolSample` is vulnerable to a denial of service via assumed scalar inputs, was found and fixed.\n```python\nimport tensorflow as tf\ntf.raw_ops.SobolSample(dim=tf.constant([1,0]), num_results=tf.constant([1]), skip=tf.constant([1]))\n```\n\n### Patches\nWe have patched the issue in GitHub commits [c65c67f88ad770662e8f191269a907bf2b94b1bf](https://github.com/tensorflow/tensorflow/commit/c65c67f88ad770662e8f191269a907bf2b94b1bf) and [02400ea266bd811fc016a848445de1bbff3a23a0](https://github.com/tensorflow/tensorflow/commit/02400ea266bd811fc016a848445de1bbff3a23a0)\n\nThe fix will be included in TensorFlow 2.11. We will also cherrypick both commits on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range. TensorFlow 2.7.4 will have the first commit cherrypicked.\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.\n\n\n### Attribution\nThis vulnerability has been reported by:\n- Kang Hong Jin from Singapore Management University\n- Neophytos Christou, Secure Systems Labs, Brown University\n- 刘力源, Information System & Security and Countermeasures Experiments Center, Beijing Institute of Technology\n- Pattarakrit Rattankul",
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            "summary": "`CHECK` fail in `TensorListScatter` and `TensorListScatterV2` in eager mode\n### Impact\nAnother instance of CVE-2022-35991, where `TensorListScatter` and `TensorListScatterV2` crash via non scalar inputs in`element_shape`, was found in eager mode and fixed.\n```python\nimport tensorflow as tf\narg_0=tf.random.uniform(shape=(2, 2, 2), dtype=tf.float16, maxval=None)\narg_1=tf.random.uniform(shape=(2, 2, 2), dtype=tf.int32, maxval=65536)\narg_2=tf.random.uniform(shape=(2, 2, 2), dtype=tf.int32, maxval=65536)\narg_3=''\ntf.raw_ops.TensorListScatter(tensor=arg_0, indices=arg_1, \nelement_shape=arg_2, name=arg_3)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [bf9932fc907aff0e9e8cccf769e8b00d30fd81a1](https://github.com/tensorflow/tensorflow/commit/bf9932fc907aff0e9e8cccf769e8b00d30fd81a1).\n\nThe fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.\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.\n\n\n### Attribution\nThis vulnerability has been reported by Pattarakrit Rattankul",
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                            "vulnerability": "VCID-scvf-p5ff-c3df"
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                        {
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                        {
                            "vulnerability": "VCID-vxm3-72uk-zbb8"
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                        {
                            "vulnerability": "VCID-w5vq-nwu5-pken"
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                        {
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                        },
                        {
                            "vulnerability": "VCID-xej2-7wvk-xuec"
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                        {
                            "vulnerability": "VCID-yrtd-47vc-muff"
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                        {
                            "vulnerability": "VCID-yy9b-ymk2-5kea"
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                    "reference_id": "",
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                            "scoring_elements": "SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-02-19T20:43:05Z/"
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            "summary": "Out-of-bounds Read\nTensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if the parameter `indices` for `DynamicStitch` does not match the shape of the parameter `data`, it can trigger an stack OOB read. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.",
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                        },
                        {
                            "value": "0.00204",
                            "scoring_system": "epss",
                            "scoring_elements": "0.4248",
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                        },
                        {
                            "value": "0.00204",
                            "scoring_system": "epss",
                            "scoring_elements": "0.42554",
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                        },
                        {
                            "value": "0.00204",
                            "scoring_system": "epss",
                            "scoring_elements": "0.42564",
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                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-02-19T20:34:25Z/"
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            "summary": "TensorFlow is an open source platform for machine learning. When printing a tensor, we get it's data as a `const char*` array (since that's the underlying storage) and then we typecast it to the element type. However, conversions from `char` to `bool` are undefined if the `char` is not `0` or `1`, so sanitizers/fuzzers will crash. The issue has been patched in GitHub commit `1be74370327`. The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.10.1, TensorFlow 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.",
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                            "scoring_elements": "0.36492",
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                            "value": "0.00158",
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                            "value": "0.00158",
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                            "scoring_elements": "SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-23T13:54:15Z/"
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                            "vulnerability": "VCID-v68f-q5vf-wkf5"
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                            "vulnerability": "VCID-w5vq-nwu5-pken"
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                            "scoring_system": "generic_textual",
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                            "value": "0.00206",
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                            "scoring_elements": "0.42796",
                            "published_at": "2026-06-04T12:55:00Z"
