Red Hat Security Advisory

RHSA-2026:94738

Red Hat AI Inference 3.5.3 (CUDA)

Released 2026-11-03 · Red Hat rating Critical · View on Red Hat →

Fixed in

Red Hat AI Inference Server 3.5 registry.redhat.io/rhaii/vllm-cuda-rhel9

Fixes 60 records

TI-2026-76627 CVE-2026-112896 · GHSA-pchr-8j38-3x4p

Out-of-bounds read in Pillow TIFF encoder ColorMap handling

HIGH 77

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.8 Network No auth No interaction EPSS 0.00475 Published 2026-10-19 Partial fix · 13.0.0 CWE-125

TI-2026-76625 CVE-2026-112894 · GHSA-jg86-v3jv-hrpm

Quadratic-time denial of service in Pillow PDF save_all

HIGH 77

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00594 Published 2026-10-19 Partial fix · 13.0.0 CWE-407

TI-2026-76605 CVE-2026-112405 · GHSA-cp9v-662q-vvx9

NULL pointer dereference in Pillow's Image.merge function

HIGH 77

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00594 Published 2026-10-19 Partial fix · 13.0.0 CWE-476

TI-2026-76604 CVE-2026-112404 · GHSA-c6hw-5grf-ff96

Out-of-bounds read in Pillow TIFF decoding leaks heap memory

HIGH 77

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.8 Network No auth No interaction EPSS 0.00444 Published 2026-10-19 Partial fix · 13.0.0 CWE-126

TI-2026-76602 CVE-2026-112402 · GHSA-7mwm-ghpf-9vrm

Double free in Pillow ImagingScaleAffine on allocation failure

HIGH 77

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00594 Published 2026-10-19 Partial fix · 13.0.0 CWE-416

TI-2026-76600 CVE-2026-112400 · GHSA-65qm-jvmh-6pqg

GIF seek in Pillow keeps rejected size, allowing denial of service

HIGH 77

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00594 Published 2026-10-19 Partial fix · 13.0.0 CWE-400

TI-2026-76599 CVE-2026-112399 · GHSA-5xm2-6676-qcp9

Excessive memory use in Pillow APNG handling enables denial of service

HIGH 77

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00529 Published 2026-10-19 Partial fix · 13.0.0 CWE-789

TI-2026-76597 CVE-2026-112397 · GHSA-58r4-6rv3-gfh8

Out-of-bounds memory access in Pillow morphology on zero-width images

HIGH 77

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00573 Published 2026-10-19 Partial fix · 13.0.0 CWE-787

TI-2026-63056 CVE-2026-93592 · GHSA-c3vq-r33v-49cr

vLLM before 0.28.0 Denial of Service via negative token ID

HIGH 77

vLLM versions before 0.28.0 fail to validate the lower bound of token IDs in the /v1/embeddings and /pooling endpoints, allowing unauthenticated attackers to crash the engine by submitting negative token IDs.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00544 Published 2026-09-18 Partial fix · 0.28.0 CWE-129

TI-2026-79005 CVE-2026-96640 · GHSA-mrfp-p49p-3hf2

Resource exhaustion in Pillow PDF append via malformed page tree

HIGH 75

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.2 Network No auth No interaction EPSS 0.00604 Published 2026-10-21 Partial fix · 13.0.0 CWE-400

TI-2026-76624 CVE-2026-112893 · GHSA-j4m9-6w36-pw47

Invalid free in Pillow FreeType rendering when a stroker is active

HIGH 75

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.2 Network No auth No interaction EPSS 0.00549 Published 2026-10-19 Partial fix · 13.0.0 CWE-457

TI-2026-76603 CVE-2026-112403 · GHSA-8g5g-8vmr-9782

Heap buffer overflow in Pillow JPEG decoder

HIGH 75

Pillow is a Python imaging library.

CVSS 4.0CRITICAL 9.2 Network No auth No interaction EPSS 0.00945 Published 2026-10-19 Partial fix · 13.0.0 CWE-122

TI-2026-76598 CVE-2026-112398 · GHSA-5x8w-8jj5-q52h

Heap buffer overflow in Pillow FlashPix JPEG decoding

HIGH 75

Pillow is a Python imaging library.

CVSS 4.0CRITICAL 9.2 Network No auth No interaction EPSS 0.00696 Published 2026-10-19 Partial fix · 13.0.0 CWE-122

TI-2026-76595 CVE-2026-112395 · GHSA-462x-pgg6-55fp

Pillow tiled-TIFF decoder reads past tile buffer

HIGH 75

Pillow is a Python imaging library.

