Download Latest Version Keras 3.15.1 source code.zip (2.7 MB)
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Release Notes

Keras 3.15.1 is a patch release containing important security hardening, bug fixes, and Python 3.14 compatibility improvements.

Security Fixes

  • Restrict unpickling when loading IMDB and Reuters datasets — Prevents insecure deserialization (CWE-502) by replacing bare np.load(allow_pickle=True) with a restricted unpickler that only permits numpy array reconstruction. (#23047) by @LinZiyuu
  • Verify all intermediary H5 groups when navigating H5 files — Manually resolves nested H5 group paths to verify group types at each step, preventing potential path traversal issues. (#23168) by @hertschuh
  • Reject decompression-bomb members on the .keras asset extraction path — Adds per-member decompression-ratio checks before extracting .keras archives to disk, preventing disk-exhaustion attacks via crafted archives. (#23101) by @LinZiyuu
  • Restrict unpickling when loading CIFAR datasets — Replaces bare cPickle.load in CIFAR-10/100 batch loading with the numpy-only RestrictedUnpickler, blocking arbitrary code execution via pickle gadgets. (#23252) by @SABITHSAHEB

Bug Fixes

  • Refactor _load_state to capture weight store while preserving Keras test passing — Improves model loading efficiency by capturing the weight store into a local variable, and enhances nested container detection in legacy files with isolated failure tracking. (#23226) by @buildwithsuhana
  • Fix TraceContext error for NNX backend — Fixes TraceContext errors when using JAX NNX backend with models like T5 that lack a build method. Skips trace-level checks during symbolic shape inference and handles Flax 0.12 API changes. Fixes #23289. (#23326) by @divyashreepathihalli

Compatibility

  • Fixes for Python 3.14 — Resolves NotImplementedError boolean coercion changes in Python 3.14 and fixes dimension filtering in shape utilities. (#23259) by @hertschuh

Contributors

Thank you to all the contributors who made this release possible! 🎉

  • @LinZiyuu — Security hardening for IMDB, Reuters, and .keras asset extraction (#23047, #23101)
  • @hertschuh — H5 group verification, Python 3.14 compatibility (#23168, #23259)
  • @buildwithsuhana — Model loading refactor (#23226)
  • @SABITHSAHEB — CIFAR dataset pickle restriction (#23252)
  • @divyashreepathihalli — NNX backend TraceContext fix (#23326)

Full Changelog: https://github.com/keras-team/keras/compare/v3.15.0...v3.15.1

Source: README.md, updated 2026-07-29