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webrtc ice candidate spoofing
Every guide about hiding your address in WebRTC stops at the address. Rewrite the server-reflexive candidate to say the proxy's IP and you are done.
You are not done: the candidate that betrays you is a structured record with half a dozen fields, and this page covers what has to be replaced, the two ways to do it, and the three fields that give away a synthetic candidate - when it arrives, what priority it claims, and what foundation it shares.
A candidate arrives at a particular moment, and it sits in a set alongside other candidates that have to be consistent with it. We got the address right immediately and then spent a long time finding out that three other things were wrong.
Only the server-reflexive (srflx) candidate has to be replaced; the host candidate should be left alone. The srflx carries your public address and is the one that betrays the real interface behind a proxy. A normal browser behind NAT produces two candidates that matter:
candidate:... typ host <uuid>.local the LAN address, masked
candidate:... typ srflx 203.0.113.7 raddr ... the public address, from STUN
The srflx is the problem. STUN runs over UDP, a SOCKS proxy carries TCP, so the browser asks a STUN server directly from the real interface and the server truthfully answers with your real address. Your HTTP traffic exits one way and your WebRTC exits another, and the two disagree. The goal is the opposite: a WebRTC address that matches the proxy exit.
The host candidate is not the problem, and this is where people overcorrect. Firefox
already masks it behind an mDNS <uuid>.local name by default, the
same host-candidate concealment mechanism drafted at the IETF
for exactly this privacy problem, and it is what real browsers do. Replacing it with a
fake LAN IP makes you worse than stock: we shipped that once, and a public leak test
reported "WebRTC exposes your Local IP" against our browser and not against an ordinary
Firefox. The correct move is to leave the default alone.
The wider version of this argument is that suppression and overcorrection are both louder than the leak.
There are two methods, and a real implementation needs both: swap the proxy's address into a genuine STUN result when STUN works, or synthesise a candidate from scratch when no STUN server is reachable.
Swap after the fact. Let the real STUN transaction complete, then replace the address in the result before the candidate is emitted. The advantage is that everything else about the candidate is genuine: the timing, the port, the priority, all produced by the normal code path. The disadvantage is that it needs the STUN transaction to succeed, which behind a proxy it often does not.
Synthesise. Build a candidate that never came from a STUN server. This works when there is no reachable STUN at all, which is the common case behind a SOCKS proxy, and it is where every field you do not think about becomes a thing you have to get right.
Both are needed in practice. The swap handles the case where STUN works; the synthetic one covers the case where it does not.
A real server-reflexive candidate cannot arrive instantly; it appears one network round trip after gathering starts, so a candidate that materialises with zero delay describes a STUN server in the same room as you. Our first synthetic candidate was emitted immediately.
The candidate exists only because a request travelled to a STUN server and a response came back. Skipping that trip is the tell: no round trip, no real candidate.
This is not a theoretical concern. Published detection advice for this exact technique names round-trip timing as the way to spot a spoofed address, in both directions: a candidate that arrives too fast never made the trip, and one that arrives too slow made the trip from somewhere other than where it claims.
The fix is a delay that looks like a network. Ours emits on a timer at a realistic STUN round trip rather than immediately.
A synthetic candidate is exposed when its priority falls outside the narrow band the real ICE stack produces, because priority is computed, not chosen. This is the tell that would have caught us on any careful inspection, and it is a single number.
ICE priority is not arbitrary. It is computed by a documented formula (defined in RFC 8445, the ICE specification) from the candidate type, an interface preference and the component id:
priority = (type_preference << 24) | (local_preference << 16) | (256 - component_id)
For a server-reflexive UDP candidate the type preference is fixed by the specification. The local preference is where implementations differ, and the one in Firefox's ICE stack produces values in a narrow band, roughly 32256 to 32704.
Our synthetic candidate hardcoded it to 0xFFFF, which is 65535.
That is not an unusual priority. It is a priority no real candidate on that stack ever has, because the code that generates them cannot produce it. One integer, visible in the SDP, and it says the candidate did not come from the browser.
