Pickle serialization vulnerable to Deserialization of Untrusted Data
### What We are using pickle as default serialization module but that has known security issues (see e.g. https://medium.com/ochrona/python-pickle-is-notoriously-insecure-d6651f1974c9). In summary, it is not advisable to open Pickles that you create yourself locally. In vantage6, algorithms use pickles to send aggregated data around and to pack algorithm input or output. All of the Python algorithms that use the wrappers with default serialization are therefore vulnerable to this issue. Solution: we should use JSON instead ### Impact All users of vantage6 that post tasks with algorithms that use the default serialization. The default serialization is used by default with all algorithm wrappers. ### Patches Not yet ### Workarounds Specify JSON serialization
beschreibt (1)
Zugehörige CVEs.
| ID | Schweregrad | ausnutzbar | ||
|---|---|---|---|---|
| CVE-2023-23930US | high7.2 | — | ||
vantage6 is privacy preserving federated learning infrastructure. Versions prior to 4.0.0 use pickle, which has known security issue, as a default serialization module but that has… | ||||
Referenzen
Externe Belege — Patches, Meldungen, Analysen.
- https://github.com/pypa/advisory-database/tree/main/vulns/vantage6/PYSEC-2023-196.yamlWEB
- https://github.com/vantage6/vantage6PACKAGE
- https://github.com/vantage6/vantage6/blob/0682c4288f43fee5bcc72dc448cdd99bd7e57f76/docs/release_notes.rst#400WEB
- https://github.com/vantage6/vantage6/commit/e62f03bacf2247bd59eed217e2e7338c3a01a5f0WEB
- https://github.com/vantage6/vantage6/security/advisories/GHSA-5m22-cfq9-86x6WEB
- https://medium.com/ochrona/python-pickle-is-notoriously-insecure-d6651f1974c9WEB
- https://nvd.nist.gov/vuln/detail/CVE-2023-23930ADVISORY
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