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francisco-perez-sorrosal/kdd2020-calibration

scanned 2026-08-11 · git 3d86cff
2 of 6 checks flagged a security issue
🔴 Needs attention
Only 5 of 6 checks finished — treat this as provisional. Re-check ↻

Informational scan, not a security audit. How this is computed.

Leaked secrets✓Vulnerable dependencies412Known OSS vulnerabilities431Risky code patterns✓Malicious dependencies✓Project health—

Security checks

Leaked secrets — Gitleaksⓘ none found ✓

API keys, passwords or tokens committed into the repo.

Nothing found by this check. ✓

via Gitleaks v8.21.2 · MIT

Vulnerable dependencies — Trivyⓘ 412 found · 4 serious

Packages you depend on that have known security holes (CVEs).

  • Serious CVE-2024-3660 A arbitrary code injection vulnerability in TensorFlow's Keras framewo ...
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2024-3660). Fix: Update that package to its patched version.
  • Serious CVE-2021-41208 Incomplete validation in boosted trees code
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-41208). Fix: Update that package to its patched version.
  • Serious CVE-2023-25668 CVE-2023-25668 affecting package tensorflow for versions less than 2.11.1-1
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2023-25668). Fix: Update that package to its patched version.
  • Serious GHSA-h6gw-r52c-724r NULL Pointer Dereference and Access of Uninitialized Pointer in TensorFlow
    tutorial/requirements.txt
    A package you depend on has a known security hole (GHSA-h6gw-r52c-724r). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-12060 keras: Keras Path Traversal Vulnerability
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2025-12060). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-9906 keras: Arbitrary Code execution in Keras Safe Mode
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2025-9906). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-11816 keras: Keras: Arbitrary file write via path traversal in archive extraction utilities
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-11816). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-12481 keras: Keras: Arbitrary code execution via deserialization vulnerability
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-12481). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-12484 keras: torch: Keras: Arbitrary code execution via unsafe deserialization of PyTorch data
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-12484). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-1462 keras: Keras: Arbitrary Code Execution Vulnerability Bypassing Safe Mode
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-1462). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-12058 keras: Keras Model.load_model Arbitrary Local File Loading and SSRF
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2025-12058). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-12479 keras: Path Traversal in keras-team/keras
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-12479). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-12480 keras: Keras: Information disclosure via malicious model archive with Virtual Dataset
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-12480). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-9335 A vulnerability in keras-team/keras versions <= 3.14.0 allows arbitrar ...
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-9335). Fix: Update that package to its patched version.
  • Worth fixing CVE-2021-41495 numpy: NULL pointer dereference in numpy.sort in in the PyArray_DescrNew() due to missing return-value validation
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-41495). Fix: Update that package to its patched version.
  • Worth fixing CVE-2021-33430 numpy: buffer overflow in the PyArray_NewFromDescr_int() in ctors.c
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-33430). Fix: Update that package to its patched version.
  • Worth fixing CVE-2021-34141 numpy: incomplete string comparison in the numpy.core component
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-34141). Fix: Update that package to its patched version.
  • Worth fixing CVE-2021-41496 numpy: buffer overflow in the array_from_pyobj() in fortranobject.c
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-41496). Fix: Update that package to its patched version.
  • Worth fixing CVE-2020-15202 Integer truncation in Shard API usage
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15202). Fix: Update that package to its patched version.
  • Worth fixing CVE-2020-15203 Denial of Service in Tensorflow
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15203). Fix: Update that package to its patched version.
  • Worth fixing CVE-2020-15206 Denial of Service in Tensorflow
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15206). Fix: Update that package to its patched version.
  • Worth fixing CVE-2020-15208 Data corruption in tensorflow-lite
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15208). Fix: Update that package to its patched version.
  • Worth fixing CVE-2020-15209 Null pointer dereference in tensorflow-lite
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15209). Fix: Update that package to its patched version.
  • Worth fixing CVE-2020-15210 Segmentation fault in tensorflow-lite
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15210). Fix: Update that package to its patched version.
  • Worth fixing CVE-2020-15265 Segfault in `tf.quantization.quantize_and_dequantize`
    tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15265). Fix: Update that package to its patched version.
… 387 more not shown

via Trivy v0.70.0 · Apache-2.0

Known OSS vulnerabilities — OSV-Scannerⓘ 431 found · 9 serious

Your dependencies cross-checked against the OSV vulnerability database.

