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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 open KEV CVE affects v2.2.0.

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.

3 versions tracked

Version	Published	C	H	M	L	KEV	Notes
v2.2.0	2026-05-31	—	—	—	—	—	Latest
v2.1.0	2026-05-25	—	—	—	—	—	Patches CVE-2023-4863
v2.0.2	2026-01-09	—	1	—	—	KEV 1	—

— Signed — SLSA — SBOM ✗ Security policy Quarterly cadence · 70d median Active maintainer

Trust Signals — 2 of 9 Present

Evidence already collected from releases and repository metadata.

2/9 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 Absent

GitHub repository metadata Repository policy

Checked: 17d ago

Release cadence: quarterly Present

70d median over recent releases Release history

Latest release: 3d ago

Maintainer active Present

Recent commit activity Repository

Last commit: 3d 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 151 transitive dependency CVEs found in the latest SBOM. 13 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

3d stale

scorecard

2.00 / 4.0

⚠ Estimated — not yet collected

cve health

0.00 / 2.5

No open 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: available

Release responsiveness

release responsiveness

10.0

patch speed days: no_history

Dependency exposure

dependency exposure

0.0

10%

supply chain risk: 100.0 transitive cves: 13c/62h

Provenance trust

provenance trust

5.0

40%

scorecard score: estimated openssf badge: none

Maintainer health

maintainer health

10.0

10%

activity freshness: 3d

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

13 Transitive critical CVEs

1 KEV-transitive CVEs

90% Dependency freshness

OpenSSF Badge

OpenSSF none

Badge indicates adherence to open-source best practices.

1 open CVE against meme-search

Sorted by KEV-listed first, then longest exposure.

CVE	Severity	CVSS	EPSS	Days open	KEV	Status
CVE-2023-4863	HIGH	8.8	99%ile	995d	KEV	Affects vLATEST

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

CVE	Severity	EPSS	Disclosed	Fixed in	Days to fix	vs Ecosystem Median	KEV
CVE-2023-4863	HIGH	99%ile	—	v2.1.0	—	—	KEV

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

Dependency Vulnerabilities

185 dependencies scanned View full dependency list →

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

Critical

High

Medium

Low

Unknown

1 dependency vulnerabilities are in KEV.

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

Still affecting latest (27) All (151)

