browser-fingerprint-audit
Audit Browser Fingerprint Consistency
Contradictory browser and network signals can reveal automation or spoofing. This skill runs liarjs checks and explains the resulting consistency score.
๋ด ์์ด์ ํธ๋ก ์ค์น
์ด ์์ฒญ์ ์์ด์ ํธ์ ๋ณต์ฌํ์ธ์. ๊ณต์ Skill ํ์ด์ง์ ๋งค๋ํ์คํธ๊ฐ ํฌํจ๋์ด ์์ต๋๋ค.
Review the Skillstore skill "browser-fingerprint-audit" from https://skillstore.io/skills/liarjsdev-browser-fingerprint-audit.md and its manifest at https://skillstore.io/api/skills/liarjsdev-browser-fingerprint-audit/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.์์ด์ ํธ๋ ๊ณ์ํด์ ๊ณํ์ ํ์ํ๊ณ ๋ณด์ ์ ์ฑ ์์ ์๊ตฌํ๋ ํ์ธ์ ์์ฒญํด์ผ ํฉ๋๋ค.
์์ด์ ํธ๊ฐ ์ฝ๊ธฐ ์ฌ์ด ๋ฆฌ์์ค
AI ์์ด์ ํธ, ํฌ๋กค๋ฌ, ์คํฌ๋ฆฝํธ๊ฐ ์ ์ฒด ํ์ด์ง ๋์ ์ ๋ฆฌ๋ ์ปจํ ์คํธ๋ง ํ์ํ ๋ ์ด ๋งํฌ๋ฅผ ์ฌ์ฉํ์ธ์.
ํ ์คํธํด ๋ณด๊ธฐ
"browser-fingerprint-audit" ์ฌ์ฉ ์ค์ ๋๋ค. Audit a temporary browser and summarize only failed checks.
์์ ๊ฒฐ๊ณผ:
- Score: 82 of 100. Classification: Suspicious.
- Failed check: navigator.webdriver. The automation flag is enabled.
- Failed check: timezone mismatch. The browser timezone differs from the IP-derived timezone.
"browser-fingerprint-audit" ์ฌ์ฉ ์ค์ ๋๋ค. Run an offline audit and explain the coverage.
์์ ๊ฒฐ๊ณผ:
The audit completed using local browser signals only. It evaluated 32 checks and skipped eight cross-layer network checks.
"browser-fingerprint-audit" ์ฌ์ฉ ์ค์ ๋๋ค. Explain why a headless browser received a low score.
์์ ๊ฒฐ๊ณผ:
The low score reflects observable headless and automation signals. It measures profile consistency and does not predict a specific website response.
๋ณด์ ๊ฐ์ฌ
์ค๊ฐ ์ํThree static findings are confirmed. Two commands execute a pinned npm package, while the default network path sends request metadata to liarjs.dev. Other detections are markdown or documented local behavior, but optional CDP attachment can access an existing browser session.
ํ์ธ๋ ๋ณด์ ์ฐ๋ ค ์ฌํญ (1)
๊ธฐ๋ฅ ๊ฒํ ํญ๋ชฉ (3)
์ด ์คํฌ์ ๋ํด ์์๋ ์ ์๋ ์ค์ ๋ก์ปฌ ๊ธฐ๋ฅ์ด๋ฏ๋ก ๊ฒํ ๊ฐ ํ์ํ์ง๋ง, ํ์ธ๋ ์ ์์ ๋์์ผ๋ก๋ ์ง๊ณ๋์ง ์์ต๋๋ค.
์ํ ์์ธ
โ๏ธ ์ธ๋ถ ๋ช ๋ น์ด (20)
๐ ๋คํธ์ํฌ ์ ๊ทผ (6)
๐ ํ์ผ ์์คํ ์ ๊ทผ (1)
์ด ๋ณด๊ณ ์ ๊ณต์ ๋ฐ ์ธ์ฉ
๋ฒ์ ์ด ์ง์ ๋ ํ๊ฐ ๋ณด๊ณ ์, ์ค๋ฆฝ ๋ฐฐ์ง, ์๋ฒ ๋ ์นด๋ ๋ฐ ์ธ์ฉ์ ๊ณต์ ํ์ธ์. Skillstore๋ ๊ทผ๊ฑฐ๋ฅผ ๋ณด๊ณ ํ์ง๋ง ์ด Skill์ ์์ ์ฌ๋ถ๋ฅผ ํ๋จํ์ง ์์ต๋๋ค.
