CVE-2026-0599Disclosure

LOWCVSS 7.5 · HIGH

Signal is active with 1 mentions in latest observed window

Immediate actions

  • Track advisory updates for patch or workaround availability

Recommended action window: Monitor and triage in normal cycle

NVD description

A vulnerability in huggingface/text-generation-inference version 3.3.6 allows unauthenticated remote attackers to exploit unbounded external image fetching during input validation in VLM mode. The issue arises when the router scans inputs for Markdown image links and performs a blocking HTTP GET request, reading the entire response body into memory and cloning it before decoding. This behavior can lead to resource exhaustion, including network bandwidth saturation, memory inflation, and CPU overutilization. The vulnerability is triggered even if the request is later rejected for exceeding token limits. The default deployment configuration, which lacks memory usage limits and authentication, exacerbates the impact, potentially crashing the host machine. The issue is resolved in version 3.3.7.

0.0/ 10 priority

Sources & remediation

Weakness type (CWE)
CWE-400

Priority

LOW

Exploitation

NONE

PoC

NONE

Patch

NONE

Momentum

NONE

Threat summary

  • 1 mentions across 1 observed day

What's happening

  • Technical details provided in 1 signal
  • Disclosure: 1 classified signal
  • 1 total mentions across 1 day

Deep dive

Activity timeline1 mentions / 1d
00111Mentions · 2026-02-26: 1Technical Details · 2026-02-26: 102-26
Signal classification1 categories
Disclosure
1100.0%
Full discourse1 post
  • RagingCISO@CisoRaging77913
    Disclosure

    CVE-2026-0599: HuggingFace VLM fetches Markdown images with zero limits—size, timeout, nothing. Trivial DoS, crash your inference cluster. MLOps deployed a network gateway fetching anything "for model context." SSRF 101, rebranded as AI infrastructure. Beautiful slides though.

    Post summary

    The post outlines CVE‑2026‑0599, a HuggingFace VLM vulnerability that allows unlimited Markdown image fetching, leading to DoS and SSRF, but it does not mention a PoC, exploit, patch, or active exploitation.

    0000045
    5 followersView on X

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