Critical 13 High 62 Medium 65 Low 7 Unknown 4

CVE	Severity	KEV	Dependency	Affected version	Cleared in release
CVE-2014-3007	critical	—	pillow	—	v2.1.0
CVE-2016-4009	critical	—	pillow	—	v2.1.0
CVE-2020-11538	critical	—	pillow	—	v2.1.0
CVE-2020-5310	critical	—	pillow	—	v2.1.0
CVE-2020-5311	critical	—	pillow	—	v2.1.0
CVE-2020-5312	critical	—	pillow	—	v2.1.0
CVE-2021-25289	critical	—	pillow	—	v2.1.0
CVE-2021-34552	critical	—	pillow	—	v2.1.0
CVE-2022-22817	critical	—	pillow	—	v2.1.0
CVE-2023-50447	critical	—	pillow	—	v2.1.0
CVE-2024-48063	critical	—	torch	2.0.0	v2.1.0
CVE-2025-32434	critical	—	torch	2.0.0	v2.1.0
CVE-2026-39324	critical	—	rack-session	2.1.1	v2.1.0
CVE-2014-1932	high	—	pillow	—	v2.1.0
CVE-2014-3589	high	—	pillow	—	v2.1.0
CVE-2014-3598	high	—	pillow	—	v2.1.0
CVE-2014-9601	high	—	pillow	—	v2.1.0
CVE-2016-0775	high	—	pillow	—	v2.1.0
CVE-2016-2533	high	—	pillow	—	v2.1.0
CVE-2016-3076	high	—	pillow	—	v2.1.0
CVE-2016-9190	high	—	pillow	—	v2.1.0
CVE-2018-18074	high	—	requests	—	v2.1.0
CVE-2019-16865	high	—	pillow	—	v2.1.0
CVE-2019-19911	high	—	pillow	—	v2.1.0
CVE-2020-10177	high	—	pillow	—	v2.1.0
CVE-2020-10378	high	—	pillow	—	v2.1.0
CVE-2020-10379	high	—	pillow	—	v2.1.0
CVE-2020-10994	high	—	pillow	—	v2.1.0
CVE-2020-35653	high	—	pillow	—	v2.1.0
CVE-2020-35654	high	—	pillow	—	v2.1.0
CVE-2020-5313	high	—	pillow	—	v2.1.0
CVE-2020-7694	high	—	uvicorn	—	v2.1.0
CVE-2020-7695	high	—	uvicorn	—	v2.1.0
CVE-2021-23437	high	—	pillow	—	v2.1.0
CVE-2021-25287	high	—	pillow	—	v2.1.0
CVE-2021-25288	high	—	pillow	—	v2.1.0
CVE-2021-25290	high	—	pillow	—	v2.1.0
CVE-2021-25291	high	—	pillow	—	v2.1.0
CVE-2021-25293	high	—	pillow	—	v2.1.0
CVE-2021-27921	high	—	pillow	—	v2.1.0
CVE-2021-27922	high	—	pillow	—	v2.1.0
CVE-2021-27923	high	—	pillow	—	v2.1.0
CVE-2021-28675	high	—	pillow	—	v2.1.0
CVE-2021-28676	high	—	pillow	—	v2.1.0
CVE-2021-28677	high	—	pillow	—	v2.1.0
CVE-2021-32677	high	—	fastapi	—	v2.1.0
CVE-2022-24303	high	—	pillow	—	v2.1.0
CVE-2022-30595	high	—	pillow	—	v2.1.0
CVE-2022-45198	high	—	pillow	—	v2.1.0
CVE-2022-45199	high	—	pillow	—	v2.1.0
CVE-2023-44271	high	—	pillow	—	v2.1.0
CVE-2023-4863	high	KEV	pillow	—	v2.2.0
CVE-2024-24762	high	—	fastapi	—	v2.1.0
CVE-2024-28219	high	—	pillow	—	v2.1.0
CVE-2024-31580	high	—	torch	2.0.0	v2.1.0
CVE-2024-31583	high	—	torch	2.0.0	v2.1.0
CVE-2025-48379	high	—	pillow	—	v2.1.0
CVE-2026-22860	high	—	rack	3.2.4	v2.1.0
CVE-2026-25639	high	—	axios	1.13.1	v2.1.0
CVE-2026-25990	high	—	pillow	—	v2.1.0
CVE-2026-33195	high	—	activestorage	8.0.4	v2.1.0
CVE-2026-34230	high	—	rack	3.2.4	v2.1.0
CVE-2026-34785	high	—	rack	3.2.4	v2.1.0
CVE-2026-34827	high	—	rack	3.2.4	v2.1.0
CVE-2026-34829	high	—	rack	3.2.4	v2.1.0
CVE-2026-35611	high	—	addressable	2.8.7	v2.1.0
CVE-2026-40192	high	—	pillow	—	v2.1.0
CVE-2026-41316	high	—	erb	5.1.3	v2.1.0
CVE-2026-42033	high	—	axios	1.13.1	v2.1.0
CVE-2026-42035	high	—	axios	1.13.1	v2.1.0
CVE-2026-42043	high	—	axios	1.13.1	v2.1.0
CVE-2026-42246	high	—	net-imap	0.5.6	v2.1.0
CVE-2026-42264	high	—	axios	1.13.1	v2.1.0
CVE-2026-42311	high	—	pillow	—	v2.1.0
GHSA-c4rq-3m3g-8wgx	high	—	nokogiri	1.18.10	v2.1.0
CVE-2014-1829	medium	—	requests	—	v2.1.0
CVE-2014-1830	medium	—	requests	—	v2.1.0
CVE-2014-1933	medium	—	pillow	—	v2.1.0
CVE-2015-2296	medium	—	requests	—	v2.1.0
