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Issue title

Workflow uses `secrets.CODECOV_TOKEN` on a `pull_request` trigger

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Top 5 (default)
Severity Rule Title File:line
CRIT MINED018 [MINED018] Unsafe Deserialization Pickle: pickle.loads / yaml.load (without Loader=SafeLo… keras/src/utils/python_utils.py:95
CRIT SEC081 [SEC081] Python: pickle.loads / marshal.loads on untrusted data: pickle.load(s) and marsh… keras/src/utils/python_utils.py:95
CRIT MINED107 Missing import: `array` used but not imported keras/src/trainers/data_adapters/array_…:253
CRIT MINED116 Workflow uses `secrets.CODECOV_TOKEN` on a `pull_request` trigger .github/workflows/gpu_tests.yml:87
CRIT MINED116 Workflow uses `secrets.CODECOV_TOKEN` on a `pull_request` trigger .github/workflows/actions.yml:154
CRIT MINED116 Workflow uses `secrets.CODECOV_TOKEN` on a `pull_request` trigger .github/workflows/actions.yml:101
CRIT MINED116 Workflow uses `secrets.CODECOV_TOKEN` on a `pull_request` trigger .github/workflows/actions.yml:85
CRIT MINED116 Workflow uses `secrets.CODECOV_TOKEN` on a `pull_request` trigger .github/workflows/tpu_tests.yml:86
HIGH MINED036 [MINED036] Python Os System Call: os.system() invokes shell with no escaping. pip_build.py:100
HIGH MINED004 [MINED004] Weak Crypto: MD5/SHA1/DES/RC4 used for security context (not just checksums). keras/src/legacy/preprocessing/text.py:66
HIGH SEC078 [SEC078] Python: requests without timeout: requests.get/post without a timeout will hang … keras/src/callbacks/remote_monitor.py:70
HIGH MINED001 [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows e… keras/src/legacy/saving/json_utils.py:126
HIGH MINED001 [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows e… keras/src/layers/normalization/group_no…:119
HIGH MINED001 [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows e… keras/src/backend/tensorflow/trackable.…:21
HIGH SEC128 [SEC128] Async function without await — fire-and-forget Promise (AI mistake): Async call … keras/src/dtype_policies/dtype_policy_m…:29
HIGH SEC128 [SEC128] Async function without await — fire-and-forget Promise (AI mistake): Async call … keras/src/callbacks/lambda_callback.py:75
HIGH SEC128 [SEC128] Async function without await — fire-and-forget Promise (AI mistake): Async call … keras/src/backend/tensorflow/optimizer.…:103
HIGH MINED106 Phantom test coverage: test_basic_fit_no_training integration_tests/basic_full_flow.py:50
HIGH MINED106 Phantom test coverage: test_basic_fit integration_tests/basic_full_flow.py:29
HIGH MINED106 Phantom test coverage: test_step guides/custom_train_step_in_torch.py:296
HIGH MINED106 Phantom test coverage: test_step guides/custom_train_step_in_tensorflow.…:276
HIGH MINED106 Phantom test coverage: test_step guides/writing_a_custom_training_loop_i…:251
HIGH MINED106 Phantom test coverage: test_step guides/custom_train_step_in_jax.py:298
HIGH MINED108 `self.w` used but never assigned in __init__ guides/functional_api.py:632
HIGH MINED108 `self.w` used but never assigned in __init__ guides/functional_api.py:612
HIGH MINED108 `self.b` used but never assigned in __init__ guides/functional_api.py:612
HIGH MINED108 `self.add_weight` used but never assigned in __init__ guides/functional_api.py:607
HIGH MINED108 `self.add_weight` used but never assigned in __init__ guides/functional_api.py:602
HIGH MINED108 `self.b` used but never assigned in __init__ guides/functional_api.py:607
HIGH MINED108 `self.w` used but never assigned in __init__ guides/functional_api.py:602
HIGH MINED108 `self.add_loss` used but never assigned in __init__ guides/writing_a_custom_training_loop_i…:486
HIGH MINED108 `self.model` used but never assigned in __init__ guides/writing_your_own_callbacks.py:392
HIGH MINED108 `self.model` used but never assigned in __init__ guides/writing_your_own_callbacks.py:399
HIGH MINED108 `self.model` used but never assigned in __init__ guides/writing_your_own_callbacks.py:395
