{"id":"CVE-2023-25666","aliases":["AZL-31205","AZL-35311","BIT-tensorflow-2023-25666","EUVD-2023-0994","GHSA-f637-vh3r-vfh2","PYSEC-2026-1960","PYSEC-2026-3169","PYSEC-2026-3317"],"status":"published","title":"TensorFlow has Floating Point Exception in AudioSpectrogram","description":"TensorFlow 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.","severity":{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high","assessor":"cna","from":"cve"},"epss":{"day":"2026-11-10","score":0.00387,"percentile":0.33061,"model":"v2026.06.15"},"facts":{"in_kev":false,"known_exploited":false,"public_exploit":false,"fix_available":true},"cwes":["CWE-697"],"published":"2023-03-24T21:57:18Z","modified":"2026-10-28T10:38:31Z","fixes":[{"ecosystem":"PyPI","package":"tensorflow","fixed_in":["2.11.1"],"sources":["ghsa","osv"]},{"ecosystem":"PyPI","package":"tensorflow-cpu","fixed_in":["2.11.1"],"sources":["ghsa","osv"]},{"ecosystem":"PyPI","package":"tensorflow-gpu","fixed_in":["2.11.1"],"sources":["ghsa","osv"]},{"ecosystem":"Azure Linux:2","package":"tensorflow","fixed_in":["2.11.1-1"],"sources":["osv"]},{"ecosystem":"Azure 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has Floating Point Exception in AudioSpectrogram ","description":"TensorFlow 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.","status":"published","published":"2023-03-24T23:39:55.696Z","modified":"2025-02-19T20:40:39.166Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high","assessor":"cna"}],"cwes":["CWE-697"],"updated_at":"2026-11-02T14:35:19.559321Z"}],"euvd":[{"id":"EUVD-2023-0994","description":"TensorFlow 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.","status":"published","published":"2023-03-24T23:39:55Z","modified":"2025-02-19T20:40:39Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high"}],"updated_at":"2026-11-02T20:53:26.792701Z"}],"ghsa":[{"id":"GHSA-f637-vh3r-vfh2","title":"TensorFlow has Floating Point Exception in AudioSpectrogram ","description":"### Impact\nversion:2.11.0 //core/ops/audio_ops.cc:70\n\nStatus SpectrogramShapeFn(InferenceContext* c) { ShapeHandle input; TF_RETURN_IF_ERROR(c-\u003eWithRank(c-\u003einput(0), 2, \u0026input)); int32_t window_size; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"window_size\", \u0026window_size)); int32_t stride; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"stride\", \u0026stride)); .....[1]\n\nDimensionHandle input_length = c-\u003eDim(input, 0); DimensionHandle input_channels = c-\u003eDim(input, 1);\n\nDimensionHandle output_length; if (!c-\u003eValueKnown(input_length)) { output_length = c-\u003eUnknownDim(); } else { const int64_t input_length_value = c-\u003eValue(input_length); const int64_t length_minus_window = (input_length_value - window_size); int64_t output_length_value; if (length_minus_window \u003c 0) { output_length_value = 0; } else { output_length_value = 1 + (length_minus_window / stride); .....[2] } output_length = c-\u003eMakeDim(output_length_value); }\n\nGet the value of stride at [1], and the used at [2]\n```python\nimport tensorflow as tf\n\npara = {'input': tf.constant([[14.], [24.]], dtype=tf.float32), 'window_size': 1, 'stride': 0, 'magnitude_squared': False}\nfunc = tf.raw_ops.AudioSpectrogram\n\n@tf.function(jit_compile=True)\ndef fuzz_jit():\n   y = func(**para)\n   return y\n\nfuzz_jit()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14](https://github.com/tensorflow/tensorflow/commit/d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14).\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.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx\n","status":"published","published":"2023-03-24T21:57:18Z","modified":"2023-03-27T22:01:35Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high"}],"cwes":["CWE-697"],"updated_at":"2026-11-02T14:36:48.905887Z"}],"nvd":[{"id":"CVE-2023-25666","description":"TensorFlow 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.","status":"published","published":"2023-03-25T00:15:07.48Z","modified":"2026-06-17T05:41:41.81Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high","assessor":"secondary"},{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high","assessor":"primary"}],"cwes":["CWE-697"],"updated_at":"2026-11-02T14:07:50.908252Z"}],"osv":[{"id":"AZL-31205","title":"CVE-2023-25666 affecting package tensorflow for versions less than 2.11.1-1","description":"TensorFlow 