The fix was to reconstruct the real formula and read the interface preference from the genuine host candidate on the same interface, so the synthetic srflx inherits the number a real one would have had. The values now sit in the same band as a stock browser's.
The general lesson, and it is worth more than the specific number: when you fabricate a record, every field with a computed value is a field somebody can recompute.
The foundation is an identifier shared by candidates of the same type from the same base address, used to group them for the connectivity checks.
Ours appended a new foundation index each time, so across runs it drifted, taking a different value on each launch, and it sometimes collided with the foundation of the TCP host candidate, which is a grouping no real browser produces.
Two separate problems in one field: a value that moves when it should be stable, and a value that groups things that do not belong together.
The fix reuses the existing server-reflexive foundation on the same base, matching on the same criteria the real code matches on. It is now stable across runs and distinct from the host candidates, which is what a stock browser produces.
Notice what fixing these looked like: not inventing plausible values, but finding the function the browser already uses and calling it with the right inputs. A fabricated record is credible exactly to the degree that it was produced by the same code as a real one.
The most expensive bug in this area was not a wrong value. It was no values at all: gathering can fail behind a proxy and produce no ICE candidates at all.
Firefox restricts ICE gathering to the address of the default route when the page has no camera or microphone permission, which is the normal case for almost every page. That restriction is a privacy feature.
Finding the default route works by opening a UDP socket "connected" to the document's remote address and reading back which local address the operating system chose. Behind a SOCKS proxy that remote host is not directly reachable, the probe fails, gathering fails, and the browser produces zero candidates on every proxied page.
So the browser was not leaking. It was silent, which is a stronger signal than the leak, and our gate reported success the whole time because it only asserted that nothing leaked.
The fix falls back to the local addresses that survived filtering when the default-route probe fails, rather than aborting. It only runs on the failure path, so the direct case is untouched.
Faking a WebRTC address is a small change with a long tail. The address is one field. The priority is computed, the foundation is shared, the timing is observable, and the whole set has to hold together with the host candidate and with each other.
The approach that worked, after three attempts that did not, is to stop fabricating and start reusing: take the values from the code that produces the real ones, and only replace the single thing that has to change.
And check the positive case. A synthetic candidate with perfect fields is worth nothing if gathering silently produced nothing at all, which is exactly what we shipped while a green gate watched.
Why does WebRTC leak my real IP behind a SOCKS proxy? Because STUN uses UDP and SOCKS carries TCP, so the STUN request leaves from your real interface.
Should I replace the host candidate too? No. Firefox already masks it as an mDNS
.local name, and replacing that with a fake LAN address is worse than the default.
What gives away a synthetic candidate? Its priority if the value is outside the range the real code produces, its foundation if it drifts or collides, and its arrival time if it appears with no round trip.
How is ICE priority calculated? From the candidate type, a local preference and the component id, combined by a documented formula. The local preference is implementation-specific and lives in a narrow band.
Can I just disable WebRTC? You can, and a browser with no ICE candidates at all is a more specific thing to be than one with an unusual address.
How do I test this properly? Assert the positive shape: the page completes, the host
candidate is a .local name, and the srflx address equals your proxy's exit. An empty
result is a failure. Read the live candidates in
about:webrtc, and see
the wider method.
See also: WebRTC leak with a proxy for the problem this solves, the WebRTC IPv6 leak a proxy does not stop, when the timezone does not match the proxy for the other half of making a proxied session agree with itself, and how to test whether your browser is detected.
- RFC 8445 (Interactive Connectivity Establishment), which defines the candidate priority formula, and the local-preference range produced by the ICE implementation Firefox uses.
- The IETF draft on mDNS ICE candidates, which documents concealing host-candidate IP addresses behind mDNS names, the mechanism Firefox ships by default.
- Published detection guidance for this technique, which names round-trip timing and candidate ordering as the ways to spot a fabricated address.