  • Serious PYSEC-2026-1486 Keras Directory Traversal Vulnerability
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2025-12060). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-369 Keras code injection vulnerability
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2024-3660). Fix: Update that package to its patched version.
  • Serious PYSEC-2020-125 In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `Shard` API in TensorFlow expects the last argument to be a function taking two `int64` (i.e., `long long`) arguments. However,
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15202). Fix: Update that package to its patched version.
  • Serious PYSEC-2020-128 In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `data_splits` argument of `tf.raw_ops.StringNGrams` lacks validation. This allows a user to pass values that can cause heap ove
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15205). Fix: Update that package to its patched version.
  • Serious PYSEC-2020-129 In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, changing the TensorFlow's `SavedModel` protocol buffer and altering the name of required keys results in segfaults and data corrupt
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15206). Fix: Update that package to its patched version.
  • Serious PYSEC-2021-400 TensorFlow is an open source platform for machine learning. In affected versions the code for boosted trees in TensorFlow is still missing validation. As a result, attackers can trigger denial of serv
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-41208). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-548 TensorFlow has a heap out-of-buffer read vulnerability in the QuantizeAndDequantize operation
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2023-25668). Fix: Update that package to its patched version.
  • Serious GHSA-h6gw-r52c-724r NULL Pointer Dereference and Access of Uninitialized Pointer in TensorFlow
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole. Fix: Update that package to its patched version.
  • Serious GHSA-r6jx-9g48-2r5r Arbitrary code execution due to YAML deserialization
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-37678). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-121 An issue in keras 3.7.0 allows attackers to write arbitrary files to the user's machine via downloading a crafted tar file through the get_file function.
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2024-55459). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1487 Keras is vulnerable to arbitrary local file loading and Server-Side Request Forgery
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2025-12058). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2324 Keras versions prior to 3.14.0 are vulnerable to a path traversal issue in the archive extraction utilities located in `keras/src/utils/file_utils.py`. The functions `filter_safe_tarinfos()` and `filt
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-11816). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2547 Keras has an untrusted deserialization vulnerability
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-1462). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-3629 Keras: HDF5 virtual datasets can disclose local files
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-12480). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-3631 Keras: Lambda deserialization can bypass safe mode and execute code
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-12481). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-3632 Keras: DiskIOStore permits path traversal through crafted layer names
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-12479). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-3633 Keras: HDF5 links can disclose local file contents
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-9335). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-3634 Keras: TorchModuleWrapper can deserialize unsafe PyTorch pickle data
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2026-12484). Fix: Update that package to its patched version.
  • Worth fixing GHSA-36fq-jgmw-4r9c Keras is vulnerable to Deserialization of Untrusted Data
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2025-9906). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2021-856 Null Pointer Dereference vulnerability exists in numpy.sort in NumPy &lt and 1.19 in the PyArray_DescrNew function due to missing return-value validation, which allows attackers to conduct DoS attacks
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-41495). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2021-857 Buffer overflow in the array_from_pyobj function of fortranobject.c in NumPy < 1.19, which allows attackers to conduct a Denial of Service attacks by carefully constructing an array with negative valu
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-41496). Fix: Update that package to its patched version.
  • Worth fixing GHSA-6p56-wp2h-9hxr NumPy Buffer Overflow (Disputed)
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-33430). Fix: Update that package to its patched version.
  • Worth fixing GHSA-fpfv-jqm9-f5jm Incorrect Comparison in NumPy
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2021-34141). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2020-113 In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `tf.raw_ops.Switch` operation takes as input a tensor and a boolean and outputs two tensors. Depending on the boolean value, on
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15190). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2020-117 In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `SparseFillEmptyRowsGrad` implementation has incomplete validation of the shapes of its arguments. Although `reverse_index_map_
    /workdirs/scan-c477379a-eb62-422e-b9a0-c42b67467228/tutorial/requirements.txt
    A package you depend on has a known security hole (CVE-2020-15194). Fix: Update that package to its patched version.
… 406 more not shown

via OSV-Scanner v1.9.2 · Apache-2.0

Risky code patterns — Semgrepⓘ none found ✓

Code that can be exploited: injection, hardcoded credentials and similar.

Nothing found by this check. ✓

via Semgrep v1.147.0 · LGPL-2.1

Malicious dependencies — Guarddogⓘ none found ✓

Packages that look intentionally malicious: typosquats, sneaky install scripts.

Nothing found by this check. ✓

via Guarddog v2.10.0 · Apache-2.0

Project health

A signal about how the project is maintained — not a vulnerability in your code. It doesn’t affect the verdict above.

Project health — OpenSSF Scorecardⓘ didn’t run

Maintenance & supply-chain hygiene. A signal about the project, not a vulnerability in your code.

This check didn’t finish — that’s not the same as “clean.” Try Check again above.

via OpenSSF Scorecard · Apache-2.0

About these results. Six open-source checks ran in parallel; every finding is tagged with the tool that produced it. The verdict follows a published rule. False positives and false negatives are normal — a clean scan does not mean the code is secure, and a red verdict does not mean the project is compromised.