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.","status":"published","published":"2023-03-25T00:15:07Z","modified":"2026-04-21T04:26:08.901032Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high"}],"updated_at":"2026-11-02T15:28:03.46006Z"},{"id":"AZL-35311","title":"CVE-2023-25666 affecting package tensorflow for versions less than 2.11.1-1","description":"TensorFlow 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.","status":"published","published":"2023-03-25T00:15:07Z","modified":"2026-04-21T04:33:27.508702Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high"}],"updated_at":"2026-11-02T15:28:04.173658Z"},{"id":"CVE-2023-25666","title":"TensorFlow has Floating Point Exception in AudioSpectrogram ","description":"TensorFlow 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.","status":"published","published":"2023-03-24T23:39:55.696Z","modified":"2026-10-28T10:38:31.14378792Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high"}],"cwes":["CWE-697"],"updated_at":"2026-11-02T15:44:30.709518Z"},{"id":"GHSA-f637-vh3r-vfh2","title":"TensorFlow has Floating Point Exception in AudioSpectrogram ","description":"### Impact\nversion:2.11.0 //core/ops/audio_ops.cc:70\n\nStatus SpectrogramShapeFn(InferenceContext* c) { ShapeHandle input; TF_RETURN_IF_ERROR(c-\u003eWithRank(c-\u003einput(0), 2, \u0026input)); int32_t window_size; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"window_size\", \u0026window_size)); int32_t stride; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"stride\", \u0026stride)); .....[1]\n\nDimensionHandle input_length = c-\u003eDim(input, 0); DimensionHandle input_channels = c-\u003eDim(input, 1);\n\nDimensionHandle output_length; if (!c-\u003eValueKnown(input_length)) { output_length = c-\u003eUnknownDim(); } else { const int64_t input_length_value = c-\u003eValue(input_length); const int64_t length_minus_window = (input_length_value - window_size); int64_t output_length_value; if (length_minus_window \u003c 0) { output_length_value = 0; } else { output_length_value = 1 + (length_minus_window / stride); .....[2] } output_length = c-\u003eMakeDim(output_length_value); }\n\nGet the value of stride at [1], and the used at [2]\n```python\nimport tensorflow as tf\n\npara = {'input': tf.constant([[14.], [24.]], dtype=tf.float32), 'window_size': 1, 'stride': 0, 'magnitude_squared': False}\nfunc = tf.raw_ops.AudioSpectrogram\n\n@tf.function(jit_compile=True)\ndef fuzz_jit():\n   y = func(**para)\n   return y\n\nfuzz_jit()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14](https://github.com/tensorflow/tensorflow/commit/d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14).\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.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx\n","status":"published","published":"2023-03-24T21:57:18Z","modified":"2026-07-13T16:43:31.401592124Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high"}],"cwes":["CWE-697"],"updated_at":"2026-11-02T15:46:46.006631Z"},{"id":"PYSEC-2026-1960","title":"TensorFlow has Floating Point Exception in AudioSpectrogram ","description":"### Impact\nversion:2.11.0 //core/ops/audio_ops.cc:70\n\nStatus SpectrogramShapeFn(InferenceContext* c) { ShapeHandle input; TF_RETURN_IF_ERROR(c-\u003eWithRank(c-\u003einput(0), 2, \u0026input)); int32_t window_size; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"window_size\", \u0026window_size)); int32_t stride; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"stride\", \u0026stride)); .....[1]\n\nDimensionHandle input_length = c-\u003eDim(input, 0); DimensionHandle input_channels = c-\u003eDim(input, 1);\n\nDimensionHandle output_length; if (!c-\u003eValueKnown(input_length)) { output_length = c-\u003eUnknownDim(); } else { const int64_t input_length_value = c-\u003eValue(input_length); const int64_t length_minus_window = (input_length_value - window_size); int64_t output_length_value; if (length_minus_window \u003c 0) { output_length_value = 0; } else { output_length_value = 1 + (length_minus_window / stride); .....[2] } output_length = c-\u003eMakeDim(output_length_value); }\n\nGet the value of stride at [1], and the used at [2]\n```python\nimport tensorflow as tf\n\npara = {'input': tf.constant([[14.], [24.]], dtype=tf.float32), 'window_size': 1, 'stride': 0, 'magnitude_squared': False}\nfunc = tf.raw_ops.AudioSpectrogram\n\n@tf.function(jit_compile=True)\ndef fuzz_jit():\n   y = func(**para)\n   return y\n\nfuzz_jit()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14](https://github.com/tensorflow/tensorflow/commit/d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14).\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.