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vukrosic/zero-to-ai-researcher

scanned 2026-08-03 · git 71a19b7
2 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 secrets2Vulnerable dependencies✓Known OSS vulnerabilities57Risky code patterns✓Malicious dependencies—Project health—

Security checks

Leaked secrets — Gitleaksⓘ 2 found

API keys, passwords or tokens committed into the repo.

  • Worth fixing generic-api-key Detected a Generic API Key, potentially exposing access to various services and sensitive operations.
    deepseek_modeling.py:1554
    A credential (key, password or token) appears in your code. Fix: Remove it, rotate the key, and load it from an environment variable instead.
  • Worth fixing generic-api-key Detected a Generic API Key, potentially exposing access to various services and sensitive operations.
    deepseek_modeling.py:1554
    A credential (key, password or token) appears in your code. Fix: Remove it, rotate the key, and load it from an environment variable instead.

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ⓘ 57 found · 2 serious

Your dependencies cross-checked against the OSV vulnerability database.

  • 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-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/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-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/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-2026-1100 AIOHTTP vulnerable to denial of service through large payloads
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/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-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/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-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/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-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2025-69229). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-1107 AIOHTTP vulnerable to DoS when bypassing asserts
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2025-69227). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2094 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, insufficient restrictions in header/trailer handling could cause uncapped memory usage. This is
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-22815). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2095 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, an unbounded DNS cache could result in excessive memory usage possibly resulting in a DoS situa
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34513). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2096 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, an attacker who controls the content_type parameter in aiohttp could use this to inject extra h
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34514). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2097 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, on Windows the static resource handler may expose information about a NTLMv2 remote path. This
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34515). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2098 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, a response with an excessive number of multipart headers may be allowed to use more memory than
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34516). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2099 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, for some multipart form fields, aiohttp read the entire field into memory before checking clien
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34517). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2100 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, when following redirects to a different origin, aiohttp drops the Authorization header, but ret
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34518). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2101 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, an attacker who controls the reason parameter when creating a Response may be able to inject ex
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34519). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2103 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.13.4, multiple Host headers were allowed in aiohttp. This issue has been patched in version 3.13.4.
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34525). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2104 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.14.0, using ``CookieJar.load()`` with untrusted input may allow arbitrary code execution. Most applic
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-34993). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2105 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to version 3.14.0, cookies set with the `cookies` parameter on requests are sent after following a cross-origin re
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-47265). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2106 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to 3.14.0, attacker-controlled input included into multipart/payload headers can be used to modify a request to in
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-50269). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2107 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to 3.14.1, no limit was present on the number of pipelined requests that could be queued. An attacker may be able
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-54273). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2108 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to 3.14.1, if an attacker sends large incomplete websocket frame payloads, it may be possible to bypass the usual
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-54274). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2109 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to 3.14.1, DigestAuthMiddleware can send an authentication response after following a cross-origin redirect. This
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-54276). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2110 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to 3.14.1, it is possible to bypass the max_line_size check in parts of an HTTP request in the C parser. If using
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-54277). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2111 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to 3.14.1, during cleanup it is possible for a compressed request body to be decompressed into memory in one chunk
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-54278). Fix: Update that package to its patched version.
  • Worth fixing PYSEC-2026-2112 AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to 3.14.1, host-only cookies that are saved with CookieJar.save() and then restored later with CookieJar.load() lo
    /workdirs/scan-79c9fd92-c4d8-45a7-9ac1-5113f202ba02/requirements.txt
    A package you depend on has a known security hole (CVE-2026-54279). Fix: Update that package to its patched version.
… 32 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.