CVE-2016-0740	medium	—	pillow	—	v2.1.0
CVE-2016-9189	medium	—	pillow	—	v2.1.0
CVE-2020-35655	medium	—	pillow	—	v2.1.0
CVE-2021-25292	medium	—	pillow	—	v2.1.0
CVE-2021-28678	medium	—	pillow	—	v2.1.0
CVE-2022-22815	medium	—	pillow	—	v2.1.0
CVE-2022-22816	medium	—	pillow	—	v2.1.0
CVE-2023-32681	medium	—	requests	—	v2.1.0
CVE-2024-35195	medium	—	requests	—	v2.1.0
CVE-2024-47081	medium	—	requests	—	v2.1.0
CVE-2025-1194	medium	—	transformers	4.49.0	v2.1.0
CVE-2025-2099	medium	—	transformers	4.49.0	v2.1.0
CVE-2025-3262	medium	—	transformers	4.49.0	v2.1.0
CVE-2025-3263	medium	—	transformers	4.49.0	v2.1.0
CVE-2025-3264	medium	—	transformers	4.49.0	v2.1.0
CVE-2025-3730	medium	—	torch	2.0.0	v2.1.0
CVE-2025-3933	medium	—	transformers	4.49.0	v2.1.0
CVE-2025-43857	medium	—	net-imap	0.5.6	v2.1.0
CVE-2025-5197	medium	—	transformers	4.49.0	v2.1.0
CVE-2025-6051	medium	—	transformers	4.49.0	v2.1.0
CVE-2025-62718	medium	—	axios	1.13.1	v2.1.0
CVE-2025-6638	medium	—	transformers	4.49.0	v2.1.0
CVE-2025-6921	medium	—	transformers	4.49.0	v2.1.0
CVE-2026-1839	medium	—	transformers	4.49.0	v2.1.0
CVE-2026-25500	medium	—	rack	3.2.4	v2.1.0
CVE-2026-25645	medium	—	requests	—	v2.1.0
CVE-2026-26961	medium	—	rack	3.2.4	v2.1.0
CVE-2026-26962	medium	—	rack	3.2.4	v2.1.0
CVE-2026-32762	medium	—	rack	3.2.4	v2.1.0
CVE-2026-33169	medium	—	activesupport	8.0.4	v2.1.0
CVE-2026-33170	medium	—	activesupport	8.0.4	v2.1.0
CVE-2026-33173	medium	—	activestorage	8.0.4	v2.1.0
CVE-2026-33174	medium	—	activestorage	8.0.4	v2.1.0
CVE-2026-33176	medium	—	activesupport	8.0.4	v2.1.0
CVE-2026-33202	medium	—	activestorage	8.0.4	v2.1.0
CVE-2026-34763	medium	—	rack	3.2.4	v2.1.0
CVE-2026-34786	medium	—	rack	3.2.4	v2.1.0
CVE-2026-34826	medium	—	rack	3.2.4	v2.1.0
CVE-2026-34830	medium	—	rack	3.2.4	v2.1.0
CVE-2026-34831	medium	—	rack	3.2.4	v2.1.0
CVE-2026-34835	medium	—	rack	3.2.4	v2.1.0
CVE-2026-39865	medium	—	axios	1.13.1	v2.1.0
CVE-2026-40175	medium	—	axios	1.13.1	v2.1.0
CVE-2026-42034	medium	—	axios	1.13.1	v2.1.0
CVE-2026-42036	medium	—	axios	1.13.1	v2.1.0
CVE-2026-42037	medium	—	axios	1.13.1	v2.1.0
CVE-2026-42038	medium	—	axios	1.13.1	v2.1.0
CVE-2026-42039	medium	—	axios	1.13.1	v2.1.0
CVE-2026-42041	medium	—	axios	1.13.1	v2.1.0
CVE-2026-42042	medium	—	axios	1.13.1	v2.1.0
CVE-2026-42044	medium	—	axios	1.13.1	v2.1.0
CVE-2026-42256	medium	—	net-imap	0.5.6	v2.1.0
CVE-2026-42257	medium	—	net-imap	0.5.6	v2.1.0
CVE-2026-42258	medium	—	net-imap	0.5.6	v2.1.0
CVE-2026-42308	medium	—	pillow	—	v2.1.0
CVE-2026-42309	medium	—	pillow	—	v2.1.0
CVE-2026-42310	medium	—	pillow	—	v2.1.0
GHSA-jgpv-4h4c-xhw3	medium	—	pillow	—	v2.1.0
GHSA-r4q5-vmmm-2653	medium	—	follow-redirects	1.15.11	v2.1.0
GHSA-v2fc-qm4h-8hqv	medium	—	nokogiri	1.18.10	v2.1.0
GHSA-wx95-c6cv-8532	medium	—	nokogiri	1.18.10	v2.1.0
CVE-2025-2953	low	—	torch	2.0.0	v2.1.0
CVE-2025-3777	low	—	transformers	4.49.0	v2.1.0
CVE-2026-33168	low	—	actionview	8.0.4	v2.1.0
CVE-2026-33658	low	—	activestorage	8.0.4	v2.1.0
CVE-2026-42040	low	—	axios	1.13.1	v2.1.0
CVE-2026-42245	low	—	net-imap	0.5.6	v2.1.0
GHSA-4fx9-vc88-q2xc	low	—	pillow	—	v2.1.0
CVE-2024-31584	unknown	—	torch	2.0.0	v2.1.0
OSV-2022-1074	unknown	—	pillow	—	v2.1.0
OSV-2022-715	unknown	—	pillow	—	v2.1.0
PYSEC-2023-175	unknown	—	pillow	—	v2.1.0

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