HIGH MINED108 `self.stopped_epoch` used but never assigned in __init__ guides/writing_your_own_callbacks.py:355
HIGH MINED108 `self.stopped_epoch` used but never assigned in __init__ guides/writing_your_own_callbacks.py:354
HIGH MINED108 `self.model` used but never assigned in __init__ guides/writing_your_own_callbacks.py:351
HIGH MINED108 `self.model` used but never assigned in __init__ guides/writing_your_own_callbacks.py:349
HIGH MINED108 `self.model` used but never assigned in __init__ guides/writing_your_own_callbacks.py:344
HIGH MINED108 `self.stopped_epoch` used but never assigned in __init__ guides/writing_your_own_callbacks.py:348
HIGH MINED108 `self.wait` used but never assigned in __init__ guides/writing_your_own_callbacks.py:347
HIGH MINED108 `self.wait` used but never assigned in __init__ guides/writing_your_own_callbacks.py:346
HIGH MINED108 `self.wait` used but never assigned in __init__ guides/writing_your_own_callbacks.py:342
HIGH MINED108 `self.best` used but never assigned in __init__ guides/writing_your_own_callbacks.py:341
HIGH MINED108 `self.best` used but never assigned in __init__ guides/writing_your_own_callbacks.py:340
HIGH MINED108 `self.best` used but never assigned in __init__ guides/writing_your_own_callbacks.py:336
HIGH MINED108 `self.stopped_epoch` used but never assigned in __init__ guides/writing_your_own_callbacks.py:334
HIGH MINED108 `self.wait` used but never assigned in __init__ guides/writing_your_own_callbacks.py:332
HIGH COMP001 [COMP001] High cognitive complexity: Function `create_legacy_directory` has cognitive com… api_gen.py:36
HIGH MINED126 Workflow container/services image `python:3.11-slim` unpinned .github/workflows/gpu_tests.yml:37
HIGH MINED115 Action `actions/checkout` pinned to mutable ref `@v6` .github/workflows/gpu_tests.yml:45
HIGH MINED115 Action `actions/setup-python` pinned to mutable ref `@v6` .github/workflows/nightly.yml:88
HIGH MINED115 Action `actions/checkout` pinned to mutable ref `@v6` .github/workflows/nightly.yml:86
HIGH MINED115 Action `actions/cache` pinned to mutable ref `@v5` .github/workflows/nightly.yml:72
HIGH MINED115 Action `actions/setup-python` pinned to mutable ref `@v6` .github/workflows/nightly.yml:63
HIGH MINED115 Action `actions/checkout` pinned to mutable ref `@v6` .github/workflows/nightly.yml:61
HIGH MINED115 Action `actions/cache` pinned to mutable ref `@v5` .github/workflows/nightly.yml:35
HIGH MINED115 Action `actions/setup-python` pinned to mutable ref `@v6` .github/workflows/nightly.yml:26
HIGH MINED115 Action `actions/checkout` pinned to mutable ref `@v6` .github/workflows/nightly.yml:24
HIGH MINED115 Action `actions/github-script` pinned to mutable ref `@v9` .github/workflows/labeler.yaml:38
HIGH MINED115 Action `actions/checkout` pinned to mutable ref `@v6` .github/workflows/labeler.yaml:37
HIGH MINED126 Workflow container/services image `python:3.11-slim` unpinned .github/workflows/actions.yml:32
HIGH MINED115 Action `actions/cache` pinned to mutable ref `@v5` .github/workflows/actions.yml:177
HIGH MINED115 Action `actions/setup-python` pinned to mutable ref `@v6` .github/workflows/actions.yml:166
HIGH MINED115 Action `actions/checkout` pinned to mutable ref `@v6` .github/workflows/actions.yml:163
HIGH MINED115 Action `actions/checkout` pinned to mutable ref `@v6` .github/workflows/actions.yml:55
HIGH MINED115 Action `actions/github-script` pinned to mutable ref `@v9` .github/workflows/auto-assignment.yaml:17
HIGH MINED115 Action `actions/checkout` pinned to mutable ref `@v6` .github/workflows/auto-assignment.yaml:16
HIGH MINED126 Workflow container/services image `python:3.11-slim` unpinned .github/workflows/tpu_tests.yml:41
HIGH MINED115 Action `actions/checkout` pinned to mutable ref `@v6` .github/workflows/tpu_tests.yml:53
HIGH MINED115 Action `actions/stale` pinned to mutable ref `@v10` .github/workflows/stale-issue-pr.yaml:39