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                        {
                            "value": "0.00206",
                            "scoring_system": "epss",
                            "scoring_elements": "0.4287",
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                        },
                        {
                            "value": "0.00206",
                            "scoring_system": "epss",
                            "scoring_elements": "0.42881",
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                    "reference_id": "",
                    "reference_type": "",
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                        {
                            "value": "0.0015",
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                            "value": "0.0015",
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            "aliases": [
                "CVE-2022-29193",
                "GHSA-2p9q-h29j-3f5v"
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            "vulnerability_id": "VCID-4632-rf32-xfgg",
            "summary": "TensorFlow is an open source platform for machine learning. When `TensorListFromTensor` receives an `element_shape` of a rank greater than one, it gives a `CHECK` fail that can trigger a denial of service attack. We have patched the issue in GitHub commit 3db59a042a38f4338aa207922fa2f476e000a6ee. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-35992",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
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                            "published_at": "2026-06-05T12:55:00Z"
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            ],
            "aliases": [
                "CVE-2022-29198",
                "GHSA-mg66-qvc5-rm93"
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            "summary": "TensorFlow is an open source platform for machine learning. When `Conv2DBackpropInput` receives empty `out_backprop` inputs (e.g. `[3, 1, 0, 1]`), the current CPU/GPU kernels `CHECK` fail (one with dnnl, the other with cudnn). This can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 27a65a43cf763897fecfa5cdb5cc653fc5dd0346. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-35999",
                    "reference_id": "",
                    "reference_type": "",
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                            "value": "0.00064",
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                            "scoring_elements": "0.20223",
                            "published_at": "2026-06-05T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2022-35999"
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                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
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                            "scoring_elements": "CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H"
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
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                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
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                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-23T13:58:14Z/"
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            "aliases": [
                "CVE-2022-29199",
                "GHSA-p9rc-rmr5-529j"
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            "vulnerability_id": "VCID-bhtq-drn4-pqfw",
            "summary": "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.histogram_fixed_width` is vulnerable to a crash when the values array contain `Not a Number` (`NaN`) elements. The implementation assumes that all floating point operations are defined and then converts a floating point result to an integer index. If `values` contains `NaN` then the result of the division is still `NaN` and the cast to `int32` would result in a crash. This only occurs on the CPU implementation. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-29211",
                    "reference_id": "",
                    "reference_type": "",
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                            "value": "0.00101",
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                            "published_at": "2026-06-05T12:55:00Z"
                        }
                    ],
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                },
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                            "value": "MODERATE",
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                }
            ],
            "aliases": [
                "CVE-2022-29213",
                "GHSA-5889-7v45-q28m"
            ],
            "risk_score": 3.1,
            "exploitability": "0.5",
            "weighted_severity": "6.2",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-efrr-vytn-nbfk"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/102215?format=api",
            "vulnerability_id": "VCID-eqjg-vnm4-pbgx",
            "summary": "TensorFlow is an open source platform for machine learning. If `Save` or `SaveSlices` is run over tensors of an unsupported `dtype`, it results in a `CHECK` fail that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 5dd7b86b84a864b834c6fa3d7f9f51c87efa99d4. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-35983",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
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                            "value": "0.00064",
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                            "published_at": "2026-06-05T12:55:00Z"
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                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2022-35983"
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                "CVE-2022-36026",
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                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-35987",
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                "CVE-2022-35995",
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            "aliases": [
                "CVE-2022-29196",
                "GHSA-5v77-j66x-4c4g"
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            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-k2ms-13kz-4bgg"
