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bundled fonts cross platform
To make Linux and macOS report real Windows fonts, ship the real Windows font files inside the browser and read only from that bundle on every platform. Filtering a host's font list is not enough: it changes what gets reported, not what gets rendered - the list says Windows, the pixels say something else. This page is what it took to make that bundle hold on three unrelated font backends, and where it still leaks. Why headless browsers render different fonts covers the detection side of the same problem, if you want that first.
The first instinct is to filter: hide the host's real fonts, report a Windows-shaped list instead. We tried a version of this and reverted it, because filtering only changes what gets reported, not what gets rendered. The host still draws the glyphs, still measures the widths, still rounds however its rasteriser rounds. A filtered font name sitting on top of Linux font rendering is a different, subtler version of the same contradiction: the list says Windows, the pixels say something else.
The fix that actually holds is upstream of the whole problem: ship the real font files inside the browser, and read only from that bundle, on every platform. This is the same direction Camoufox took first, and for the same reason - a real file produces real glyphs, real metrics, and a real hash, because nothing about it is simulated.
Firefox already has a mechanism for carrying fonts inside the binary,
MOZ_BUNDLED_FONTS, on by default on Windows and Linux and available on macOS with a
build flag. The harder problem isn't shipping the files, it's making Windows'
DirectWrite, Linux's fontconfig and macOS's CoreText - three font backends that know
nothing about each other and enumerate host fonts in three different ways - report the
same family list from the same files.
The fix is a single manifest, generated offline from the font files themselves and checked in as data, listing every family and which file and face index backs it. All three backends read the same manifest instead of asking their platform's normal font enumeration, so instead of three per-OS filters that can quietly drift apart, there is one source of truth for what a family is called and where its data lives.
Two details in that manifest turned out to matter more than the format itself:
Naming has to follow the same precedence a real OS uses, or the family names themselves become the tell. Font files carry more than one candidate name - a typographic name, a GDI-compatible name, sometimes a WWS name - and which one Windows actually shows depends on a precedence order. Getting that order wrong produces a family list that is real but shaped wrong: a font's marketing name where a real Windows machine would show its GDI name, which is exactly the kind of small inconsistency consistency-based detection is built to catch.
Multi-face font files can't be indexed positionally across platforms. A single
.ttc file can carry several unrelated faces - regional CJK variants, for instance -
and the safe way to pick the right one turned out to differ by backend: an index that
is reliable on one platform is not guaranteed to point at the same face on another,
because not every platform documents face order as stable. Matching by the face's own
embedded name instead of its position avoids picking the wrong face silently.
A manifest is only half the fix. Each backend still has its own default behaviour when something isn't in its bundle-only list, and each of those defaults quietly reaches for the host if you don't close it explicitly:
- One backend's safety fallback, when the bundle is unreadable, is to fail toward an empty list rather than the host - which breaks rendering visibly instead of leaking silently, the correct failure direction for a fingerprinting surface.
- Another's default path, taken naively, falls straight through to a live host enumeration call the moment the bundle-only condition isn't satisfied.
- The third had no bundle-only mode at all going in; it enumerates host and bundled fonts through the same single API call, so keeping the host out requires filtering every result rather than skipping a call.
Closing all three took a different patch per backend, because "don't enumerate the host" means something different to DirectWrite, to fontconfig, and to CoreText. There is no single flag that does this once for all platforms.
CoreText's version of this fix shipped later than Windows' and Linux's, and not because it was harder to write. It was harder to know was wrong, because nobody doing the work had a Mac to run it on.
Layer one, found by reading the code rather than running it: the block-at-birth hook that stops each backend from falling back to a live host enumeration had been wired into the Windows and Linux font backends, and simply never ported to CoreText. Reading the three backends side by side made that omission visible without running anything - a Mac host would enumerate its own system fonts right alongside the bundle, leaking the host OS on the one platform where nobody could see it happen locally.
Layer two surfaced only when the first fix actually ran in CI. Porting the hook and shipping it should have closed the gap. It didn't: the very next automated macOS run still showed most of the bundle missing and several real host fonts leaking through, on a build that had compiled cleanly and looked, from the source, like a complete fix. The actual cause was one level down - the build configuration that turns bundled fonts on at all was set to enable itself only on two of the three target platforms. The third silently defaulted off, which also compiled out the very hook layer one had just added, since that code only exists when bundled fonts are built in. A hook that is correct and a build that never includes it produce the same observed nothing.
Both layers are closed now, and CoreText enumerates the identical family set the other two backends do. The reason this is worth telling as one story rather than two separate fixes: the first fix looked complete by every check available without a real Mac, and was not. The only thing that caught the second layer was an automated run on the actual operating system, checking the actual output, after the fix that was supposed to be the whole answer. A gate that runs somewhere other than the real target platform is checking a different, easier question.
Validated cross-platform: Windows and Linux expose the identical family set from the bundle, zero host fonts leaking through on either, generic CSS families (serif, sans, monospace, and the per-script CJK generics) resolving to the same bundled fonts rather than collapsing to whatever the host happens to have. The same check on macOS runs in CI rather than locally, for the ordinary reason that not every setup has a Mac to test on, and it has passed there too.
