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clips/gsoc2019_bias

scanned 2026-08-15 · git ff9300f
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 dependencies40Known OSS vulnerabilities77Risky 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ⓘ 40 found · 7 serious

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

  • Serious CVE-2022-21797 The package joblib from 0 and before 1.2.0 are vulnerable to Arbitrary ...
    adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2022-21797). Fix: Update that package to its patched version.
  • Serious CVE-2024-3660 A arbitrary code injection vulnerability in TensorFlow's Keras framewo ...
    adversarials/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-2022-45907 In PyTorch before trunk/89695, torch.jit.annotations.parse_type_line c ...
    adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2022-45907). Fix: Update that package to its patched version.
  • Serious CVE-2025-32434 PyTorch is a Python package that provides tensor computation with stro ...
    adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2025-32434). Fix: Update that package to its patched version.
  • Serious CVE-2022-21797 The package joblib from 0 and before 1.2.0 are vulnerable to Arbitrary ...
    models/requirements.txt
    A package you depend on has a known security hole (CVE-2022-21797). Fix: Update that package to its patched version.
  • Serious CVE-2022-45907 In PyTorch before trunk/89695, torch.jit.annotations.parse_type_line c ...
    models/requirements.txt
    A package you depend on has a known security hole (CVE-2022-45907). Fix: Update that package to its patched version.
  • Serious CVE-2025-32434 PyTorch is a Python package that provides tensor computation with stro ...
    models/requirements.txt
    A package you depend on has a known security hole (CVE-2025-32434). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-12060 keras: Keras Path Traversal Vulnerability
    adversarials/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
    adversarials/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
    adversarials/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
    adversarials/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
    adversarials/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
    adversarials/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
    adversarials/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
    adversarials/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
    adversarials/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 ...
    adversarials/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
    adversarials/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
    adversarials/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
    adversarials/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
    adversarials/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-2024-31580 PyTorch before v2.2.0 was discovered to contain a heap buffer overflow ...
    adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2024-31580). Fix: Update that package to its patched version.
  • Worth fixing CVE-2024-31583 Pytorch before version v2.2.0 was discovered to contain a use-after-fr ...
    adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2024-31583). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-2999 A vulnerability was found in PyTorch 2.6.0. It has been rated as criti ...
    adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2025-2999). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-3730 A vulnerability, which was classified as problematic, was found in PyT ...
    adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2025-3730). Fix: Update that package to its patched version.
… 15 more not shown

via Trivy v0.70.0 · Apache-2.0

Known OSS vulnerabilities — OSV-Scannerⓘ 77 found · 10 serious

Your dependencies cross-checked against the OSV vulnerability database.

  • Serious PYSEC-2022-288 The package joblib from 0 and before 1.2.0 are vulnerable to Arbitrary Code Execution via the pre_dispatch flag in Parallel() class due to the eval() statement.
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2022-21797). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-1486 Keras Directory Traversal Vulnerability
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-2022-43015 In PyTorch before trunk/89695, torch.jit.annotations.parse_type_line can cause arbitrary code execution because eval is used unsafely.
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2022-45907). Fix: Update that package to its patched version.
  • Serious PYSEC-2024-259 In PyTorch <=2.4.1, the RemoteModule has Deserialization RCE. NOTE: this is disputed by multiple parties because this is intended behavior in PyTorch distributed computing.
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2024-48063). Fix: Update that package to its patched version.
  • Serious PYSEC-2025-41 PyTorch is a Python package that provides tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system. In version 2.5.1 and prior, a Remote Command E
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2025-32434). Fix: Update that package to its patched version.
  • Serious PYSEC-2022-288 The package joblib from 0 and before 1.2.0 are vulnerable to Arbitrary Code Execution via the pre_dispatch flag in Parallel() class due to the eval() statement.
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/models/requirements.txt
    A package you depend on has a known security hole (CVE-2022-21797). Fix: Update that package to its patched version.
  • Serious PYSEC-2022-43015 In PyTorch before trunk/89695, torch.jit.annotations.parse_type_line can cause arbitrary code execution because eval is used unsafely.
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/models/requirements.txt
    A package you depend on has a known security hole (CVE-2022-45907). Fix: Update that package to its patched version.
  • Serious PYSEC-2024-259 In PyTorch <=2.4.1, the RemoteModule has Deserialization RCE. NOTE: this is disputed by multiple parties because this is intended behavior in PyTorch distributed computing.
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/models/requirements.txt
    A package you depend on has a known security hole (CVE-2024-48063). Fix: Update that package to its patched version.
  • Serious PYSEC-2025-41 PyTorch is a Python package that provides tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system. In version 2.5.1 and prior, a Remote Command E
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/models/requirements.txt
    A package you depend on has a known security hole (CVE-2025-32434). 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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/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-2024-251 Pytorch before version v2.2.0 was discovered to contain a use-after-free vulnerability in torch/csrc/jit/mobile/interpreter.cpp.
    /workdirs/scan-3752ed85-4137-4855-a80b-dea47240b2d7/adversarials/requirements.txt
    A package you depend on has a known security hole (CVE-2024-31583). Fix: Update that package to its patched version.
… 52 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.