CVSS 3.1HIGH 8.2 Network No auth No interaction EPSS 0.00514 Published 2026-10-19 Partial fix · 13.0.0 CWE-122

TI-2026-76593 CVE-2026-112393 · GHSA-332p-7hrc-92wf

Pillow heap buffer overflow in _tiffWriteProc when saving TIFF to BytesIO

HIGH 75

Pillow is a Python imaging library.

CVSS 4.0CRITICAL 9.2 Network No auth No interaction EPSS 0.01019 Published 2026-10-19 Partial fix · 13.0.0 CWE-122

TI-2026-76592 CVE-2026-112392 · GHSA-27h8-gf7j-v5hc

NULL dereference in Pillow rank filters crashes on zero-size images

HIGH 75

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.2 Network No auth No interaction EPSS 0.00593 Published 2026-10-19 Partial fix · 13.0.0 CWE-476

TI-2026-76590 CVE-2026-112390 · GHSA-22hg-r758-rrw9

Infinite loop in Pillow MIC frame counting with embedded TIFF

HIGH 75

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.2 Network No auth No interaction EPSS 0.00593 Published 2026-10-19 Partial fix · 13.0.0 CWE-835

TI-2026-76628 CVE-2026-112897 · GHSA-q45j-58j2-45rg

Pillow returns uninitialized memory as TIFF pixels

HIGH 71

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00479 Published 2026-10-19 Partial fix · 13.0.0 CWE-908

TI-2026-76629 CVE-2026-112898 · GHSA-rfgq-q3w2-pmv2

Information disclosure in Pillow Image.quantize() via empty palette

HIGH 70

Pillow is a Python imaging library.

CVSS 4.0MEDIUM 6.9 Network No auth No interaction EPSS 0.00339 Published 2026-10-19 Partial fix · 13.0.0 CWE-457

TI-2026-79011 CVE-2026-114501 · GHSA-654x-cwwv-5j9c

Pillow Arrow export leaks stale heap memory when alignment is set

HIGH 67

Pillow is a Python imaging library.

CVSS 4.0MEDIUM 6.3 Network No auth No interaction EPSS 0.0037 Published 2026-10-21 Partial fix · 13.0.0 CWE-226

TI-2026-76594 CVE-2026-112394 · GHSA-4558-3h8r-v8xp

Out-of-bounds read in Pillow P;2L and P;4L raw decoders

HIGH 67

Pillow is a Python imaging library.

CVSS 4.0MEDIUM 6.3 Network No auth No interaction EPSS 0.00555 Published 2026-10-19 Partial fix · 13.0.0 CWE-126

TI-2026-78997 CVE-2026-96644 · GHSA-9v9v-9qvf-h2hj

Heap over-read in Pillow WMF and EMF rendering on Windows

MEDIUM 64

Pillow is a Python imaging library.

CVSS 4.0HIGH 7.1 Network No auth User interaction EPSS 0.00384 Published 2026-10-21 Partial fix · 13.0.0 CWE-125

TI-2026-78993 CVE-2026-96642 · GHSA-3j72-p6qg-6xp7

Infinite CPU loop in Pillow TarIO with negative member size

MEDIUM 64

Pillow is a Python imaging library.

CVSS 4.0HIGH 7.1 Network No auth User interaction EPSS 0.00345 Published 2026-10-21 Partial fix · 13.0.0 CWE-835

TI-2026-76862 CVE-2026-112940 · GHSA-v4x8-3wr5-3wq8

Symlink race in filelock ReadWriteLock lets attackers overwrite files

MEDIUM 64

filelock is a platform-independent file lock for Python.

CVSS 3.1HIGH 7.1 Local Low privileges No interaction EPSS 0.0019 Published 2026-10-20 Partial fix · 4.2.1 CWE-363

TI-2026-64810 CVE-2026-100650 · GHSA-j8gm-f3cq-6c27

vLLM before 0.29.0 Resource Exhaustion via Unbounded Media Materialization

MEDIUM 64

vLLM through 0.29.0 fetches and fully materializes remote or inline media before enforcing its documented media controls (the VLLM_MAX_AUDIO_CLIP_FILESIZE_MB compressed-audio size cap, default 25 MB, and the per-modality…

CVSS 4.0HIGH 7.1 Network Low privileges No interaction EPSS 0.00808 Published 2026-09-26 Partial fix · 0.29.0 CWE-400

TI-2026-79305 CVE-2026-114603 · GHSA-xcq7-p3pf-p88h

Regex backtracking in OpenTelemetry Python tracestate parsing

MEDIUM 63

OpenTelemetry Python provides the Python API and SDK for OpenTelemetry.