- This project's own ICE work: the post-STUN address swap, the synthetic fallback with its timer, the priority and foundation reconstruction, and the default-route fallback. Every wrong value described above was one we shipped.
From the notes of invisible_playwright, a Firefox patched at the C++ level. Three of the four problems on this page were found by comparing our own output against a stock Firefox, field by field, which is the only method that finds this class of thing.
Documentation
Guides
-
Browser Identity
- navigator.webdriver is not the tell you think it is
- hardwareConcurrency, deviceMemory and storage quota
- Screen size and viewport tells in headless browsers
- Playwright headless vs headed: what detectors see
- Playwright User Agent: Why You Should Not Set It
- Client Hints and Sec-Fetch: headers that must agree
- Codec fingerprinting: canPlayType and MediaCapabilities
- Permissions API: the two answers that must agree
- CSS fingerprinting: what media queries reveal
- What privacy.resistFingerprinting actually does
- speechSynthesis.getVoices() returns an empty array
- Browser extensions are a fingerprint surface
- BFCache and pageshow.persisted under browser automation
- Service workers, storage partitioning and automation
- Web Workers: where page-level fingerprint patches fail
- fake-useragent is archived: what changes and what doesn't
- navigator.buildID and the stale build date tell
- navigator.maxTouchPoints and pointer consistency
- navigator.platform and oscpu on a spoofed OS
- navigator.vendor and productSub: the Firefox tells
- Accept-Language header vs navigator.languages
- window.devicePixelRatio: the pref that spoofs it
- Can you be fingerprinted in incognito mode?
- Is changing the user agent enough to avoid detection?
- Can a website tell you are running on a server?
- Can two devices share a browser fingerprint?
- Does clearing cookies stop fingerprint tracking?
- Color-gamut and HDR media queries as a fingerprint
- Battery API fingerprint: does Firefox expose it?
- Is navigator.connection a fingerprint in Firefox?
- Can the Gamepad API fingerprint or detect a bot?
- Do accelerometer and gyroscope APIs leak on desktop?
- prefers-reduced-motion and other OS-setting tells
- Does storage quota estimate reveal disk size?
- Can scrollbar width reveal my operating system?
-
Canvas, WebGL, Fonts and Audio
- Canvas fingerprint noise: why per-call randomising fails
- Firefox WebGL renderer strings: what ANGLE reports
- WebGL parameters: the numbers are the same on every GPU
- Your renderer string says NVIDIA. Your pixels say software.
- Why headless browsers render different fonts
- How to make Linux and macOS report real Windows fonts
- measureText and TextMetrics as a fingerprinting surface
- AudioContext fingerprinting, and why adding noise backfired
- Canvas and WebGL fingerprints, identical across OSes
- Emoji fingerprinting: why emoji look the same on any OS
- Detecting installed fonts in JavaScript by width
- WebGL shader precision as a fingerprint surface
- AudioContext sampleRate and latency as a fingerprint
- Is WebGPU a browser fingerprint?
-
Network, Proxy and WebRTC
- WebRTC leak with a proxy in Playwright and Selenium
- WebRTC ICE candidate spoofing: the fields that give it away
- Playwright proxy in Python: per-context, and what leaks
- Playwright proxy not working? SOCKS5 auth in Python
- Playwright timezone does not match the proxy IP
- JA3 and JA4: why a TLS fingerprint cannot be patched
- Playwright in Docker: it runs, and still gets blocked
- Web scraping keeps getting blocked with good proxies
- Python web scraping blocked? The TLS fingerprint reason
- SOCKS5 vs HTTP proxy: what each does in the browser
- WebRTC IPv6 leak: why a proxy does not stop it
- HTTP/2 fingerprint: the layer above the TLS handshake
- TLS fingerprint vs User-Agent: the contradiction
- WebRTC has no ICE candidates behind a proxy
- WebRTC IP that matches the proxy exit, by design
- How to check if a proxy leaks your real IP
- about:webrtc: read your real ICE candidates
- Offline timezone resolution from a proxy exit IP
- Residential vs datacenter vs mobile proxies explained
- Sticky vs rotating proxy sessions: which to use
- Does a proxy leak DNS? DoH and DNS leaks explained
- HTTP/3 and QUIC fingerprint: what a site sees
- What is ASN and IP reputation in bot detection?
