CVE-2026-26210
CVE-2026-26210 is a critical-severity vulnerability in Kvcache-ai Ktransformers with a CVSS 3.x base score of 9.8. It is not currently listed as actively exploited by CISA, and its EPSS exploit-prediction score is low. The underlying weakness is classified as CWE-502.
Key facts
- Severity: Critical (CVSS 3.x base score 9.8)
- CVSS v4: 9.3
- EPSS exploit prediction: 1% (49th percentile)
- Actively exploited: Not listed in CISA KEV
- EU (EUVD) id: EUVD-2026-25305
- Weakness: CWE-502
- Affected product: Kvcache-ai Ktransformers
- Published:
- Last modified:
Description
KTransformers through 0.5.3 contains an unsafe deserialization vulnerability in the balance_serve backend mode where the scheduler RPC server binds a ZMQ ROUTER socket to all interfaces with no authentication and deserializes incoming messages using pickle.loads() without validation. Attackers can send a crafted pickle payload to the exposed ZMQ socket to execute arbitrary code on the server with the privileges of the ktransformers process.
Frequently asked questions
- What is CVE-2026-26210?
- KTransformers through 0.5.3 contains an unsafe deserialization vulnerability in the balance_serve backend mode where the scheduler RPC server binds a ZMQ ROUTER socket to all interfaces with no authentication and deserializes incoming messages using pickle.loads() without validation. Attackers can send a crafted pickle payload to the exposed ZMQ socket to execute arbitrary code on the server with the privileges of the ktransformers process.
- How severe is CVE-2026-26210?
- CVE-2026-26210 has a CVSS 3.x base score of 9.8, rated critical severity. It is exploitable over network with low attack complexity, requires no privileges and no user interaction. Impact on confidentiality is high, integrity high, and availability high.
- Is CVE-2026-26210 being actively exploited?
- It is not currently listed in CISA's KEV catalog. Its EPSS exploit-prediction score is 1% (49th percentile), an estimate of the probability of exploitation in the next 30 days.
- What products are affected by CVE-2026-26210?
- CVE-2026-26210 affects Kvcache-ai Ktransformers. See the affected-products list for the exact vulnerable versions.
- How do I fix CVE-2026-26210?
- Review the linked vendor and NVD advisories for patched versions and mitigations, then upgrade or apply the recommended workaround. Given its critical severity, prioritise patching exposed systems.
- Does CVE-2026-26210 have an EU (EUVD) identifier?
- Yes. CVE-2026-26210 is tracked in the ENISA EU Vulnerability Database (EUVD) as EUVD-2026-25305.
- When was CVE-2026-26210 published?
- CVE-2026-26210 was published on 2026-04-23 and last updated on 2026-06-17.
References
- https://chocapikk.com/posts/2026/ktransformers-pickle-rce/
- https://github.com/kvcache-ai/ktransformers/pull/1944
- https://www.vulncheck.com/advisories/ktransformers-unsafe-deserialization-rce-via-balance-serve
Affected products (1)
- cpe:2.3:a:kvcache-ai:ktransformers:*:*:*:*:*:*:*:*
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