The cost is real and worth naming rather than glossing over. The binary is meaningfully larger, because it now carries real font files rather than relying on whatever the OS already had installed. And a fixed bundle also fixes the family list in time: unlike a live host, the browser cannot pick up a font a real Windows Update might add later. Both are the price of an answer that has no per-platform seams to find.
Consistent with treating a suppressed signal as a fail rather than a pass, the honest gaps in this approach, found and not yet closed:
- One backend's CSS
local()font lookup path isn't wired to the bundle-only mode at all, so a page asking for a font by exact name through that specific CSS feature fails to resolve where a real installation would have. A resolved lookup versus a failed one is itself a detail a determined check could compare. - One backend's fallback for a character outside the bundle's family set reaches straight for the real host catalogue rather than staying inside the bundle, so an uncommon glyph can momentarily surface real host font data.
- One backend's
system-uigeneric keeps a narrow live query against the host font service as an extra fallback candidate, a single generic family that didn't get folded into the same guard as the rest. - One platform's font-substitution mechanism reads a live OS-level alias table regardless of bundle-only mode, so the set of names that resolve through it still varies by the specific machine's own configuration.
None of these are enumeration leaks in the sense the validation above checks for - that check passed, repeatedly, on real measurement. They are narrower seams: specific code paths that keep a live dependency on the host font service instead of routing through the bundle like everything else. Each is a known, open item rather than something papered over, because a gap you haven't found yet is worse than one you have.
Before the manifest fixed multi-face naming across platforms, a narrower version of the same problem shipped and was found and closed on Linux specifically. It is worth walking through because it is the clearest illustration of why enumeration alone is never enough of a check.
A .ttc file is a collection: several complete faces sharing one set of font tables,
addressed through a TTCHeader that starts with the four-byte marker ttcf instead of
the single-face sfnt header an ordinary font file has. Several bundled CJK families -
regional Chinese, Japanese and a couple of serif/math variants - ship as .ttc
collections for exactly that reason: related faces, one file.
The font-table code on Linux never checked for that marker. It read every font file as
if it only had one face, at a fixed offset from the start of the file. For an ordinary
font that offset is correct. For a .ttc collection it lands wherever the first face's
data happens to be, regardless of which face was actually requested by name.
The result was a font that enumerated correctly - the family name resolved, the browser reported it was using the right font - while the glyphs actually rendered came from whichever face happened to sit at that fixed offset. Measured directly: metrics for several of these families were wrong on Linux and correct on Windows, same seed, same manifest, same claimed font name. Enumeration was clean. Rendering was not. That gap is exactly what a check that stops at "is the font in the list" cannot see.
The fix adds a lookup that reads the TTCHeader when the ttcf marker is present,
finds the requested face's own offset from the collection's face-directory table, and
reads from there instead of assuming offset zero. After the fix, the same measurement
that had shown a mismatch showed matching metrics on both platforms, for every affected
family.
The general lesson is the same one the four seams above are named for: a signal that looks closed because the obvious check passed is not the same as a signal that is closed. This one needed a metrics comparison, not a font list, to be caught at all - and it was a real, shipped gap for a period, not a hypothetical one.
Filtering a host's fonts leaves the host's rendering underneath, which is a contradiction with extra steps. Shipping the real files and reading only from them removes the contradiction at the source, at the cost of a larger binary, a fixed family list, and three separate backends that each needed convincing not to reach for the host on their own. What's left is a short, named list of narrower seams, not a general claim that the surface is closed.
Can I make a Linux machine report Windows fonts? Reporting the name is not the hard part; matching the rendering is. Bundling the actual font files and reading only from them is what makes the two agree.
Does installing Windows fonts on Linux fix fingerprinting? It gets you the right names. It does not by itself stop the browser's normal font backend from also seeing whatever else is on the host, and licensing is a separate problem again.
Why not just spoof the font list in JavaScript? There's no enumeration API to intercept; detection works by measuring rendered text, and a script cannot change what the OS actually draws.
Does this fix cost anything? A larger binary, and a font list that's frozen at build time rather than tracking whatever the real OS might add later.
Is this the same thing Camoufox does? The same direction - real files, not a filter - checked independently rather than assumed to work the same way underneath.
See also: why headless browsers render different fonts, for the detection side this architecture answers; invisible_playwright vs Camoufox, for where this approach sits relative to theirs; and WebGL renderer strings, for the same shape of problem on different hardware.
- This project's own font-bundle architecture and its per-platform integration work, including the validated cross-platform measurement (Windows/Linux locally, macOS in CI) and the four open gaps listed above.
- Firefox's own bundled-fonts build mechanism, which this architecture builds on rather than replaces.
-
CSS Fonts Module Level 4 (W3C), for the generic
font family keywords and the
local()src descriptor referenced above.
From the notes of invisible_playwright, a Firefox patched at the C++ level, including three separate font backends convinced not to ask their host anything.
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