HIGH MINED115 Action `actions/stale` pinned to mutable ref `@v10` .github/workflows/stale-issue-pr.yaml:16
HIGH MINED131 pre-commit hook `https://github.com/astral-sh/ruff-pre-commit` pinned to mutable rev `v0.… .pre-commit-config.yaml:17
MED SEC011 [SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execut… keras/src/utils/torch_utils.py:173
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… keras/src/utils/python_utils.py:191
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… keras/src/layers/normalization/group_no…:119
MED SEC007 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code. keras/src/utils/python_utils.py:95
MED SEC007 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code. keras/src/datasets/cifar.py:18
MED SEC127 [SEC127] AI agent stub — TODO: implement / pass placeholder body: Function body left as T… keras/src/backend/numpy/rnn.py:203
MED SEC127 [SEC127] AI agent stub — TODO: implement / pass placeholder body: Function body left as T… keras/src/backend/numpy/linalg.py:116
MED SEC127 [SEC127] AI agent stub — TODO: implement / pass placeholder body: Function body left as T… keras/src/backend/numpy/export.py:2
MED MINED111 Bare except continues silently keras/src/trainers/data_adapters/py_dat…:639
MED MINED111 Bare except continues silently keras/src/models/functional.py:242
MED MINED111 Bare except continues silently keras/src/models/sequential.py:167
MED MINED111 Bare except continues silently keras/src/trainers/compile_utils.py:764
MED MINED111 Bare except continues silently keras/src/trainers/compile_utils.py:757
MED MINED111 Bare except continues silently keras/src/trainers/compile_utils.py:665
MED MINED111 Bare except continues silently keras/src/ops/core.py:1106
MED MINED111 Bare except continues silently keras/src/ops/numpy.py:7152
MED MINED111 Bare except continues silently keras/src/layers/layer.py:1612
MED MINED111 Bare except continues silently keras/src/layers/layer.py:1568
MED MINED111 Bare except continues silently keras/src/layers/layer.py:1597
MED MINED111 Bare except continues silently keras/src/callbacks/tensorboard.py:688
MED MINED111 Bare except continues silently keras/src/saving/saving_lib.py:514
MED MINED111 Bare except continues silently keras/src/saving/saving_lib.py:229
MED MINED111 Bare except continues silently keras/src/saving/saving_lib.py:856
MED MINED111 Bare except continues silently keras/src/saving/saving_lib.py:844
MED MINED111 Bare except continues silently keras/src/saving/saving_lib.py:737
MED COMP001 [COMP001] High cognitive complexity: Function `VGG16` has cognitive complexity 15 (SonarS… keras/src/applications/vgg16.py:21
MED MINED124 requirements.txt: `jax2onnx` has no version pin requirements-common.txt:31
MED MINED124 requirements.txt: `onnxruntime` has no version pin requirements-common.txt:27
MED MINED124 requirements.txt: `coverage` has no version pin requirements-common.txt:25
MED MINED124 requirements.txt: `dm_tree` has no version pin requirements-common.txt:24
MED MINED124 requirements.txt: `packaging` has no version pin requirements-common.txt:22
MED MINED124 requirements.txt: `pytest-xdist` has no version pin requirements-common.txt:21
MED MINED124 requirements.txt: `pytest-cov` has no version pin requirements-common.txt:20
MED MINED124 requirements.txt: `pytest` has no version pin requirements-common.txt:19
MED MINED124 requirements.txt: `optree` has no version pin requirements-common.txt:18
MED MINED124 requirements.txt: `build` has no version pin requirements-common.txt:17
MED MINED124 requirements.txt: `rich` has no version pin requirements-common.txt:16
MED MINED124 requirements.txt: `tensorboard-plugin-profile` has no version pin requirements-common.txt:15
MED MINED124 requirements.txt: `tensorboard` has no version pin requirements-common.txt:14
MED MINED124 requirements.txt: `protobuf` has no version pin requirements-common.txt:13
MED MINED124 requirements.txt: `ml-dtypes` has no version pin requirements-common.txt:12