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx\n","status":"published","published":"2026-07-07T11:45:16.955602Z","modified":"2026-07-13T16:43:31.401592124Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high"}],"updated_at":"2026-11-02T15:52:55.537808Z"},{"id":"PYSEC-2026-3169","title":"TensorFlow has Floating Point Exception in AudioSpectrogram ","description":"### Impact\nversion:2.11.0 //core/ops/audio_ops.cc:70\n\nStatus SpectrogramShapeFn(InferenceContext* c) { ShapeHandle input; TF_RETURN_IF_ERROR(c-\u003eWithRank(c-\u003einput(0), 2, \u0026input)); int32_t window_size; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"window_size\", \u0026window_size)); int32_t stride; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"stride\", \u0026stride)); .....[1]\n\nDimensionHandle input_length = c-\u003eDim(input, 0); DimensionHandle input_channels = c-\u003eDim(input, 1);\n\nDimensionHandle output_length; if (!c-\u003eValueKnown(input_length)) { output_length = c-\u003eUnknownDim(); } else { const int64_t input_length_value = c-\u003eValue(input_length); const int64_t length_minus_window = (input_length_value - window_size); int64_t output_length_value; if (length_minus_window \u003c 0) { output_length_value = 0; } else { output_length_value = 1 + (length_minus_window / stride); .....[2] } output_length = c-\u003eMakeDim(output_length_value); }\n\nGet the value of stride at [1], and the used at [2]\n```python\nimport tensorflow as tf\n\npara = {'input': tf.constant([[14.], [24.]], dtype=tf.float32), 'window_size': 1, 'stride': 0, 'magnitude_squared': False}\nfunc = tf.raw_ops.AudioSpectrogram\n\n@tf.function(jit_compile=True)\ndef fuzz_jit():\n   y = func(**para)\n   return y\n\nfuzz_jit()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14](https://github.com/tensorflow/tensorflow/commit/d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14).\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.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx\n","status":"published","published":"2026-07-13T14:19:59.648109Z","modified":"2026-07-13T16:43:31.401592124Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high"}],"updated_at":"2026-11-02T15:52:56.429374Z"},{"id":"PYSEC-2026-3317","title":"TensorFlow has Floating Point Exception in AudioSpectrogram ","description":"### Impact\nversion:2.11.0 //core/ops/audio_ops.cc:70\n\nStatus SpectrogramShapeFn(InferenceContext* c) { ShapeHandle input; TF_RETURN_IF_ERROR(c-\u003eWithRank(c-\u003einput(0), 2, \u0026input)); int32_t window_size; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"window_size\", \u0026window_size)); int32_t stride; TF_RETURN_IF_ERROR(c-\u003eGetAttr(\"stride\", \u0026stride)); .....[1]\n\nDimensionHandle input_length = c-\u003eDim(input, 0); DimensionHandle input_channels = c-\u003eDim(input, 1);\n\nDimensionHandle output_length; if (!c-\u003eValueKnown(input_length)) { output_length = c-\u003eUnknownDim(); } else { const int64_t input_length_value = c-\u003eValue(input_length); const int64_t length_minus_window = (input_length_value - window_size); int64_t output_length_value; if (length_minus_window \u003c 0) { output_length_value = 0; } else { output_length_value = 1 + (length_minus_window / stride); .....[2] } output_length = c-\u003eMakeDim(output_length_value); }\n\nGet the value of stride at [1], and the used at [2]\n```python\nimport tensorflow as tf\n\npara = {'input': tf.constant([[14.], [24.]], dtype=tf.float32), 'window_size': 1, 'stride': 0, 'magnitude_squared': False}\nfunc = tf.raw_ops.AudioSpectrogram\n\n@tf.function(jit_compile=True)\ndef fuzz_jit():\n   y = func(**para)\n   return y\n\nfuzz_jit()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14](https://github.com/tensorflow/tensorflow/commit/d0d4e779da0d0f56499c6fa5ba09f0a576cc6b14).\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.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx\n","status":"published","published":"2026-07-13T14:19:59.749585Z","modified":"2026-07-13T16:43:31.401592124Z","cvss":[{"version":"3.1","score":7.5,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","level":"high"}],"updated_at":"2026-11-02T15:52:56.847083Z"},{"id":"BIT-tensorflow-2023-25666","title":"TensorFlow has Floating Point Exception in AudioSpectrogram ","description":"TensorFlow 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.","status":"published","published":"2024-03-06T11:08:49.507Z","modified":"2026-09-08T08:48:20.527474327Z","updated_at":"2026-11-02T15:28:36.104787Z"}]}}