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Red Hat Security Advisory

RHSA-2026:83121

Red Hat AI Inference 3.4.6 (rocm)

Released 2026-10-14 · Red Hat rating Important · View on Red Hat →

Fixed in

Fixes 16 records

Priority 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
Priority 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
Priority MEDIUM 64

Hugging Face Accelerate through 1.14.0 contains a path traversal vulnerability in load_checkpoint_in_model and load_checkpoint_and_dispatch functions that fail to sanitize weight_map entries from sharded checkpoint index…

CVSS 4.0MEDIUM 6.9 Local No auth User interaction EPSS 0.00187 Published 2026-08-10 Partial fix CWE-22
Priority MEDIUM 41

Hugging Face peft's LoRA-GA and CorDA initialization modules (src/peft/tuners/lora/corda.py lines ~102 and ~163, and src/peft/tuners/lora/loraga.py line ~101) call torch.load on config-specified cache/covariance files wi…

CVSS 3.1HIGH 8.8 Network No auth User interaction EPSS 0.00497 Published 2026-08-05 Partial fix CWE-502