MED MINED124 requirements.txt: `h5py` has no version pin requirements-common.txt:11
MED MINED124 requirements.txt: `requests` has no version pin requirements-common.txt:10
MED MINED124 requirements.txt: `absl-py` has no version pin requirements-common.txt:9
MED MINED124 requirements.txt: `pandas` has no version pin requirements-common.txt:8
MED MINED124 requirements.txt: `pillow` has no version pin requirements-common.txt:7
MED MINED124 requirements.txt: `scikit-learn` has no version pin requirements-common.txt:6
MED MINED124 requirements.txt: `scipy` has no version pin requirements-common.txt:5
MED MINED124 requirements.txt: `numpy` has no version pin requirements-common.txt:4
MED MINED124 requirements.txt: `ruff` has no version pin requirements-common.txt:3
MED MINED124 requirements.txt: `pre-commit` has no version pin requirements-common.txt:1
LOW COMP001 [COMP001] High cognitive complexity: Function `benchmark_train` has cognitive complexity … benchmarks/layer_benchmark/base_benchma…:223
LOW DEPCUR-GHA GitHub Action `actions/setup-python@v6` is minor version(s) behind (latest v6.2.0) .github/workflows/nightly.yml:26
LOW DEPCUR-GHA GitHub Action `actions/setup-python@v6` is minor version(s) behind (latest v6.2.0) .github/workflows/actions.yml:166
LOW DEPCUR-GHA GitHub Action `actions/stale@v10` is minor version(s) behind (latest v10.3.0) .github/workflows/stale-issue-pr.yaml:16
LOW DEPCUR-PY Python package `tensorflow-tpu` is minor version(s) behind (2.19.1 -> 2.20.0) requirements-tensorflow-tpu.txt:3
LOW DEPCUR-PY Python package `tensorflow` is minor version(s) behind (2.20.0 -> 2.21.0) requirements-tensorflow-cuda.txt:2
LOW AIC003 Duplicated implementation block across source files keras/api/utils/__init__.py:16
LOW AIC003 Duplicated implementation block across source files keras/api/utils/__init__.py:1
LOW AIC003 Duplicated implementation block across source files keras/api/saving/__init__.py:1
LOW AIC003 Duplicated implementation block across source files keras/api/quantizers/__init__.py:9
LOW AIC003 Duplicated implementation block across source files keras/api/optimizers/schedules/__init__…:1
LOW AIC003 Duplicated implementation block across source files keras/api/metrics/__init__.py:1
LOW AIC003 Duplicated implementation block across source files keras/api/losses/__init__.py:10
LOW AIC003 Duplicated implementation block across source files keras/api/layers/__init__.py:19
LOW AIC003 Duplicated implementation block across source files keras/api/initializers/__init__.py:22
LOW AIC003 Duplicated implementation block across source files keras/api/dtype_policies/__init__.py:8
LOW AIC003 Duplicated implementation block across source files keras/api/distillation/__init__.py:1
LOW AIC003 Duplicated implementation block across source files keras/api/config/__init__.py:1
LOW AIC003 Duplicated implementation block across source files keras/api/callbacks/__init__.py:14
LOW AIC003 Duplicated implementation block across source files keras/api/applications/resnet_v2/__init…:1
LOW AIC003 Duplicated implementation block across source files keras/api/applications/inception_resnet…:1
LOW AIC003 Duplicated implementation block across source files keras/api/applications/efficientnet_v2/…:5
LOW AIC003 Duplicated implementation block across source files keras/api/applications/efficientnet_v2/…:1
LOW AIC003 Duplicated implementation block across source files keras/api/applications/__init__.py:37
LOW AIC003 Duplicated implementation block across source files keras/api/_tf_keras/keras/utils/__init_…:16
LOW AIC003 Duplicated implementation block across source files keras/api/_tf_keras/keras/applications/…:5
LOW AIC003 Duplicated implementation block across source files guides/writing_a_custom_training_loop_i…:14
LOW AIC003 Duplicated implementation block across source files guides/writing_a_custom_training_loop_i…:14
LOW AIC003 Duplicated implementation block across source files guides/training_with_built_in_methods.py:792
