Lookup for vulnerable packages by Package URL.

GET /api/packages/148481?format=api
HTTP 200 OK
Allow: GET, HEAD, OPTIONS
Content-Type: application/json
Vary: Accept

{
    "url": "http://public2.vulnerablecode.io/api/packages/148481?format=api",
    "purl": "pkg:pypi/tensorflow@2.10.1",
    "type": "pypi",
    "namespace": "",
    "name": "tensorflow",
    "version": "2.10.1",
    "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/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/64400?format=api",
                    "purl": "pkg:pypi/tensorflow@2.11.1",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-36ey-jnev-qqf8"
                        },
                        {
                            "vulnerability": "VCID-37j3-cnw5-4fch"
                        },
                        {
                            "vulnerability": "VCID-6yy3-r6mh-j3e8"
                        },
                        {
                            "vulnerability": "VCID-8nt4-mp8z-b3et"
                        },
                        {
                            "vulnerability": "VCID-b31k-j7yk-muhz"
                        },
                        {
                            "vulnerability": "VCID-dftm-vs4w-kfag"
                        },
                        {
                            "vulnerability": "VCID-q2hk-yjnj-jbfb"
                        },
                        {
                            "vulnerability": "VCID-v68f-q5vf-wkf5"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.11.1"
                }
            ],
            "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/44739?format=api",
            "vulnerability_id": "VCID-36ey-jnev-qqf8",
            "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": "0.17135",
                            "published_at": "2026-06-07T12:55:00Z"
                        },
                        {
                            "value": "0.00054",
                            "scoring_system": "epss",
                            "scoring_elements": "0.17098",
                            "published_at": "2026-06-04T12:55:00Z"
                        },
                        {
                            "value": "0.00054",
                            "scoring_system": "epss",
                            "scoring_elements": "0.17174",
                            "published_at": "2026-06-05T12:55:00Z"
                        },
                        {
                            "value": "0.00054",
                            "scoring_system": "epss",
                            "scoring_elements": "0.1717",
                            "published_at": "2026-06-06T12:55:00Z"
                        }
                    ],
                    "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": [
                        {
                            "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/d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14",
                    "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/2025-02-19T20:40:27Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/commit/d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2023-25666",
                    "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-2023-25666"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-f637-vh3r-vfh2",
                    "reference_id": "GHSA-f637-vh3r-vfh2",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "HIGH",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/advisories/GHSA-f637-vh3r-vfh2"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f637-vh3r-vfh2",
                    "reference_id": "GHSA-f637-vh3r-vfh2",
                    "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/2025-02-19T20:40:27Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f637-vh3r-vfh2"
                }
            ],
            "fixed_packages": [
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/64400?format=api",
                    "purl": "pkg:pypi/tensorflow@2.11.1",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-36ey-jnev-qqf8"
                        },
                        {
                            "vulnerability": "VCID-37j3-cnw5-4fch"
                        },
                        {
                            "vulnerability": "VCID-6yy3-r6mh-j3e8"
                        },
                        {
                            "vulnerability": "VCID-8nt4-mp8z-b3et"
                        },
                        {
                            "vulnerability": "VCID-b31k-j7yk-muhz"
                        },
                        {
                            "vulnerability": "VCID-dftm-vs4w-kfag"
                        },
                        {
                            "vulnerability": "VCID-q2hk-yjnj-jbfb"
                        },
                        {
                            "vulnerability": "VCID-v68f-q5vf-wkf5"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.11.1"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/64401?format=api",
                    "purl": "pkg:pypi/tensorflow@2.12.0",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-37j3-cnw5-4fch"
                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.12.0"
                }
            ],
            "aliases": [
                "CVE-2023-25666",
                "GHSA-f637-vh3r-vfh2"
            ],
            "risk_score": 4.0,
            "exploitability": "0.5",
            "weighted_severity": "8.0",
            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-36ey-jnev-qqf8"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/55592?format=api",
            "vulnerability_id": "VCID-37j3-cnw5-4fch",
            "summary": "TensorFlow has segfault in array_ops.upper_bound\n`array_ops.upper_bound` causes a segfault when not given a rank 2 tensor.",
            "references": [
                {
                    "reference_url": "https://api.first.org/data/v1/epss?cve=CVE-2023-33976",
                    "reference_id": "",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "0.00036",
                            "scoring_system": "epss",
                            "scoring_elements": "0.11236",
                            "published_at": "2026-06-07T12:55:00Z"
                        },
                        {
                            "value": "0.00036",
                            "scoring_system": "epss",
                            "scoring_elements": "0.1127",
                            "published_at": "2026-06-06T12:55:00Z"
                        },
                        {
                            "value": "0.00036",
                            "scoring_system": "epss",
                            "scoring_elements": "0.11278",
                            "published_at": "2026-06-05T12:55:00Z"
                        }
                    ],
                    "url": "https://api.first.org/data/v1/epss?cve=CVE-2023-33976"
                },
                {
                    "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": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/commit/6fa05df43b00038b048f4f0e51ef522da6532fec",
                    "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": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2024-08-01T20:13:44Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/commit/6fa05df43b00038b048f4f0e51ef522da6532fec"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/commit/915884fdf5df34aaedd00fc6ace33a2cfdefa586",
                    "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": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        },
                        {
                            "value": "Track",
                            "scoring_system": "ssvc",
                            "scoring_elements": "SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2024-08-01T20:13:44Z/"
                        }
                    ],
                    "url": "https://github.com/tensorflow/tensorflow/commit/915884fdf5df34aaedd00fc6ace33a2cfdefa586"
                },
                {
                    "reference_url": "https://nvd.nist.gov/vuln/detail/CVE-2023-33976",