CVSS 3.1MEDIUM 5.3 Network No auth No interaction EPSS 0.00487 Published 2026-10-22 Partial fix · 1.45.1 CWE-1333

TI-2026-51646 CVE-2026-73556 · GHSA-48jh-3gj7-fg8v

Regular expression denial of service in vllm-project vllm

MEDIUM 63

vLLM is an inference and serving engine for large language models.

CVSS 3.1MEDIUM 5.3 Network No auth No interaction EPSS 0.00515 Published 2026-08-13 Partial fix · 0.26.0 CWE-1333

TI-2026-79002 CVE-2026-96636 · GHSA-p8hx-v2p6-rp84

Pillow decompression-bomb check bypassed by multi-frame seek()

MEDIUM 62

Pillow is a Python imaging library.

CVSS 3.1MEDIUM 6.5 Network No auth User interaction EPSS 0.00345 Published 2026-10-21 Partial fix · 13.0.0 CWE-400

TI-2026-78992 CVE-2026-96641 · GHSA-4rm8-3hmm-39fg

Integer overflow in Pillow font width calculation

MEDIUM 62

Pillow is a Python imaging library.

CVSS 3.1MEDIUM 6.5 Network No auth User interaction EPSS 0.00345 Published 2026-10-21 Partial fix · 13.0.0 CWE-190

TI-2026-79004 CVE-2026-96639 · GHSA-v9pv-5gc8-w2m6

Pillow multi-frame loaders reuse stale native image storage

MEDIUM 50

Pillow is a Python imaging library.

CVSS 3.1CRITICAL 9.8 Network No auth No interaction EPSS 0.00659 Published 2026-10-21 Partial fix · 13.0.0 CWE-125

TI-2026-76630 CVE-2026-112900 · GHSA-w889-685w-c8fh

Argument injection in Pillow Ghostscript call can run commands

MEDIUM 50

Pillow is a Python imaging library.

CVSS 4.0CRITICAL 9.2 Network No auth No interaction EPSS 0.01303 Published 2026-10-19 Partial fix · 13.0.0 CWE-78

TI-2026-80516 CVE-2026-115915 · GHSA-h3rc-j82p-2c3h

Untrusted image decoding in vLLM enables denial of service

MEDIUM 44

vLLM is an inference and serving engine for large language models.

CVSS 3.1CRITICAL 9.8 Network No auth No interaction EPSS 0.0066 Published 2026-10-26 Partial fix · 0.32.0 CWE-183

TI-2026-80197 CVE-2026-116179 · GHSA-6vc9-vh4h-cxh4

Resource exhaustion in vLLM lets API clients crash the API frontend

MEDIUM 44

vLLM from 0.18.0 before 0.31.0 contains a resource exhaustion vulnerability that allows API clients to bypass the video/jpeg frame-count cap by overriding num_frames through media_io_kwargs.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00321 Published 2026-10-25 Partial fix · 0.31.0 CWE-770

TI-2026-80194 CVE-2026-116176 · GHSA-3r8v-vh9c-f8hq

Server-side request forgery in vLLM P2pNcclConnector via X-Request-Id

MEDIUM 44

vLLM from 0.9.2 before 0.24.0 contains a server-side request forgery vulnerability that allows API callers to force outbound connections by embedding a decode address in the X-Request-Id header.

CVSS 4.0HIGH 8.8 Network No auth No interaction EPSS 0.00318 Published 2026-10-25 Partial fix · 0.24.0 CWE-918

TI-2026-76626 CVE-2026-112895 · GHSA-p4wg-p73j-c528

Uncontrolled recursion in Pillow PDF parser causes denial of service

MEDIUM 44

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00594 Published 2026-10-19 Partial fix · 13.0.0 CWE-674

TI-2026-76606 CVE-2026-112406 · GHSA-f2g6-542v-9j58

Infinite loop in Pillow PdfParser.rewrite_pages on cyclic page tree

MEDIUM 44

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00573 Published 2026-10-19 Partial fix · 13.0.0 CWE-835

TI-2026-63479 CVE-2026-94624 · GHSA-8qpc-6rxx-4pxf · GHSA-frvg-qw88-hww9

vLLM through 0.29.0 Denial of Service via Unbounded P2P KV Offloading Sessions

MEDIUM 44

vLLM through 0.29.0 contains a denial of service vulnerability in P2P KV offloading when OffloadingConnector is configured with TieringOffloadingSpec and a peer-to-peer secondary tier.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00434 Published 2026-09-21 Partial fix · 0.32.0 CWE-770