LOW AIC003 Duplicated implementation block across source files guides/making_new_layers_and_models_via…:114
LOW AIC003 Duplicated implementation block across source files guides/distributed_training_with_torch.…:100
LOW AIC003 Duplicated implementation block across source files guides/distributed_training_with_torch.…:7
LOW AIC003 Duplicated implementation block across source files guides/distributed_training_with_tensor…:7
LOW AIC003 Duplicated implementation block across source files guides/custom_train_step_in_torch.py:36
LOW AIC003 Duplicated implementation block across source files guides/custom_train_step_in_torch.py:7
LOW AIC003 Duplicated implementation block across source files guides/custom_train_step_in_tensorflow.…:7
INFO MINED067 [MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f… keras/src/callbacks/remote_monitor.py:70
INFO MINED077 [MINED077] Python Open No Context: fp = open(path) outside with-block leaks file handles. keras/src/callbacks/lambda_callback.py:44
INFO MINED072 [MINED072] Python Pass Only Class: class Foo: pass — stub waiting to be filled in. keras/src/backend/numpy/layer.py:1
INFO MINED072 [MINED072] Python Pass Only Class: class Foo: pass — stub waiting to be filled in. keras/src/backend/jax/layer.py:13
INFO MINED072 [MINED072] Python Pass Only Class: class Foo: pass — stub waiting to be filled in. keras/src/backend/__init__.py:71
INFO MINED050 [MINED050] Stub Only Function: Function declared but body is just pass, return None, rais… keras/src/backend/jax/linalg.py:25
INFO MINED050 [MINED050] Stub Only Function: Function declared but body is just pass, return None, rais… keras/src/backend/jax/layer.py:14
INFO MINED050 [MINED050] Stub Only Function: Function declared but body is just pass, return None, rais… keras/src/backend/__init__.py:64
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. benchmarks/torch_ctl_benchmark/conv_mod…:62
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. benchmarks/model_benchmark/image_classi…:90
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. benchmarks/layer_benchmark/base_benchma…:157
INFO MINED063 [MINED063] Toctou Os Path Exists: if os.path.exists(p): open(p) — file can be replaced/de… api_gen.py:103
INFO MINED043 [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr… keras/src/datasets/mnist.py:16
INFO MINED043 [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr… keras/src/datasets/boston_housing.py:25
INFO MINED043 [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr… .github/workflows/scripts/labeler.js:7
INFO MINED044 [MINED044] Js Console Log Prod: console.log left in code. Should be replaced with logger … .github/workflows/scripts/labeler.js:32
INFO MINED044 [MINED044] Js Console Log Prod: console.log left in code. Should be replaced with logger … .github/workflows/scripts/auto-assignme…:39
INFO DEPCUR-GHA GitHub Action `actions/checkout@v6` is patch version(s) behind (latest v6.0.3) .github/workflows/gpu_tests.yml:45
INFO DEPCUR-GHA GitHub Action `actions/cache@v5` is patch version(s) behind (latest v5.0.5) .github/workflows/nightly.yml:35
INFO DEPCUR-GHA GitHub Action `actions/checkout@v6` is patch version(s) behind (latest v6.0.3) .github/workflows/nightly.yml:24
INFO DEPCUR-GHA GitHub Action `actions/checkout@v6` is patch version(s) behind (latest v6.0.3) .github/workflows/labeler.yaml:37
INFO DEPCUR-GHA GitHub Action `actions/cache@v5` is patch version(s) behind (latest v5.0.5) .github/workflows/actions.yml:177
INFO DEPCUR-GHA GitHub Action `actions/checkout@v6` is patch version(s) behind (latest v6.0.3) .github/workflows/actions.yml:55
INFO DEPCUR-GHA GitHub Action `actions/checkout@v6` is patch version(s) behind (latest v6.0.3) .github/workflows/auto-assignment.yaml:16
INFO DEPCUR-GHA GitHub Action `actions/checkout@v6` is patch version(s) behind (latest v6.0.3) .github/workflows/tpu_tests.yml:53
Reset to top 5 185 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `keras-team/keras`

