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Security Deep Dive

firecrawl

Security posture and CVE patch evidence from tracked releases.

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1 actively-exploited dependency CVE affects v2.10.

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
v2.10	2026-05-15	—	—	—	—	—	Latest Patches CVE-2023-4863
v2.9.0	2026-04-10	—	1	—	—	KEV 1	—
v2.8.0	2026-02-03	—	1	—	—	KEV 1	—

— Signed — SLSA — SBOM ✗ Security policy Quarterly cadence · 50d 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: 19d ago

Release cadence: quarterly Present

50d median over recent releases Release history

Latest release: 19d ago

Maintainer active Present

Recent commit activity Repository

Last commit: 1d ago

Checksums (SHA256SUMS) Not active yet

SHA256SUMS or equivalent Release asset

Latest release: 19d ago

GitHub Actions attestation Not active yet

actions/attest-build-provenance Workflow file

Latest release: 19d ago

Signing assets Not active yet

.sig, .crt, cosign.pub, or similar Release asset

Latest release: 19d ago

0.5/10 Security Score

Dependency Exposure 101 transitive dependency CVEs found in the latest SBOM. 2 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

1d stale

scorecard

2.00 / 4.0

⚠ Estimated — not yet collected

cve health

0.00 / 2.5

⚠ No direct scan — 2c/23h 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 70.2/100

Score breakdown

schema v2

Vulnerability posture

vulnerability posture

0.0

25%

direct cves: clear cve scan: estimated

Release responsiveness

release responsiveness

10.0

patch speed days: no_history

Dependency exposure

dependency exposure

3.0

10%

supply chain risk: 70.2 transitive cves: 2c/23h

Provenance trust

provenance trust

5.0

40%

scorecard score: estimated openssf badge: none

Maintainer health

maintainer health

10.0

10%

activity freshness: 1d

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 70.2/100

2 Transitive critical CVEs

1 KEV-transitive CVEs

40% 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

CVE	Severity	EPSS	Disclosed	Fixed in	Days to fix	vs Ecosystem Median	KEV
CVE-2023-4863	HIGH	99%ile	—	v2.10	—	—	KEV

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

Dependency Vulnerabilities

3667 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 (42) All (101)

