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a-shojaei/hierarchical-diffusion-rlhf-caption-refinement

scanned 2026-08-16 · git 74e1577
1 of 6 checks flagged a security issue
🔴 Needs attention
Only 4 of 6 checks finished — treat this as provisional. Re-check ↻

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

Leaked secretsVulnerable dependenciesKnown OSS vulnerabilities110Risky code patternsMalicious dependenciesProject 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 none found ✓

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

Nothing found by this check. ✓

via Trivy v0.70.0 · Apache-2.0

Known OSS vulnerabilities — OSV-Scanner 110 found · 9 serious

Your dependencies cross-checked against the OSV vulnerability database.

  • Serious PYSEC-2026-2220 A vulnerability in MLflow versions <=3.10.1.dev0 allows unauthorized access to multipart upload (MPU) endpoints when the `--serve-artifacts` mode is enabled. The authorization logic does not enforce r
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-2651). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-2222 A vulnerability in mlflow/mlflow versions prior to 3.11.0 allows for the resolution of environment variables in AI Gateway secrets, which can be exploited to exfiltrate sensitive server-side environme
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-4035). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-418 MLflow: Improper Origin Validation in MLflow Assistant /ajax-api Endpoints Enables Browser-Mediated Local Command Execution
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-2611). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-419 mlflow: FastAPI job endpoints under `/ajax-api/3.0/jobs/*` are not protected by authentication or authorization
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-0545). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-2102 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, the C parser (the default for most installs) accepted null bytes and control characters in resp
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34520). Fix: Update that package to its patched version.
  • Serious PYSEC-2022-42992 All versions of package gitpython are vulnerable to Remote Code Execution (RCE) due to improper user input validation, which makes it possible to inject a maliciously crafted remote URL into the clone
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2022-24439). Fix: Update that package to its patched version.
  • Serious PYSEC-2023-137 GitPython before 3.1.32 does not block insecure non-multi options in clone and clone_from. NOTE: this issue exists because of an incomplete fix for CVE-2022-24439.
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2023-40267). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-2161 GitPython is a python library used to interact with Git repositories. Prior to version 3.1.47, _clone() validates multi_options as the original list, then executes shlex.split(" ".join(multi_options))
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-42284). Fix: Update that package to its patched version.
  • Serious PYSEC-2026-457 Arbitrary Code Execution in Pillow
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2023-50447). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2221 A vulnerability in mlflow/mlflow versions 3.9.0 and earlier allows unauthenticated access to certain FastAPI routes when the server is started with authentication enabled (`--app-name basic-auth`) and
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-2652). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2654 MLflow allows an unauthenticated remote attacker to read arbitrary files from the server's filesystem
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-2614). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2655 MLFlow Creates a Temporary File With Insecure Permissions
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-4137). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2659 MLflow: Any authenticated user can enumerate all gateway secrets, endpoints, and model definitions
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-3198). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2660 MLflow authenticated users can enumerate any registered model versions due to lack of per-model permissions checks
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-2734). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-93 MLflow is vulnerable to Stored Cross-Site Scripting (XSS) caused by unsafe parsing of YAML-based MLmodel artifacts in its web interface. An authenticated attacker can upload a malicious MLmodel file c
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-33865). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-94 MLflow is vulnerable to an authorization bypass affecting the AJAX endpoint used to download saved model artifacts. Due to missing access‑control validation, a user without permissions to a given expe
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-33866). Fix: Update that package to its patched version.
  • Worth fixing GHSA-2cm6-r77w-6g96 MLflow: trace API endpoints lack proper authorization validators
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-8147). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-139 A vulnerability was identified in PyTorch 2.10.0. The affected element is an unknown function of the component pt2 Loading Handler. The manipulation leads to deserialization. The attack can only be pe
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-4538). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2286 PyTorch is a Python package that provides tensor computation. Prior to version 2.10.0, a vulnerability in PyTorch's `weights_only` unpickler allows an attacker to craft a malicious checkpoint file (`.
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2026-24747). Fix: Update that package to its patched version.
  • Worth fixing GHSA-qfhq-4f3w-5fph PyTorch is vulnerable to memory corruption through its torch.lstm_cell function
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2025-3001). Fix: Update that package to its patched version.
  • Worth fixing GHSA-rrmf-rvhw-rf47 PyTorch is vulnerable to memory corruption through its torch.jit.script function
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2025-3000). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1100 AIOHTTP vulnerable to denial of service through large payloads
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2025-69228). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1101 AIOHTTP's HTTP Parser auto_decompress feature is vulnerable to zip bomb
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2025-69223). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1103 aiohttp allows request smuggling due to incorrect parsing of chunk extensions
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2024-52304). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1106 AIOHTTP vulnerable to DoS through chunked messages
    /workdirs/scan-5e199281-64b0-49a4-b66d-f711271b8771/requirements.txt
    A package you depend on has a known security hole (CVE-2025-69229). Fix: Update that package to its patched version.
… 85 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 timed out

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

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

via Guarddog v2.10.0 · Apache-2.0

error: pypi:timeout

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.