Python pip-audit Dependency Security Scanning

pip-audit scans Python environments and requirements files for packages with known vulnerabilities. It queries the Python Packaging Advisory Database via the PyPI JSON API and the OSV database, reporting CVEs, GHSA IDs, and fix versions.

Installation

Install pip-audit into the project's virtual environment or as a standalone tool:

# Into active virtual environment
pip install pip-audit

# Isolated global install (preferred for CI)
pipx install pip-audit

# Via conda
conda install -c conda-forge pip-audit

pip-audit requires Python 3.10 or newer.

Core Usage

Audit the current environment:

pip-audit

Audit a requirements file:

pip-audit -r requirements.txt

Audit a local Python project (reads pyproject.toml or pylock.*.toml):

pip-audit .

Audit lock files only:

pip-audit --locked .

Exclude system packages (useful inside virtual environments):

pip-audit -r requirements.txt -l

Vulnerability Services

pip-audit supports two vulnerability data sources:

Service	Flag	Default
PyPI JSON API	`-s pypi`	Yes
OSV (Open Source Vulnerabilities)	`-s osv`	No

Use OSV for broader advisory coverage across multiple ecosystems:

pip-audit -r requirements.txt -s osv

Switch the OSV API endpoint (e.g., for self-hosted instances):

pip-audit -r requirements.txt -s osv --osv-url https://api.osv.dev/v1/query

Output Formats

pip-audit -f columns          # Default columnar output
pip-audit -f json             # Machine-readable JSON
pip-audit -f markdown         # Markdown table
pip-audit -f cyclonedx-json   # CycloneDX SBOM (JSON)
pip-audit -f cyclonedx-xml    # CycloneDX SBOM (XML)

Save output to a file:

pip-audit -f json -o audit-report.json

Include vulnerability descriptions and alias IDs (CVE/GHSA) in output:

pip-audit --desc --aliases

For JSON format, descriptions and aliases are included automatically.

Automatic Fix

Upgrade vulnerable packages automatically:

pip-audit --fix

Preview what would be upgraded without applying changes:

pip-audit --fix --dry-run

Dry run without the --fix flag reports how many dependencies would be audited:

pip-audit --dry-run

Ignoring Specific Vulnerabilities

Suppress known false positives or accepted risks using the vulnerability ID, CVE, or GHSA alias:

# Ignore by PYSEC ID
pip-audit --ignore-vuln PYSEC-2021-666

# Ignore by CVE
pip-audit --ignore-vuln CVE-2019-1010083

# Ignore by GHSA
pip-audit --ignore-vuln GHSA-w596-4wvx-j9j6

# Ignore multiple
pip-audit --ignore-vuln CVE-XXX-YYYY --ignore-vuln GHSA-abc-def-ghij

Document every suppressed ID in a comment or issue tracker entry explaining why it is not applicable.

Performance: Skipping Dependency Resolution

pip-audit performs its own dependency resolution by default, which can be slow. Skip resolution when inputs are already fully pinned:

Pinned without hashes (faster):

pip-audit --no-deps -r requirements.txt

Pinned with hashes (fastest, most secure):

pip-audit --require-hashes -r requirements.txt

--require-hashes is equivalent to pip's hash-checking mode. It fails if any package is missing a hash, providing additional supply-chain integrity.

Audit a pre-installed environment directly (no resolution needed):

pip-audit
pip-audit --local   # only local packages, skip globally installed

Exit Codes

Code	Meaning
`0`	No known vulnerabilities found
`1`	One or more vulnerabilities found

Exit codes cannot be suppressed internally. Use shell idioms when needed:

# Continue even if vulnerabilities found
pip-audit || true

# Capture for custom handling
pip-audit
exitcode="${?}"

Environment Variables

Configure pip-audit without flags for CI pipelines:

Variable	Equivalent flag	Example value
`PIP_AUDIT_FORMAT`	`--format`	json
`PIP_AUDIT_VULNERABILITY_SERVICE`	`--vulnerability-service`	osv
`PIP_AUDIT_DESC`	`--desc`	off
`PIP_AUDIT_PROGRESS_SPINNER`	`--progress-spinner`	off
`PIP_AUDIT_OUTPUT`	`--output`	audit-report.json

Reporting Only Fixable Vulnerabilities

Filter to only fail when vulnerabilities have known fix versions using jq:

test -z "$(pip-audit -r requirements.txt --format=json 2>/dev/null \
  | jq '.dependencies[].vulns[].fix_versions[]')"

This exits non-zero only when at least one fixable vulnerability exists.

pipenv Projects

Convert Pipfile.lock to a requirements format and pipe directly:

pipenv run pip-audit -r <(pipenv requirements)

Private Package Indices

Use --index-url and --extra-index-url to point at internal registries:

pip-audit -r requirements.txt \
  --index-url https://pypi.example.com/simple/ \
  --extra-index-url https://pypi.org/simple/

Interactive authentication is not supported. Use keyring via the subprocess provider or set credentials in the URL or environment.

Security Model

pip-audit detects known vulnerabilities in direct and transitive Python dependencies. It does not:

Perform static code analysis
Detect vulnerabilities in native shared libraries linked by Python packages
Protect against malicious packages not yet in any advisory database

Treat pip-audit -r INPUT as equivalent to pip install -r INPUT — it resolves and downloads packages. Only audit inputs from trusted sources.

Additional Resources

references/ci-integration.md — GitHub Actions workflow, pre-commit hook, and baseline automation patterns

python-pip-audit