- What does a mobile carrier IP look like to a site?
- IPv6 vs IPv4: which does your proxy expose?
- Geolocation API vs IP location: keep them consistent
- Does chaining two proxies help avoid detection?
-
The Automation Layer
- Function.prototype.toString and the [native code] check
- The ChromeDriver
cdc_variable, and why renaming it fails - Why an attached debugger makes automation detectable
- Execution context was destroyed, and when it means detection
- Human-like mouse movement: Bezier curves are the easy part
- Why a Playwright upgrade broke 97 of 133 tests overnight
- Playwright persistent profile: what it fixes and breaks
- Why humanized mouse movement can fail on hover()
- Why content_frame() returns None for a cross-origin iframe
- Orphaned Firefox processes on Windows: the killed-runner leak
- Firefox launches but Playwright can't drive it: packaging gap
- Why automating login is riskier than reusing a session
- Playwright new_page vs new_context: the viewport tell
- Playwright dialog and popup handling without a tell
- Playwright download files with Firefox and the tell
- Playwright connect_over_cdp does not work with Firefox
- Playwright mobile emulation on Firefox and isMobile
- Playwright isTrusted: are automated clicks real?
- Playwright set_input_files uploads and the tell
- Can websites detect Playwright? What is actually visible
- Does Playwright Set navigator.webdriver to True?
- Does Playwright Leave Traces a Website Can See?
- Does Playwright Change My Browser Fingerprint?
- Can I Use My Real Browser Profile With Playwright?
- Does Playwright Support Firefox Stealth?
- Is Playwright Firefox Harder to Detect Than Chromium?
- Does Playwright Get Detected on the First Request?
- Why Playwright's bundled Firefox is easy to detect
- ghost-cursor human mouse paths with Playwright
- Stock Playwright, patched Firefox: how they connect
- Intercept and mock network requests with page.route
- Record and replay HTTP traffic with HAR in Playwright
- Record a Playwright trace to debug a failed scrape
- Record a video of a Playwright browser session
- Save and reuse login with storage_state in Playwright
- Read and set cookies in a Playwright context
- Set geolocation and permissions per Playwright context
- Handle HTTP basic auth in Playwright (http_credentials)
- Isolate identities with a browser context per session
- Drag and drop elements in Playwright with drag_to
- When to use an HTTP client vs a real browser
- Migrating from requests + BeautifulSoup to a browser
-
AI Agents and Frameworks
- AI browser agents and stealth: what fits and what does not
- browser-use gets detected: what you can and cannot change
- crawl4ai stealth mode and custom browser engines
- Give a LangChain agent an invisible_playwright browser
- Feed invisible_playwright pages into a RAG index
- Computer-use agents and browser fingerprint detection
- Give an MCP browser server a stealth Firefox engine
- Give each AI agent a reproducible browser identity
- Run parallel browser agents with distinct fingerprints
- Why AI browser agents have their own timing signal
- Running an AI browser agent headless on a server
- Give a browser agent a persistent logged-in session
- smolagents: hand the agent an invisible_playwright tool
- Stagehand and stealth: why a Firefox engine won't drop in
- DOM-reading vs screenshot agents: which stealth helps
- Back a computer-use agent with a real browser engine
- AI agent retry loops trip rate limits, not fingerprints
-
Detectors, Explained
- What bot.sannysoft.com actually checks, row by row
- How CreepJS decides you are lying
- What BotD actually detects, and what it does not
- Why a FingerprintJS visitor ID changes
- reCAPTCHA v3 score: why a fresh browser scores badly
- BrowserLeaks canvas and WebGL hash, explained
- What BrowserLeaks actually tests, surface by surface
- Browser trust scores explained: what the number means
- How do websites detect bots?