**Score: 82/100 (A-)**  ·  224 findings  ·  scanned 2026-06-05 09:00 UTC  ·  320,534 LOC

| Severity | Count |
|---|---|
| CRITICAL | 8 |
| HIGH | 65 |
| MEDIUM | 51 |
| LOW | 36 |

📊 [Full filterable report](https://repobility.com/scan/4329732e-5793-407d-8354-c73b8f78756d/)  ·  ![scorecard](https://repobility.com/scan/4329732e-5793-407d-8354-c73b8f78756d/report.png?v=1780650046-s2)

### Top findings

1. **CRITICAL** `MINED018` — Unsafe Deserialization Pickle
   `keras/src/utils/python_utils.py:95` · CWE-502 · ✓ Repobility
2. **CRITICAL** `SEC081` — Python: pickle.loads / marshal.loads on untrusted data
   `keras/src/utils/python_utils.py:95` · A05:2021 Security Misconfiguration
3. **CRITICAL** `MINED107` — Missing import: `array` used but not imported
   `keras/src/trainers/data_adapters/array_slicing.py:253` · ✓ Repobility
4. **CRITICAL** `MINED116` — Workflow uses `secrets.CODECOV_TOKEN` on a `pull_request` trigger
   `.github/workflows/gpu_tests.yml:87` · ✓ Repobility
5. **CRITICAL** `MINED116` — Workflow uses `secrets.CODECOV_TOKEN` on a `pull_request` trigger
   `.github/workflows/actions.yml:154` · ✓ Repobility

---

**Security note**: this issue is public. If any flagged finding is a real, exploitable vulnerability, please redirect to your `SECURITY.md` policy or open a [private security advisory](https://docs.github.com/en/code-security/security-advisories/guidance-on-reporting-and-writing-information-about-vulnerabilities/privately-reporting-a-security-vulnerability) instead. We're happy to close this and re-submit privately.

---

_Filed automatically. Close this issue if not useful — we won't refile. Full report: https://repobility.com/scan/4329732e-5793-407d-8354-c73b8f78756d/_
Already filed
This repo publishes a SECURITY.md policy and the scan contains 5 Critical/High security finding(s). Public issue filing would violate coordinated disclosure. Submit privately via the project's security reporting channel.
Megaproject â high spam risk
Could not determine 'keras-team/keras' star count (GitHub API rate-limited or unreachable). When in doubt about repo size, prefer opening a focused PR or a discussion rather than an issue.
Already filed
112/235 findings (48%) on this scan are already flagged as test-file, won't-fix, or suppressed. The scan is too noisy to file as a single issue. Curate down to specific actionable findings, or address the FP source first.
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