๋ณด๊ณ ์ ๋งํฌ ๋ณต์ฌ
https://skillstore.io/skills/liarjsdev-browser-fingerprint-audit/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown ๋ฐฐ์ง
[](https://skillstore.io/skills/liarjsdev-browser-fingerprint-audit?utm_source=security_passport_badge)HTML ๋ฐฐ์ง
<a href="https://skillstore.io/skills/liarjsdev-browser-fingerprint-audit?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/liarjsdev-browser-fingerprint-audit/security.svg" alt="Skillstore security assessment" loading="lazy"></a>์๋ฒ ๋ ์นด๋
<iframe src="https://skillstore.io/embed/skills/liarjsdev-browser-fingerprint-audit.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>ํ์ ์ธ์ฉ (APA ยท BibTeX ยท CFF)
APA ์ธ์ฉ
liarjsdev. (2026). browser-fingerprint-audit security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/liarjsdev-browser-fingerprint-audit/audits/1BibTeX ์ธ์ฉ
@techreport{liarjsdev-liarjsdev-browser-fingerprint-audit-2026,
author = {liarjsdev},
title = {browser-fingerprint-audit security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/liarjsdev-browser-fingerprint-audit/audits/1},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "browser-fingerprint-audit security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
- name: "liarjsdev"
date-released: "2026-08-08"
url: "https://skillstore.io/skills/liarjsdev-browser-fingerprint-audit/audits/1"
identifiers:
- type: other
value: "skillstore:liarjsdev-browser-fingerprint-audit:audit:1"
description: "Skillstore immutable audit report identifier"
Skillstore ์ ์
์ด ์ ์์ ์ด์ ์ฆ๊ฑฐ ์ ๋ขฐ๋: ์ค๊ฐ๋ง๋ค ์ ์๋ ๊ฒ
Review an automation profile
Identify contradictory browser signals before using a controlled automation environment.
Investigate fingerprint drift
Examine canvas, graphics, font, timezone, and network mismatches after an environment change.
Assess privacy exposure
Run offline checks to understand which local browser characteristics are observable.
์ด ํ๋กฌํํธ๋ฅผ ์ฌ์ฉํด ๋ณด์ธ์
Run the default browser fingerprint audit. Report the score, classification, failed check identifiers, and concise explanations.
Run the browser fingerprint audit in offline mode. Explain every failed local check and clearly list the skipped network checks.
Audit this browser and focus on canvas, WebGL, WebGPU, fonts, WebRTC, and timezone. Explain contradictions and likely environmental causes.
Audit my running Chrome through the CDP endpoint I provide. Confirm the endpoint and session access risk before attaching.
๋ชจ๋ฒ ์ฌ๋ก
- Use offline mode when external network comparison is unnecessary.
- Prefer a temporary browser profile unless the existing session is the explicit audit subject.
- Compare unusual environments with a saved baseline instead of relying only on an absolute score.
ํผํ๊ธฐ
- Do not attach to an existing browser without explicit approval and endpoint confirmation.
- Do not treat a high consistency score as proof that every website will trust the browser.
- Do not send production browsing sessions or sensitive pages to untrusted endpoints.
์์ฃผ ๋ฌป๋ ์ง๋ฌธ
What does the score measure?
Does the standard audit make a network request?
Can the audit run without sending data externally?
Does the default scan use my browser profile?
Can it scan an already running browser?
Why can a legitimate environment receive a low score?
๊ฐ๋ฐ์ ์ธ๋ถ ์ ๋ณด
์์ฑ์
liarjsdev๋ผ์ด์ ์ค
MIT
Skillstore ๋ฆฌ๋น์
r1
๋ฒ์ ์๋ด
์์ฑ์๊ฐ ๋ฒ์ ์ ์ ์ธํ์ง ์์์ต๋๋ค.
๋ฆฌํฌ์งํ ๋ฆฌ
https://github.com/liarjsdev/liarjs-skills/tree/4068c79209753c74f895a4a5a6d117fcde8d94d1/skills/browser-fingerprint-audit์ฐธ์กฐ
17e49992c9f55842f934ecec5719e4745ba7b95a
์ ์ง๋ณด์ ์ต์ ์ฑ
2026. 8. 9.
์ฌ์ฉ๋
0 ๋ค์ด๋ก๋ ยท 0 ์กฐํ
ํ์ผ ๊ตฌ์กฐ