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Security Deep Dive

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Security posture and CVE patch evidence from tracked releases.

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1 actively-exploited dependency CVE affects v2.9.0.

KEV-listed CVEs are confirmed exploited in the wild — patch urgently.

Versions by Severity

CVEs are attributed to tracked releases published before the patch release.

7 versions tracked
Version Published C H M L KEV Notes
v2.9.0 2026-05-31
Latest
v2.8.0 2026-05-22
v2.7.0 2026-05-13
Patches CVE-2023-4863
v2.6.0 2026-05-05 1 KEV 1
v2.5.0 2026-04-30 1 KEV 1
v2.4.0 2026-04-29 1 KEV 1
v2.3.0 2026-04-12 1 KEV 1
— Signed — SLSA — SBOM ✓ Security policy Weekly cadence · 7d median Active maintainer

Trust Signals — 3 of 9 Present

Evidence already collected from releases and repository metadata.

3/9 Present
Signed releases Unknown
Latest release artifact signature Latest release
SLSA provenance Unknown
Attestation predicate level Latest release
SBOM published Unknown
GitHub SBOM API Latest release
SECURITY.md Present
GitHub repository metadata Repository policy
Checked: 23d ago
Release cadence: weekly Present
7d median over recent releases Release history
Latest release: 3d ago
Maintainer active Present
Recent commit activity Repository
Last commit: 2d ago
Checksums (SHA256SUMS) Not active yet
SHA256SUMS or equivalent Release asset
Latest release: 3d ago
GitHub Actions attestation Not active yet
actions/attest-build-provenance Workflow file
Latest release: 3d ago
Signing assets Not active yet
.sig, .crt, cosign.pub, or similar Release asset
Latest release: 3d ago
0.5/10 Security Score
Dependency Exposure 102 transitive dependency CVEs found in the latest SBOM. 14 critical.

Security Score

A composite score aggregating Scorecard performance, CVE patch history, OpenSSF badge tier, and dependency vulnerability exposure. Score ≥ 7.0 is healthy; < 4.0 warrants attention.

epss

0.00 / 0.5

Max EPSS 0.933

freshness

1.00 / 1.0

2d stale

scorecard

2.00 / 4.0

⚠ Estimated — not yet collected

cve health

0.00 / 2.5

⚠ No direct scan — 14c/53h transitive CVEs

patch speed

0.50 / 0.5

⚠ Estimated — no CVE patch history

kev exposure

-1.50 / 1.5

KEV exposure detected

supply chain risk

-1.50 / 10.0

Risk 100.0/100

Score breakdown

schema v2

Vulnerability posture

vulnerability posture

0.0

25%

direct cves: clear cve scan: estimated

Release responsiveness

release responsiveness

10.0

5%

patch speed days: no_history

Dependency exposure

dependency exposure

0.0

10%

supply chain risk: 100.0 transitive cves: 14c/53h

Provenance trust

provenance trust

5.0

40%

scorecard score: estimated openssf badge: none

Maintainer health

maintainer health

10.0

10%

activity freshness: 2d

Operational risk

operational risk

0.0

10%

kev exposure: detected epss max: 0.933
How is this calculated?

The six dimensions group the legacy score signals into weighted categories: direct vulnerability status, patch responsiveness, dependency exposure, provenance checks, maintainer activity, and exploitability risk. The flat component values above remain available for compatibility.

Supply Chain Risk

Risk 100.0/100
14 Transitive critical CVEs
1 KEV-transitive CVEs
100% Dependency freshness

OpenSSF Badge

OpenSSF none

Badge indicates adherence to open-source best practices.

CVE Patch History

Tracks CVEs that were addressed in tagged releases. Shorter gap between disclosure and patch = faster response. EPSS = predicted probability of exploitation in next 30 days (FIRST.org); colored at ≥90%ile and ≥50%ile.

CVEs Patched by Year

Critical High Medium Low
2026
1
CVE Severity EPSS Disclosed Fixed in Days to fix vs Ecosystem Median KEV
CVE-2023-4863 HIGH 99%ile v2.7.0 KEV

KEV = CISA Known Exploited Vulnerabilities catalog — actively exploited in the wild.

Dependency Vulnerabilities

39 dependencies scanned View full dependency list →

Scanning the SBOM (Software Bill of Materials) of the latest release for known vulnerabilities in transitive dependencies.

Critical

14

High

53

Medium

28

Low

4

Unknown

3

1 dependency vulnerabilities are in KEV.

CISA confirmed these vulnerabilities are actively exploited. Treat as critical priority.