- What is a browser fingerprint?
- What data does a website collect about your browser?
- Does a VPN stop browser fingerprinting?
- Do websites know you are using a script?
- How accurate is browser fingerprinting?
- Can a website detect a virtual machine?
- Can websites detect a datacenter or proxy IP?
- getClientRects fingerprinting: subpixel geometry as ID
- Notification.permission as a bot-detection signal
- speechSynthesis voices as a cross-platform fingerprint
- Can a website detect typing by keystroke timing?
- Can a website detect Clipboard API access?
- What are mouse-dynamics behavioural biometrics?
-
Testing and Troubleshooting
- How to test bot detection without a false pass
- Playwright detected as a bot: the checklist to fix it
- Firefox preferences that silently do nothing
- Slow browser launch: a per-request timeout is not a budget
- Playwright screenshot returns noise: readback fix
- Canvas fingerprint changes every run: use a seed
- Playwright TargetClosedError: the causes and the fixes
- Why am I blocked with a clean fingerprint?
- Why Does My Playwright Script Get Blocked?
- Is Playwright headless detectable? What sites check
- Can You Run Playwright Without Being Detected?
- Why Playwright Works Locally but Fails in the Cloud
- Does Playwright Trigger reCAPTCHA More Often?
-
Scraping with Playwright
- How to scrape without getting blocked
- How to scrape a site that blocks headless browsers
- How to scrape infinite scroll pages with Playwright
- How to rotate proxies when scraping with Playwright
- How to scrape data behind a login with Playwright
- How to run Playwright in Docker without getting detected
- How to use invisible_playwright in Docker
- Playwright bot detection: how to avoid it in Python
- How to scrape paginated pages with Playwright
- How to download files with Playwright
- How to upload files with Playwright, and verify it landed
- How to handle cookie consent banners in Playwright
- How to handle popups and modals in Playwright
- How to take full-page screenshots with Playwright
- How to generate a PDF with Playwright and Firefox
- How to wait for content to load in Playwright
- How to retry failed requests when scraping Playwright
- How to scrape pages in parallel with Playwright
- How to rate limit your own Playwright scraper
- How to scrape HTML tables with Playwright
- How to scrape iframe content with Playwright
- How to scrape shadow DOM content with Playwright
- How to capture XHR and API responses in Playwright
- How to scrape geotargeted content with Playwright
- How to scrape real estate listings with Playwright
- How to scrape job postings with Playwright
- How to scrape e-commerce product pages with Playwright
- How to track product prices with Playwright
- How to scrape hotel room prices with Playwright
- How to scrape flight prices with Playwright
- How to scrape classifieds listings with Playwright
- How to scrape vacation rental listings with Playwright
- How to scrape car listings with Playwright
- How to scrape apartment rentals with Playwright
- How to track product stock and restocks with Playwright
- How to scrape location-based store prices with Playwright
- How to scrape flexible-date fare calendars with Playwright
- How to scrape product reviews with Playwright
- How to scrape reviews and ratings with Playwright
- How to scrape news article text with Playwright
- How to scrape business directory listings with Playwright
- How to scrape event and ticket listings with Playwright
- How to scrape restaurant menu data with Playwright
- How to scrape stock and financial data with Playwright
- How to scrape social media profiles with Playwright
- How to scrape forum and community threads with Playwright
- How to scrape image galleries with Playwright
- How to scrape video listings and metadata with Playwright
- How to scrape map-based local results with Playwright
- How to scrape sports scores and stats with Playwright
- How to scrape cryptocurrency prices with Playwright
- How to scrape deals and coupon codes with Playwright
- How to scrape to CSV with Playwright
- How to scrape to JSON Lines with Playwright
- How to scrape into a SQLite database with Playwright
- How to export scraped data to Excel with Playwright
- How to extract JSON-LD structured data with Playwright
- How to extract Open Graph and meta tags with Playwright
- How to extract links and build a crawl frontier in Playwright
- How to scrape RSS and Atom feeds with Playwright
- How to download images in bulk with Playwright
- How to extract clean article text with Playwright
- How to scrape a sitemap.xml with Playwright
- How to scrape into a pandas DataFrame with Playwright
- How to clean scraped prices and dates with Playwright
- Scrape search results by driving a form in Playwright
- Scrape a map-based search with Playwright
- Scrape autocomplete and typeahead inputs with Playwright
- Scrape date-picker calendars with Playwright
- Crawl list pages to detail pages with Playwright
- Scrape lazy-loaded images with Playwright
- Extract data from canvas charts with Playwright
- Scrape a multi-step wizard flow with Playwright
- How to resume an interrupted scrape with Playwright
- Incremental scraping: only new items since last run
- Handle 403 and 429 backoff mid-scrape in Playwright
- Scrape load-more button pages with Playwright
- Scrape nested pagination with Playwright
- Scrape an SPA that changes URL via history API
- Use BeautifulSoup with invisible_playwright
- Run stealth Playwright tests with pytest fixtures
- Run invisible_playwright concurrently with asyncio
- Run invisible_playwright in GitHub Actions CI
- Can you run invisible_playwright serverless?