                    "reference_id": "CVE-2023-33976",
                    "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": "8.7",
                            "scoring_system": "cvssv4",
                            "scoring_elements": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N"
                        },
                        {
                            "value": "HIGH",
                            "scoring_system": "generic_textual",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-33976"
                },
                {
                    "reference_url": "https://github.com/advisories/GHSA-gjh7-xx4r-x345",
                    "reference_id": "GHSA-gjh7-xx4r-x345",
                    "reference_type": "",
                    "scores": [
                        {
                            "value": "HIGH",
                            "scoring_system": "cvssv3.1_qr",
                            "scoring_elements": ""
                        }
                    ],
                    "url": "https://github.com/advisories/GHSA-gjh7-xx4r-x345"
                },
                {
                    "reference_url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gjh7-xx4r-x345",
                    "reference_id": "GHSA-gjh7-xx4r-x345",
                    "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": ""
                        },
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                            "value": "8.7",
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            "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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                            "value": "0.0024",
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                            "value": "0.0024",
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                            "scoring_elements": "0.47293",
                            "published_at": "2026-06-06T12:55:00Z"
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            "summary": "TensorFlow is an open source platform for machine learning. The reference kernel of the `CONV_3D_TRANSPOSE` TensorFlow Lite operator wrongly increments the data_ptr when adding the bias to the result. Instead of `data_ptr += num_channels;` it should be `data_ptr += output_num_channels;` as if the number of input channels is different than the number of output channels, the wrong result will be returned and a buffer overflow will occur if num_channels > output_num_channels. An attacker can craft a model with a specific number of input channels. It is then possible to write specific values through the bias of the layer outside the bounds of the buffer. This attack only works if the reference kernel resolver is used in the interpreter. We have patched the issue in GitHub commit 72c0bdcb25305b0b36842d746cc61d72658d2941. 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.",
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        },
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            "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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            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/102250?format=api",
            "vulnerability_id": "VCID-kp1j-7gv3-8uf4",
            "summary": "TensorFlow is an open source platform for machine learning. When ops that have specified input sizes receive a differing number of inputs, the executor will crash. We have patched the issue in GitHub commit f5381e0e10b5a61344109c1b7c174c68110f7629. 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.",
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                            "published_at": "2026-06-04T12:55:00Z"
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            ],
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                "CVE-2022-41883",
                "GHSA-w58w-79xv-6vcj"
            ],
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            "resource_url": "http://public2.vulnerablecode.io/vulnerabilities/VCID-kp1j-7gv3-8uf4"
        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/110102?format=api",
            "vulnerability_id": "VCID-kzhb-zzzm-ebe1",
            "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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                            "value": "LOW",
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            "aliases": [
                "GHSA-xf83-q765-xm6m",
                "GMS-2022-7001",
                "GMS-2022-7009",
                "GMS-2022-7017"
            ],
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        },
        {
            "url": "http://public2.vulnerablecode.io/api/vulnerabilities/102273?format=api",
            "vulnerability_id": "VCID-nn1z-3z62-5fby",
            "summary": "TensorFlow is an open source platform for machine learning. An input `encoded` that is not a valid `CompositeTensorVariant` tensor will trigger a segfault in `tf.raw_ops.CompositeTensorVariantToComponents`. We have patched the issue in GitHub commits bf594d08d377dc6a3354d9fdb494b32d45f91971 and 660ce5a89eb6766834bdc303d2ab3902aef99d3d. 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-2022-41909",
                    "reference_id": "",
                    "reference_type": "",
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                            "value": "0.00395",
                            "scoring_system": "epss",
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                            "published_at": "2026-06-07T12:55:00Z"
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                        {
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                        },
                        {
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                        }
                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.9.3"
                },
                {
                    "url": "http://public2.vulnerablecode.io/api/packages/148481?format=api",
                    "purl": "pkg:pypi/tensorflow@2.10.1",
                    "is_vulnerable": true,
                    "affected_by_vulnerabilities": [
                        {
                            "vulnerability": "VCID-1jte-hpg7-gydx"
                        },
                        {
                            "vulnerability": "VCID-36ey-jnev-qqf8"
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                        {
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                        {
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                        {
                            "vulnerability": "VCID-8nt4-mp8z-b3et"
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                        {
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                            "vulnerability": "VCID-cvdm-ubbq-63ew"
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                        {
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                        {
                            "vulnerability": "VCID-ev9c-cxzc-p7hb"
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                        {
                            "vulnerability": "VCID-h18h-987d-q7he"
                        },
                        {
                            "vulnerability": "VCID-j7jy-3r33-x7fy"
                        },
                        {
                            "vulnerability": "VCID-jswv-zqu6-efee"
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                        {
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                        },
                        {
                            "vulnerability": "VCID-qh3y-aeak-u3hg"
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                    ],
                    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@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-zc2s-1rty-hyd9"
        }
    ],
    "risk_score": "4.5",
    "resource_url": "http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.10.1"
}