Critical 14 High 53 Medium 28 Low 4 Unknown 3
CVE Severity KEV Dependency Affected version Cleared in release
CVE-2014-3007 critical pillow v2.7.0
CVE-2016-4009 critical pillow v2.7.0
CVE-2019-17626 critical reportlab v2.7.0
CVE-2019-19450 critical reportlab v2.7.0
CVE-2019-6446 critical numpy v2.7.0
CVE-2020-10799 critical svglib v2.7.0
CVE-2020-11538 critical pillow v2.7.0
CVE-2020-5310 critical pillow v2.7.0
CVE-2020-5311 critical pillow v2.7.0
CVE-2020-5312 critical pillow v2.7.0
CVE-2021-25289 critical pillow v2.7.0
CVE-2021-34552 critical pillow v2.7.0
CVE-2022-22817 critical pillow v2.7.0
CVE-2023-50447 critical pillow v2.7.0
CVE-2014-1858 high numpy v2.7.0
CVE-2014-1859 high numpy v2.7.0
CVE-2014-1932 high pillow v2.7.0
CVE-2014-3589 high pillow v2.7.0
CVE-2014-3598 high pillow v2.7.0
CVE-2014-9601 high pillow v2.7.0
CVE-2016-0775 high pillow v2.7.0
CVE-2016-2533 high pillow v2.7.0
CVE-2016-3076 high pillow v2.7.0
CVE-2016-9190 high pillow v2.7.0
CVE-2017-12852 high numpy v2.7.0
CVE-2018-1000656 high flask v2.7.0
CVE-2018-18074 high requests v2.7.0
CVE-2019-1010083 high flask v2.7.0
CVE-2019-16865 high pillow v2.7.0
CVE-2019-19911 high pillow v2.7.0
CVE-2020-10177 high pillow v2.7.0
CVE-2020-10378 high pillow v2.7.0
CVE-2020-10379 high pillow v2.7.0
CVE-2020-10994 high pillow v2.7.0
CVE-2020-28463 high reportlab v2.7.0
CVE-2020-35653 high pillow v2.7.0
CVE-2020-35654 high pillow v2.7.0
CVE-2020-5313 high pillow v2.7.0
CVE-2021-23437 high pillow v2.7.0
CVE-2021-25287 high pillow v2.7.0
CVE-2021-25288 high pillow v2.7.0
CVE-2021-25290 high pillow v2.7.0
CVE-2021-25291 high pillow v2.7.0
CVE-2021-25293 high pillow v2.7.0
CVE-2021-27921 high pillow v2.7.0
CVE-2021-27922 high pillow v2.7.0
CVE-2021-27923 high pillow v2.7.0
CVE-2021-28675 high pillow v2.7.0
CVE-2021-28676 high pillow v2.7.0
CVE-2021-28677 high pillow v2.7.0
CVE-2021-41495 high numpy v2.7.0
CVE-2022-24303 high pillow v2.7.0
CVE-2022-30595 high pillow v2.7.0
CVE-2022-45198 high pillow v2.7.0
CVE-2022-45199 high pillow v2.7.0
CVE-2023-30861 high flask v2.7.0
CVE-2023-33733 high reportlab v2.7.0
CVE-2023-44271 high pillow v2.7.0
CVE-2023-4863 high KEV pillow v2.8.0
CVE-2024-28219 high pillow v2.7.0
CVE-2025-48379 high pillow v2.7.0
CVE-2025-53000 high nbconvert v2.7.0
CVE-2026-25990 high pillow v2.7.0
CVE-2026-33752 high curl-cffi v2.7.0
CVE-2026-40192 high pillow v2.7.0
CVE-2026-42311 high pillow v2.7.0
GHSA-3vpc-4p9p-47hc high curl-cffi v2.7.0
CVE-2014-1829 medium requests v2.7.0
CVE-2014-1830 medium requests v2.7.0
CVE-2014-1933 medium pillow v2.7.0
CVE-2015-2296 medium requests v2.7.0
CVE-2016-0740 medium pillow v2.7.0
CVE-2016-9189 medium pillow v2.7.0
CVE-2017-5992 medium openpyxl v2.7.0
CVE-2020-35655 medium pillow v2.7.0
CVE-2021-25292 medium pillow v2.7.0
CVE-2021-28678 medium pillow v2.7.0
CVE-2021-32862 medium nbconvert v2.7.0
CVE-2021-33430 medium numpy v2.7.0
CVE-2021-34141 medium numpy v2.7.0
CVE-2021-41496 medium numpy v2.7.0
CVE-2022-22815 medium pillow v2.7.0
CVE-2022-22816 medium pillow v2.7.0
CVE-2023-32681 medium requests v2.7.0
CVE-2024-35195 medium requests v2.7.0
CVE-2024-47081 medium requests v2.7.0
CVE-2025-11849 medium mammoth v2.7.0
CVE-2026-25645 medium requests v2.7.0
CVE-2026-3029 medium pymupdf v2.7.0
CVE-2026-39377 medium nbconvert v2.7.0
CVE-2026-39378 medium nbconvert v2.7.0
CVE-2026-42308 medium pillow v2.7.0
CVE-2026-42309 medium pillow v2.7.0
CVE-2026-42310 medium pillow v2.7.0
GHSA-jgpv-4h4c-xhw3 medium pillow v2.7.0
CVE-2025-46656 low markdownify v2.7.0
CVE-2025-47278 low flask v2.7.0
CVE-2026-27205 low flask v2.7.0
GHSA-4fx9-vc88-q2xc low pillow v2.7.0
OSV-2022-1074 unknown pillow v2.7.0
OSV-2022-715 unknown pillow v2.7.0
PYSEC-2023-175 unknown pillow v2.7.0

Showing 102 of 102

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