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github.com/hybridgroup/fashion-visual-search ↗

hybridgroup/fashion-visual-search

scanned 2026-08-15 · git 5627787
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 dependencies53Known OSS vulnerabilities184Risky 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ⓘ 53 found · 1 serious

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

  • Serious CVE-2025-32434 PyTorch is a Python package that provides tensor computation with stro ...
    object_detection/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-2024-11392 transformers: Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2024-11392). Fix: Update that package to its patched version.
  • Worth fixing CVE-2024-11393 transformers: Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2024-11393). Fix: Update that package to its patched version.
  • Worth fixing CVE-2024-11394 transformers: Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2024-11394). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-4372 HuggingFace transformers vulnerable to remote code execution
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2026-4372). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-5241 python-transformers: python-transformers: Arbitrary code execution due to overridden trust_remote_code setting
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2026-5241). Fix: Update that package to its patched version.
  • Worth fixing CVE-2024-12720 Transformers Regular Expression Denial of Service (ReDoS) vulnerability
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2024-12720). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-1194 Transformers Regular Expression Denial of Service (ReDoS) vulnerability
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-1194). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-2099 transformers: Regular Expression Denial of Service (ReDoS) in huggingface/transformers
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-2099). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-3263 transformers: Regular Expression Denial of Service (ReDoS) in huggingface/transformers
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-3263). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-3264 transformers: Regular Expression Denial of Service (ReDoS) in huggingface/transformers
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-3264). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-3933 transformers: Regular Expression Denial of Service (ReDoS) in huggingface/transformers
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-3933). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-5197 transformers: Transformers ReDoS Vulnerability
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-5197). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-6051 transformers: Regular Expression Denial of Service (ReDoS) in huggingface/transformers
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-6051). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-6638 transformers: Regular Expression Denial of Service (ReDoS) in huggingface/transformers
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-6638). Fix: Update that package to its patched version.
  • Worth fixing CVE-2025-6921 transformers: Regular Expression Denial of Service (ReDoS) in huggingface/transformers
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-6921). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-1839 transformers: HuggingFace Transformers: Arbitrary code execution via malicious checkpoint file
    image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2026-1839). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-25990 pillow: Pillow: Out-of-bounds Write via Specially Crafted PSD Image
    object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-25990). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-40192 Pillow: Pillow: Denial of Service via decompression bomb in FITS image processing
    object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-40192). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-42311 Pillow: python-pillow: Pillow: Arbitrary code execution via malicious PSD file processing
    object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-42311). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-54058 Pillow: Pillow: Memory disclosure or denial of service via crafted McIdas AREA image
    object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-54058). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-54059 python-pillow: Pillow: Denial of Service via crafted PCF font data
    object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-54059). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-54060 python-pillow: Pillow: Denial of Service via excessive memory allocation when processing font files
    object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-54060). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-55379 python-pillow: Pillow: Denial of Service via crafted BDF font file
    object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-55379). Fix: Update that package to its patched version.
  • Worth fixing CVE-2026-55380 python-pillow: Pillow: Denial of Service via crafted GD 2.x image file
    object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-55380). Fix: Update that package to its patched version.
… 28 more not shown

via Trivy v0.70.0 · Apache-2.0

Known OSS vulnerabilities — OSV-Scannerⓘ 184 found · 7 serious

Your dependencies cross-checked against the OSV vulnerability database.

  • Serious PYSEC-2026-2290 A vulnerability in the LightGlue model loading path of huggingface/transformers version 5.2.0 allows an attacker-controlled model repository to execute arbitrary code during model initialization. The
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2026-5241). 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-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/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-2026-457 Arbitrary Code Execution in Pillow
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2023-50447). 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-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/object_detection/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-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/object_detection/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-2026-2290 A vulnerability in the LightGlue model loading path of huggingface/transformers version 5.2.0 allows an attacker-controlled model repository to execute arbitrary code during model initialization. The
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-5241). 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-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/object_detection/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34520). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2024-227 Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installati
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2024-11392). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2024-228 Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected insta
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2024-11393). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2024-229 Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installatio
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2024-11394). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-211 Hugging Face Transformers Perceiver Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected instal
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-14920). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-212 Hugging Face Transformers Transformer-XL Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected i
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-14921). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-213 Hugging Face Transformers megatron_gpt2 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installa
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-14924). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-214 Hugging Face Transformers SEW convert_config Code Injection Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Huggi
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-14926). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-215 Hugging Face Transformers SEW-D convert_config Code Injection Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hug
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-14927). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-216 Hugging Face Transformers HuBERT convert_config Code Injection Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hu
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-14928). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-217 Hugging Face Transformers X-CLIP Checkpoint Conversion Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on af
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-14929). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-218 Hugging Face Transformers GLM4 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-14930). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2025-40 A vulnerability in the `preprocess_string()` function of the `transformers.testing_utils` module in huggingface/transformers version v4.48.3 allows for a Regular Expression Denial of Service (ReDoS) a
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-2099). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1977 Transformers is vulnerable to ReDoS attack through its DonutProcessor class
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-3933). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1980 Hugging Face Transformers vulnerable to Regular Expression Denial of Service (ReDoS) in the AdamWeightDecay optimizer
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-6921). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1981 Hugging Face Transformers is vulnerable to ReDoS through its MarianTokenizer
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-6638). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1982 Transformers Regular Expression Denial of Service (ReDoS) vulnerability
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2024-12720). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1983 Hugging Face Transformers Regular Expression Denial of Service (ReDoS) vulnerability
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-5197). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1984 Transformers Regular Expression Denial of Service (ReDoS) vulnerability
    /workdirs/scan-16aab1c8-bd3c-4376-b8a2-fda65aeb07a6/image_encoder/requirements.txt
    A package you depend on has a known security hole (CVE-2025-1194). Fix: Update that package to its patched version.
… 159 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.