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            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/102189?format=api",
            "vulnerability_id": "VCID-k3am-7v2s-xqb9",
            "summary": "TensorFlow is an open source platform for machine learning. The implementation of tf.reshape op in TensorFlow is vulnerable to a denial of service via CHECK-failure (assertion failure) caused by overflowing the number of elements in a tensor. This issue has been patched in GitHub commit 61f0f9b94df8c0411f0ad0ecc2fec2d3f3c33555. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-35934",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
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                            "value": "0.00041",
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            "aliases": [
                "CVE-2022-29195",
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        {
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            "vulnerability_id": "VCID-mpr8-1wz2-kfgv",
            "summary": "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.QuantizeAndDequantizeV4Grad` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-29192",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
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                            "value": "0.00143",
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                            "published_at": "2026-06-05T12:55:00Z"
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                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2022-29192"
                },
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                    "reference_id": "",
                    "reference_type": "",
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                            "vulnerability": "VCID-rdtn-n88f-pqas"
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                        {
                            "vulnerability": "VCID-scvf-p5ff-c3df"
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                            "vulnerability": "VCID-tuqw-n8ka-jfht"
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                        {
                            "vulnerability": "VCID-upnq-6wx8-gug8"
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                        {
                            "vulnerability": "VCID-vxm3-72uk-zbb8"
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                            "vulnerability": "VCID-w5vq-nwu5-pken"
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                            "vulnerability": "VCID-wdks-wa1n-ckhx"
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                            "vulnerability": "VCID-xej2-7wvk-xuec"
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                            "vulnerability": "VCID-yrtd-47vc-muff"
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                        {
                            "vulnerability": "VCID-yy9b-ymk2-5kea"
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                        {
                            "vulnerability": "VCID-zc2s-1rty-hyd9"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.9.1"
                }
            ],
            "aliases": [
                "CVE-2022-35968",
                "GHSA-2475-53vw-vp25"
            ],
            "risk_score": 3.1,
            "exploitability": "0.5",
            "weighted_severity": "6.2",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-njmm-n794-tqcr"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/102188?format=api",
            "vulnerability_id": "VCID-nkyd-wte8-zbc8",
            "summary": "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, TensorFlow's `saved_model_cli` tool is vulnerable to a code injection. This can be used to open a reverse shell. This code path was maintained for compatibility reasons as the maintainers had several test cases where numpy expressions were used as arguments. However, given that the tool is always run manually, the impact of this is still not severe. The maintainers have now removed the `safe=False` argument, so all parsing is done without calling `eval`. The patch is available in versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-29216",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.001",
                            "scoring_system": "epss",
                            "scoring_elements": "0.27334",
                            "published_at": "2026-06-04T12:55:00Z"
                        },
                        {
                            "value": "0.001",
                            "scoring_system": "epss",
                            "scoring_elements": "0.27403",
                            "published_at": "2026-06-05T12:55:00Z"
                        },
                        {
                            "value": "0.00124",
                            "scoring_system": "epss",
                            "scoring_elements": "0.31145",
                            "published_at": "2026-06-07T12:55:00Z"
                        },
                        {
                            "value": "0.00124",
                            "scoring_system": "epss",
                            "scoring_elements": "0.31181",
                            "published_at": "2026-06-06T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2022-29216"
                },
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                    "reference_id": "",
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                            "value": "7.8",
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                        },
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                            "value": "HIGH",
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                            "value": "HIGH",
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                            "value": "Track*",
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                            "value": "HIGH",
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                        {
                            "value": "Track*",
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                            "value": "Track*",
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                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.8.1"
                }
