๐Ÿ” CVE Alert

CVE-2026-79785

MEDIUM 5.9

X-AnyLabeling before 4.0.0-beta.9 Improper Certificate Validation in Model Downloads

CVSS Score
5.9
EPSS Score
0.0%
EPSS Percentile
0th

X-AnyLabeling's model downloader disabled TLS certificate verification. download_with_retry in anylabeling/services/auto_labeling/model.py built a context with ssl._create_unverified_context() and passed it to urllib.request.urlopen, so neither the certificate chain nor the hostname was checked on any model download, and models are fetched over HTTPS from the project's release host. Any party positioned to intercept that connection could therefore answer it with content of their own choosing. The response is written to a .part file and moved into place with os.replace, and the only post-download check, safe_check_model, validates the file's format rather than its provenance: no hash or signature is compared against an expected value. For an ONNX target the substituted file passes onnx.checker.check_model and is then used for inference, so the attacker chooses the model that produces the application's annotations. For a .pth or .pt target, which the shipped SAM2 video, YOLOE, UPN and open_vision configurations use, the check worker calls torch.load without weights_only, so a substituted file is unpickled and executes code of the attacker's choosing on PyTorch releases predating the weights_only default.

CWE CWE-295
Vendor cvhub520
Product x-anylabeling
Published Aug 25, 2026
Stay Ahead of the Next One

Get instant alerts for cvhub520 x-anylabeling

Be the first to know when new medium vulnerabilities affecting cvhub520 x-anylabeling are published โ€” delivered to Slack, Telegram or Discord.

Get Free Alerts โ†’ Free ยท No credit card ยท 60 sec setup

CVSS v3 Breakdown

CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:H/A:N
Attack Vector
Network
Attack Complexity
High
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
None
Integrity
High
Availability
None

Affected Versions

CVHub520 / X-AnyLabeling
0 < 4.0.0-beta.9
CVHub520 / X-AnyLabeling
0 < 4.0.0b9

References

NVD โ†— CVE.org โ†— EPSS Data โ†—
github.com: https://github.com/CVHub520/X-AnyLabeling github.com: https://github.com/CVHub520/X-AnyLabeling/commit/52f7c30333f3f99711f09334d740212aa30b9958 github.com: https://github.com/CVHub520/X-AnyLabeling/releases/tag/v4.0.0-beta.9 github.com: https://github.com/CVHub520/X-AnyLabeling/blob/v4.0.0-beta.8/anylabeling/services/auto_labeling/model.py pypi.org: https://pypi.org/project/x-anylabeling-cvhub/ vulncheck.com: https://www.vulncheck.com/advisories/x-anylabeling-before-4.0.0-beta.9-improper-certificate-validation-in-model-downloads

Credits

Yu Sun