CVE-2026-71281
RCE via torch.load in Hugging Face peft LoRA-GA/CorDA
Is CVE-2026-71281 being exploited?
Not confirmed. CVE-2026-71281 does not appear in CISA's Known Exploited Vulnerabilities catalog, which records only exploitation that has been observed and reported publicly. That is evidence of absence of a report, not evidence the flaw is unattacked. EPSS currently estimates a 0.27% probability of exploitation in the next 30 days.
How severe is CVE-2026-71281?
CVE-2026-71281 is rated High with a CVSS score of 8.8. Severity describes how bad exploitation would be, not how likely it is: pair it with exploitation evidence before deciding what to patch first.
Is there a patch for CVE-2026-71281?
Not known from our data. No patch reference has been recorded for CVE-2026-71281, which is not the same as no patch existing — a fix may have shipped without a tagged reference, or after this record was written. The vendor advisory is the only authority on whether a fix exists, and mitigations may be available regardless.
What does CVE-2026-71281 affect?
CVE-2026-71281 affects huggingface/peft (LoRA-GA module), huggingface/peft (CorDA module), Python ML workflows that load LoRA cache/covariance files. Confirm the exact affected versions against the vendor advisory before deciding you are exposed.
What should I do about CVE-2026-71281?
Do not load untrusted LoRA/CorDA files; enforce weights_only=True or sandbox loads; apply vendor patch when released.
Exploitation status reflects CISA's KEV catalog as we last synced it. Check the catalog directly.
Arbitrary code execution by deserializing malicious LoRA/CorDA cache or covariance files via torch.load without weights_only=True.
Immediate action required
- affected<= 0.19.1
As published in the CVE Program record. A version outside these ranges is not a statement that it is unaffected — vendors sometimes understate a range, and distribution-backported builds carry upstream numbers that do not reflect what was patched into them.