TI-2026-80195 CVE-2026-116177 · GHSA-p9gm-63qh-x2pq

Decompression-bomb guard bypass in vLLM Nemotron-VL processors

MEDIUM 43

vLLM from 0.10.2 before 0.25.0 contains an uncontrolled resource consumption vulnerability that allows unauthenticated attackers to exhaust memory because the Nemotron-VL processors globally set Image.MAX_IMAGE_PIXELS to…

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00291 Published 2026-10-25 Partial fix · 0.25.0 CWE-400

TI-2026-78666 CVE-2026-114053 · GHSA-h3rc-6mm3-gc2m

Remote code execution in vLLM via mm_processor_kwargs.code_revision

MEDIUM 42

vLLM from 0.7.3 before 0.31.0 forwards the request-supplied mm_processor_kwargs.code_revision to Transformers AutoProcessor.from_pretrained, letting clients select which revision of a model's dynamic processor code is im…

CVSS 4.0CRITICAL 9.2 Network No auth No interaction EPSS 0.00462 Published 2026-10-21 Partial fix · 0.31.0 CWE-94

TI-2026-76527 CVE-2026-111064 · GHSA-5wr8-gcqf-gqf3

Missing initial request timeout in aiohttp server

MEDIUM 42

AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python.

CVSS 4.0HIGH 8.2 Network No auth No interaction EPSS 0.00399 Published 2026-10-19 Partial fix · 3.14.4 CWE-770

TI-2026-76623 CVE-2026-112892 · GHSA-gg2r-wvfm-q9rx

Unbounded memory expansion in Pillow MSP RLE decoder

LOW 38

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.7 Network No auth No interaction EPSS 0.00503 Published 2026-10-19 Partial fix · 13.0.0 CWE-409

TI-2026-85664 CVE-2026-112902

Memory disclosure in Pillow libtiff TIFF encoder via crafted tags

LOW 37

Pillow is a Python imaging library.

CVSS 4.0HIGH 8.3 Network No auth No interaction EPSS 0.00495 Published 2026-11-05 Partial fix · 13.0.0 CWE-686

TI-2026-79003 CVE-2026-96637 · GHSA-g842-9rc4-69pw

Decompression bomb check bypass in Pillow allows memory exhaustion

LOW 37

Pillow is a Python imaging library.

CVSS 4.0HIGH 7.1 Network No auth User interaction EPSS 0.00373 Published 2026-10-21 Partial fix · 13.0.0 CWE-400

TI-2026-78996 CVE-2026-96643 · GHSA-g4qv-2jxx-769h

Pillow PNG eXIf chunk makes EXIF parsing run in quadratic time

LOW 37

Pillow is a Python imaging library.

CVSS 4.0HIGH 7.1 Network No auth User interaction EPSS 0.00373 Published 2026-10-21 Partial fix · 13.0.0 CWE-407

TI-2026-76631 CVE-2026-112901 · GHSA-xgh8-jp6q-p5x8

Regular expression denial of service in Pillow XBM image parser

LOW 37

Pillow is a Python imaging library.

CVSS 4.0MEDIUM 6.9 Network No auth No interaction EPSS 0.00532 Published 2026-10-19 Partial fix · 13.0.0 CWE-1333

TI-2026-76622 CVE-2026-112891 · GHSA-fc9g-5qg7-mf45

Quadratic GIF comment copying in Pillow slows GIF saving

LOW 37

Pillow is a Python imaging library.

CVSS 4.0MEDIUM 6.9 Network No auth No interaction EPSS 0.00549 Published 2026-10-19 Partial fix · 13.0.0 CWE-407

TI-2026-76601 CVE-2026-112401 · GHSA-74r2-7ff9-mjj2

Quadratic GIF comment handling in Pillow allows denial of service

LOW 37

Pillow is a Python imaging library.

CVSS 4.0MEDIUM 6.9 Network No auth No interaction EPSS 0.00649 Published 2026-10-19 Partial fix · 13.0.0 CWE-407

TI-2026-76528 CVE-2026-111065 · GHSA-6cjc-53gc-5rqm

Connector pool exhaustion in AIOHTTP via Max-Age overflow

LOW 37

AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python.

CVSS 4.0MEDIUM 6.9 Network No auth No interaction EPSS 0.00395 Published 2026-10-19 Partial fix · 3.14.4 CWE-770

TI-2026-74320 CVE-2026-59951 · GHSA-84m7-p3x7-pcfv

Unbounded sessions in MCP Python SDK StreamableHTTP transport

LOW 37

The MCP Python SDK, called mcp on PyPI, is a Python implementation of the Model Context Protocol (MCP).