Critical 2 High 23 Medium 48 Low 18 Unknown 10

CVE	Severity	KEV	Dependency	Affected version	Cleared in release
CVE-2021-41945	critical	—	httpx	—	v2.10
CVE-2023-50447	critical	—	pillow	10.0.0	v2.10
CVE-2018-1000518	high	—	websockets	—	v2.10
CVE-2018-18074	high	—	requests	—	v2.10
CVE-2021-33880	high	—	websockets	—	v2.10
CVE-2023-4863	high	KEV	pillow	10.0.0	—
CVE-2024-23334	high	—	aiohttp	—	v2.10
CVE-2024-28219	high	—	pillow	10.0.0	v2.10
CVE-2024-30251	high	—	aiohttp	—	v2.10
CVE-2025-69223	high	—	aiohttp	—	v2.10
CVE-2026-2473	high	—	google-cloud-aiplatform	1.36.0	v2.10
CVE-2026-25639	high	—	axios	1.12.2	v2.10
CVE-2026-41676	high	—	openssl	0.10.73	v2.10
CVE-2026-41678	high	—	openssl	0.10.73	v2.10
CVE-2026-41681	high	—	openssl	0.10.73	v2.10
CVE-2026-41898	high	—	openssl	0.10.73	v2.10
CVE-2026-42033	high	—	axios	1.12.2	v2.10
CVE-2026-42035	high	—	axios	1.12.2	v2.10
CVE-2026-42043	high	—	axios	1.12.2	v2.10
CVE-2026-42264	high	—	axios	1.12.2	v2.10
CVE-2026-42327	high	—	openssl	0.10.73	v2.10
CVE-2026-44665	high	—	fast-xml-builder	1.1.5	v2.10
CVE-2026-6321	high	—	fast-uri	3.1.0	v2.10
CVE-2026-6322	high	—	fast-uri	3.1.0	v2.10
GHSA-82j2-j2ch-gfr8	high	—	rustls-webpki	0.103.4	v2.10
CVE-2014-1829	medium	—	requests	—	v2.10
CVE-2014-1830	medium	—	requests	—	v2.10
CVE-2015-2296	medium	—	requests	—	v2.10
CVE-2021-29510	medium	—	pydantic	—	v2.10
CVE-2023-32681	medium	—	requests	—	v2.10
CVE-2023-37276	medium	—	aiohttp	—	v2.10
CVE-2023-47627	medium	—	aiohttp	—	v2.10
CVE-2023-49081	medium	—	aiohttp	—	v2.10
CVE-2023-49082	medium	—	aiohttp	—	v2.10
CVE-2024-23829	medium	—	aiohttp	—	v2.10
CVE-2024-27306	medium	—	aiohttp	—	v2.10
CVE-2024-35195	medium	—	requests	2.31.0	v2.10
CVE-2024-3772	medium	—	pydantic	2.0	v2.10
CVE-2024-42367	medium	—	aiohttp	—	v2.10
CVE-2024-47081	medium	—	requests	2.31.0	v2.10
CVE-2024-52303	medium	—	aiohttp	—	v2.10
CVE-2024-52304	medium	—	aiohttp	—	v2.10
CVE-2025-62718	medium	—	axios	1.12.2	v2.10
CVE-2025-69227	medium	—	aiohttp	—	v2.10
CVE-2025-69228	medium	—	aiohttp	—	v2.10
CVE-2025-69229	medium	—	aiohttp	—	v2.10
CVE-2025-71176	medium	—	pytest	—	v2.10
CVE-2026-22815	medium	—	aiohttp	—	v2.10
CVE-2026-25541	medium	—	bytes	1.10.1	v2.10
CVE-2026-25645	medium	—	requests	2.31.0	v2.10
CVE-2026-25727	medium	—	time	0.3.41	v2.10
CVE-2026-28684	medium	—	python-dotenv	—	v2.10
CVE-2026-34515	medium	—	aiohttp	—	v2.10
CVE-2026-34516	medium	—	aiohttp	—	v2.10
CVE-2026-34525	medium	—	aiohttp	—	v2.10
CVE-2026-40175	medium	—	axios	1.12.2	v2.10
CVE-2026-41907	medium	—	uuid	13.0.0	v2.10
CVE-2026-42034	medium	—	axios	1.12.2	v2.10
CVE-2026-42036	medium	—	axios	1.12.2	v2.10
CVE-2026-42037	medium	—	axios	1.12.2	v2.10
CVE-2026-42038	medium	—	axios	1.12.2	v2.10
CVE-2026-42039	medium	—	axios	1.12.2	v2.10
CVE-2026-42041	medium	—	axios	1.12.2	v2.10
CVE-2026-42042	medium	—	axios	1.12.2	v2.10
CVE-2026-42044	medium	—	axios	1.12.2	v2.10
CVE-2026-42308	medium	—	pillow	10.0.0	v2.10
CVE-2026-42310	medium	—	pillow	10.0.0	v2.10
CVE-2026-42338	medium	—	ip-address	6.4.0	v2.10
CVE-2026-44662	medium	—	openssl	0.10.73	v2.10
CVE-2026-44664	medium	—	fast-xml-builder	1.1.5	v2.10
GHSA-pjjw-qhg8-p2p9	medium	—	aiohttp	—	v2.10
GHSA-pwjx-qhcg-rvj4	medium	—	rustls-webpki	0.103.4	v2.10
GHSA-r4q5-vmmm-2653	medium	—	follow-redirects	1.15.6	v2.10
CVE-2021-21330	low	—	aiohttp	—	v2.10
CVE-2023-47641	low	—	aiohttp	—	v2.10
CVE-2025-53643	low	—	aiohttp	—	v2.10
CVE-2025-69224	low	—	aiohttp	—	v2.10
CVE-2025-69225	low	—	aiohttp	—	v2.10
CVE-2025-69226	low	—	aiohttp	—	v2.10
CVE-2025-69230	low	—	aiohttp	—	v2.10
CVE-2026-34513	low	—	aiohttp	—	v2.10
CVE-2026-34514	low	—	aiohttp	—	v2.10
CVE-2026-34517	low	—	aiohttp	—	v2.10
CVE-2026-34518	low	—	aiohttp	—	v2.10
CVE-2026-34519	low	—	aiohttp	—	v2.10
CVE-2026-34520	low	—	aiohttp	—	v2.10
CVE-2026-41677	low	—	openssl	0.10.73	v2.10
CVE-2026-42040	low	—	axios	1.12.2	v2.10
GHSA-965h-392x-2mh5	low	—	rustls-webpki	0.103.4	v2.10
GHSA-cq8v-f236-94qc	low	—	rand	0.9.2	v2.10
GHSA-xgp8-3hg3-c2mh	low	—	rustls-webpki	0.103.4	v2.10
CVE-2025-47911	unknown	—	golang.org/x/net	v0.41.0	v2.10
CVE-2025-58190	unknown	—	golang.org/x/net	v0.41.0	v2.10
CVE-2026-33814	unknown	—	golang.org/x/net	v0.41.0	v2.10
MAL-2026-702	unknown	—	serpapi-python	0.1.5	v2.10
PYSEC-2023-175	unknown	—	pillow	10.0.0	v2.10
RUSTSEC-2026-0049	unknown	—	rustls-webpki	0.103.4	v2.10
RUSTSEC-2026-0097	unknown	—	rand	0.9.2	v2.10
RUSTSEC-2026-0098	unknown	—	rustls-webpki	0.103.4	v2.10
RUSTSEC-2026-0099	unknown	—	rustls-webpki	0.103.4	v2.10
RUSTSEC-2026-0104	unknown	—	rustls-webpki	0.103.4	v2.10

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