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CVE-2026-106440 · GHSA-5jjj-9xc3-rm56

Hydra: Optuna custom_search_space can resolve and execute untrusted callables via get_method

Risk score
56/100
CVSS
7.8 v3.1
Exploit chance (30 days)
0.3%
Published
6 Oct 2026

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What to know

What it is
Hydra is a framework for elegantly configuring complex applications. From 1.2.0 until 1.3.0 and 1.4.0.dev10, the hydra-optuna-sweeper package accepts a configuration-controlled dotted path in hydra.sweeper.custom_search_space, resolves it with hydra.utils.get_method(), and later invokes the returned callable in the Hy…
Affected
hydra-optuna-sweeper (pip) >= 1.2.0, < 1.3.0; hydra-optuna-sweeper (pip) >= 1.4.0.dev4, < 1.4.0.dev10
Fix
Upgrade hydra-optuna-sweeper to 1.3.0 or 1.4.0.dev10 (whichever matches your release line) or later.
Exploitation
No known exploitation

Why it is Yellow

  • CVSS 7.8 high
  • On your watchlist: PyPI

Affected packages

PackageEcosystemVulnerableFixed in
hydra-optuna-sweeperpip>= 1.2.0, < 1.3.01.3.0
hydra-optuna-sweeperpip>= 1.4.0.dev4, < 1.4.0.dev101.4.0.dev10

References

Original description

Hydra is a framework for elegantly configuring complex applications. From 1.2.0 until 1.3.0 and 1.4.0.dev10, the hydra-optuna-sweeper package accepts a configuration-controlled dotted path in hydra.sweeper.custom_search_space, resolves it with hydra.utils.get_method(), and later invokes the returned callable in the Hydra controller process. Because get_method() is a trusted-input lookup helper and does not apply the execution policy used by instantiate(), an attacker who controls Optuna sweep configuration or command-line overrides can select importable Python code for execution with the application's privileges, including bypassing a trusted execution whitelist on affected Hydra 1.4 development releases. This issue is fixed in versions 1.3.0 and 1.4.0.dev10.

Last activity 6 Oct 2026. Patch Forecast updates every hour.