CVE-2026-25874
CRITICALLeRobot Unsafe Deserialization Remote Code Execution via gRPC
Title source: cnaDescription
LeRobot through 0.5.1 contains an unsafe deserialization vulnerability in the async inference pipeline where pickle.loads() is used to deserialize data received over unauthenticated gRPC channels without TLS in the policy server and robot client components. An unauthenticated network-reachable attacker can achieve arbitrary code execution on the server or client by sending a crafted pickle payload through the SendPolicyInstructions, SendObservations, or GetActions gRPC calls.
References (5)
Core 5
Core References
Exploit technical-description
exploit
https://chocapikk.com/posts/2026/lerobot-pickle-rce/
Issue Tracking issue-tracking
https://github.com/huggingface/lerobot/issues/3047
Mitigation mitigation
https://github.com/huggingface/lerobot/pull/3048
Vendor Advisory vendor-advisory
https://github.com/huggingface/lerobot/issues/3134
Third Party Advisory third-party-advisory
https://www.vulncheck.com/advisories/lerobot-unsafe-deserialization-remote-code-execution-via-grpc
Scores
CVSS v3
9.8
EPSS
0.1555
EPSS Percentile
96.4%
Attack Vector
NETWORK
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
CISA SSVC
Vulnrichment
Exploitation
poc
Automatable
yes
Technical Impact
total
Details
CWE
CWE-502
Status
published
Products (2)
Hugging Face/LeRobot
< 0.5.1
huggingface/lerobot
< 0.5.1
Published
Apr 23, 2026
Tracked Since
Apr 24, 2026