- Run invisible_playwright in Celery task workers
- Schedule invisible_playwright scrapes with cron
- Run invisible_playwright headful on a server with Xvfb
- Use invisible_playwright in an Airflow DAG
- Combine invisible_playwright with httpx for speed
- Wrap invisible_playwright in a FastAPI service
- Run invisible_playwright in a Jupyter notebook
- Block images to speed up scraping (and when not to)
- Wait for a specific API response in Playwright
Comparisons
- Playwright stealth in Python: three levels that work
- Firefox or Chromium for anti-detect automation
- Chromium is not Chrome, and detectors know the difference
- Playwright stealth vs Camoufox: two patched Firefoxes
- Playwright stealth vs Patchright: driver vs engine
- Playwright stealth vs undetected-chromedriver and nodriver
- playwright-stealth vs a patched engine: page vs browser
- puppeteer-extra-plugin-stealth: unmaintained since 2024
- selenium-stealth hasn't been updated since December 2021
- pyppeteer's own maintainer says to switch to Playwright
- invisible_playwright vs rebrowser-patches: the same CDP fix
- invisible_playwright vs fingerprint-suite: injection vs engine
- invisible_playwright vs playwright-with-fingerprints
- invisible_playwright vs Scrapling
- invisible_playwright vs Ulixee Hero
- invisible_playwright vs SeleniumBase UC Mode
- Splash is unmaintained, and it was never a real browser
- invisible_playwright vs DrissionPage
- WebDriver BiDi vs CDP: does the new protocol hide you
- invisible_playwright vs hrequests
- zendriver vs invisible_playwright: Chrome CDP vs Firefox
- botasaurus vs invisible_playwright: framework vs library
- curl_cffi vs invisible_playwright: TLS client vs browser
- pydoll vs invisible_playwright: CDP without a driver
- selenium-driverless vs invisible_playwright stealth
- puppeteer-real-browser vs invisible_playwright
- Migrating from Selenium to Playwright for stealth
- Migrating from Puppeteer to Playwright for stealth
- undetected-chromedriver vs a patched Firefox browser
- scrapy-playwright vs a patched Firefox for stealth
- playwright-extra stealth plugins vs a patched browser
- tls-client vs a real browser: when TLS is enough
- Anti-detect browser or Playwright stealth: which you need
- undetected-playwright vs a patched Firefox binary
Integrations
- Using invisible_playwright with CodeceptJS
- Using invisible_playwright with Crawlee for Python
- Using invisible_playwright with Crawlee for JavaScript
- Using invisible_playwright with scrapy-playwright
- Using invisible_playwright with Robot Framework Browser
- Cypress, WebdriverIO, TestCafe and Nightwatch integration
- Using invisible_playwright with Microsoft's Playwright MCP
- Using the engine from Go, Java, C#, Ruby and Rust
docs/ source folder