            ],
            "aliases": [
                "CVE-2022-29197",
                "GHSA-hrg5-737c-2p56"
            ],
            "risk_score": 3.1,
            "exploitability": "0.5",
            "weighted_severity": "6.2",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-qhtm-u49u-zyeg"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/111033?format=api",
            "vulnerability_id": "VCID-qp8b-wyj4-h7e4",
            "summary": "`CHECK` failure in depthwise ops via overflows\n### Impact\nThe implementation of depthwise ops in TensorFlow is vulnerable to a denial of service via `CHECK`-failure (assertion failure) caused by overflowing the number of elements in a tensor:\n\n```python\nimport tensorflow as tf\n\ninput = tf.constant(1, shape=[1, 4, 4, 3], dtype=tf.float32)\nfilter_sizes = tf.constant(1879048192, shape=[13], dtype=tf.int32)\nout_backprop = tf.constant(1, shape=[1, 4, 4, 3], dtype=tf.float32)\ntf.raw_ops.DepthwiseConv2dNativeBackpropFilter(\n    input=input, filter_sizes=filter_sizes, out_backprop=out_backprop, strides=[1, 1, 1, 1], padding=\"SAME\")\n```\n  \nThis is another instance of [TFSA-2021-198](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md) (CVE-2021-41197).\n  \n### Patches\nWe have patched the issue in GitHub commit [3796cc4fcd93ae55812a457abc96dcd55fbb854b](https://github.com/tensorflow/tensorflow/commit/3796cc4fcd93ae55812a457abc96dcd55fbb854b).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\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.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.",
            "references": [
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
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                        }
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                    "url": "https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md"
                },
                {
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                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
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                    "url": "https://github.com/tensorflow/tensorflow/commit/3796cc4fcd93ae55812a457abc96dcd55fbb854b"
                },
                {
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                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "MODERATE",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        },
                        {
                            "value": "MODERATE",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
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                    "url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mw6j-hh29-h379"
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                    "reference_id": "GHSA-mw6j-hh29-h379",
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                    "url": "https://github.com/advisories/GHSA-mw6j-hh29-h379"
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            "summary": "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.UnsortedSegmentJoin` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack. The code assumes `num_segments` is a positive scalar but there is no validation. Since this value is used to allocate the output tensor, a negative value would result in a `CHECK`-failure (assertion failure), as per TFSA-2021-198. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.",
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                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.8.1"
                }
            ],
            "aliases": [
                "CVE-2022-29204",
                "GHSA-hx9q-2mx4-m4pg"
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            "risk_score": 3.1,
            "exploitability": "0.5",
            "weighted_severity": "6.2",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-r14r-z3cv-1qa6"
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            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/102182?format=api",
            "vulnerability_id": "VCID-r3y2-x3nx-67ac",
            "summary": "TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.EditDistance` has incomplete validation. Users can pass negative values to cause a segmentation fault based denial of service. In multiple places throughout the code, one may compute an index for a write operation. However, the existing validation only checks against the upper bound of the array. Hence, it is possible to write before the array by massaging the input to generate negative values for `loc`. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-29208",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00136",
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                            "published_at": "2026-06-05T12:55:00Z"
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                            "value": "Track",
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                "CVE-2022-35937",
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                "CVE-2022-35940",
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                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2022-35997",
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                    "reference_type": "",
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            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/102209?format=api",
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            "summary": "TensorFlow is an open source platform for machine learning. If `QuantizedBiasAdd` is given `min_input`, `max_input`, `min_bias`, `max_bias` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 785d67a78a1d533759fcd2f5e8d6ef778de849e0. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.",
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                            "published_at": "2026-06-05T12:55:00Z"
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                    ],
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            "aliases": [
                "CVE-2022-35994",
                "GHSA-fhfc-2q7x-929f"
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            "weighted_severity": "6.2",
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        }
    ],
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    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow-gpu@2.7.2"
}