CVSS 4.0MEDIUM 6.9 Network No auth No interaction EPSS 0.00458 Published 2026-10-14 Partial fix · 1.30.0, 2.2.0 CWE-400

TI-2026-80198 CVE-2026-116180 · GHSA-v8gv-gxpf-cg62

vLLM denial of service lets a client crash the shared engine

LOW 36

vLLM from 0.8.5 before 0.31.0 has a denial of service flaw.

CVSS 4.0HIGH 8.3 Network Low privileges No interaction EPSS 0.00254 Published 2026-10-25 Partial fix · 0.31.0 CWE-908

TI-2026-78998 CVE-2026-96778 · GHSA-g7cr-3p24-7wf7

Heap buffer overflow in Pillow JPEG encoder when writing comments

LOW 36

Pillow is a Python imaging library.

CVSS 4.0HIGH 7.7 Network No auth User interaction EPSS 0.00454 Published 2026-10-21 Partial fix · 13.0.0 CWE-787

TI-2026-76529 CVE-2026-111066 · GHSA-9xw5-w5jj-pvcg

File descriptor exhaustion in AIOHTTP multipart request processing

LOW 36

AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python.

CVSS 4.0HIGH 8.2 Network No auth No interaction EPSS 0.00412 Published 2026-10-19 Partial fix · 3.14.4 CWE-400

TI-2026-76526 CVE-2026-111063 · GHSA-494j-54xm-rwp3

AIOHTTP does not enforce the Secure attribute on shared cookies

LOW 36

AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python.

CVSS 4.0MEDIUM 6.3 Network No auth No interaction EPSS 0.00233 Published 2026-10-19 Partial fix · 3.14.4 CWE-1004

TI-2026-76596 CVE-2026-112396 · GHSA-4rr5-89j8-mwwm

Heap use-after-free in Pillow TIFF encoding to in-memory buffer

LOW 34

Pillow is a Python imaging library.

CVSS 3.1HIGH 7.5 Network No auth No interaction EPSS 0.00694 Published 2026-10-19 Partial fix · 13.0.0 CWE-416

TI-2026-76532 CVE-2026-111750 · GHSA-pqxq-w44r-73xw

Request smuggling in aiohttp pure-Python HTTP parser

LOW 34

AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python.

CVSS 4.0MEDIUM 6.3 Network No auth No interaction EPSS 0.00382 Published 2026-10-19 Partial fix · 3.14.4 CWE-444

TI-2026-79000 CVE-2026-114406 · GHSA-jrx5-4fv3-4mcq

Red Hat system CA store trusts weak eMudhra intermediate certificates

LOW 32

The system certificate authority (CA) store in Red Hat products, distributed via ca-certificates RPM packages, included multiple root CA certificates of authorities, which signed intermediate CA certificates with weak pr…

CVSS 3.1MEDIUM 6.8 Network No auth User interaction EPSS 0.0031 Published 2026-10-21 Partial fix · 2026.2.92_v9.0.319-100.3.el10_2, 2026.2.92_v9.0.319-100.3.el10_0 +138 CWE-295

TI-2026-85661 CVE-2026-112899

Pillow EPS scale rendering bypasses decompression bomb limit

LOW 29

Pillow is a Python imaging library.

CVSS 4.0MEDIUM 6.3 Network No auth No interaction EPSS 0.00538 Published 2026-11-05 Partial fix · 13.0.0 CWE-770

TI-2026-78991 CVE-2026-96638 · GHSA-24rc-8hj2-v98c

Memory exhaustion in Pillow BMP RLE decoder enables denial of service

LOW 29

Pillow is a Python imaging library.

CVSS 3.1MEDIUM 6.5 Network No auth User interaction EPSS 0.00345 Published 2026-10-21 Partial fix · 13.0.0 CWE-400

TI-2026-76591 CVE-2026-112391 · GHSA-254f-3936-288h

Unbounded recursion in Pillow PdfParser lets attackers crash workers

LOW 29

Pillow is a Python imaging library.

CVSS 4.0MEDIUM 6.3 Network No auth No interaction EPSS 0.00581 Published 2026-10-19 Partial fix · 13.0.0 CWE-835

TI-2026-76530 CVE-2026-111748 · GHSA-f9xw-jh8m-3mwq

Absolute-form request targets can spoof Request.scheme in AIOHTTP

LOW 28

AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python.

CVSS 4.0MEDIUM 6.3 Network No auth No interaction EPSS 0.00386 Published 2026-10-19 Partial fix · 3.14.4 CWE-807