Linux fingerprint sensor daemon for QTEE devices
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Filename Latest commit message Latest commit date
Jorijn van der Graaf eb50e5b6fb Report placement time and decision time separately, because only one of them is ours
Jorijn: "response times this run tanked", and then, sharply, "are you sure its
back? or has it always been like this."

It has always been like this, and the number was never measuring the daemon. The
client's wall clock starts when the verify request starts, so it includes however
long the user takes to get a finger onto the sensor. In the run that prompted the
question the slow presses spent two seconds and more watching an EMPTY sensor --
ten consecutive frames at metric 129 to 142 against a 133 idle floor -- and then
matched on the very first frame that had contact in it.

Every matched press in that run reads "press 1: 1 frames -> MATCH". Not one
needed a retry. The presses that felt instant were the ones where a finger was
already down when the request started, and the presses that felt slow were the
ones where it was not.

So the loop now times from first contact as well as from the start, and says so
in as many words. A figure that silently includes human reaction time cannot be
compared between runs, between people, or against a phone.
2026-09-05 01:16:58 +02:00
implementations Report placement time and decision time separately, because only one of them is ours 2026-09-05 01:16:58 +02:00
interfaces Hold, do not tap -- and stop spending the verdict on a frame that cannot carry it 2026-09-05 00:17:13 +02:00
packaging deploy-dev.sh: install the config that was asked for, not the one left in /tmp 2026-09-05 01:02:56 +02:00
tests UPDATE_TEMPLATE: the command stock learns with, and the field that was killing it 2026-09-03 17:45:27 +02:00
.gitignore Initial commit: the gpfile wire format, pinned by two real containers 2026-09-02 16:02:46 +02:00
LICENSE Initial commit: the gpfile wire format, pinned by two real containers 2026-09-02 16:02:46 +02:00
lint-rules.h Initial commit: the gpfile wire format, pinned by two real containers 2026-09-02 16:02:46 +02:00
project.cpp Become a daemon: a held session, a worker, and net.reactivated.Fprint 2026-09-02 22:10:51 +02:00
README.md Add fplearn.sh, because a cumulative measurement is a protocol not three commands 2026-09-03 17:46:33 +02:00

fingerprintd

Fingerprint daemon for the Fairphone 6 (milos, SM7635) on mainline Linux.

Why a daemon

The sensor is a FocalTech FT9391 on a TrustZone-owned SPI bus. spi@a88000 is disabled in both the mainline and the stock Android device tree, and the pads are XPU-protected — touching them from the normal world is an instant SError reboot. Every pixel the sensor produces stays inside the TEE: capture, preprocessing, the classifier, enrolment and matching all run in the focal64 trustlet, which reports a matched finger id and nothing else. A libfprint-style driver cannot exist on this device.

So the normal world's job is narrower than usual, and none of it is per-request work:

  • Power the sensor. Rail on gpio29, reset on gpio74, interrupt on gpio75 — the same division of labour the downstream driver uses. One sensor reset buys exactly one trustlet init, so whatever powers the sensor must also hold the session open.
  • Be QTEE's filesystem. QTEE cannot reach storage. When the trustlet saves or loads a template it calls back into the normal world through the gpfile (0x7000) and RPMB (0x2000) listeners, and expects them served. QTEE does the crypto and the anti-rollback; this side moves opaque bytes and performs the authenticated RPMB transactions against the UFS device.
  • Speak a biometrics API. The daemon owns net.reactivated.Fprint, so pam_fprintd, the Plasma fingerprint KCM and fprintd-enroll(1) work against it unmodified.

A listener registration is held for as long as the process lives and QTEE's listener table is global to the boot, so this has to be one long-lived process rather than a tool spawned per request.

Layout

interfaces/     Fingerprintd{,-Sfs}.cppm   the core: pure C++ modules
implementations/main.cpp                   the daemon shell
tests/                                     one suite per core module

fingerprintd-core is a static library with no GLib, no libqcomtee and no system headers. Everything in it is a wire format or a state machine that was recovered by reverse-engineering, so all of it is pinned by tests that run on a dev box with no phone, no TEE and no sensor. The daemon shell holds everything that touches hardware.

Build

crafter-build              # bin/fingerprintd-<target>-<march>/fingerprintd
crafter-build test         # the unit suites

Cross-compiling for the phone:

packaging/make-sysroot.sh                        # once; no root, no qemu, no device
crafter-build -- --target=aarch64-alpine-linux-musl \
  --sysroot=~/.cache/fingerprintd/sysroot-aarch64-alpine \
  --march=armv8-a --mtune=generic
crafter-build test --target=aarch64-alpine-linux-musl --sysroot=... \
  --march=armv8-a --mtune=generic                # runs the suites under qemu-aarch64

The result links dynamically against the phone's own musl and libc++ (libc++, libc++abi, libunwind, libgcc_s, all already present on pmOS). The research harness this replaces had to be built -static, but only because it was built with the host's glibc toolchain — that constraint does not apply to a real Alpine sysroot.

Verified on the device: all five suites pass cross-built and run on the phone itself, not only under emulation.

Status

It works end to end through fprintd's own clients. On the Fairphone 6, as a systemd unit owning net.reactivated.Fprint:

fprintd-enroll -f right-index-finger user   ten stages, enroll-completed
fprintd-list user                            - #0: right-index-finger
fprintd-verify user   (wrong finger)         verify-no-match, on the first press
fprintd-verify user   (enrolled finger)      verify-match,    on the first press

Nothing in fprintd was modified; the daemon speaks its interface.

module what it holds
:Sfs the gpfile frame — the read/write offset split, the O_TRUNC guard, root mapping, path-traversal rejection
:Rpmb request/reply framing, the bytes-transferred out-parameter, JEDEC result codes, chunking, the one-time-programmable key guard
:Ta command surface, the 740-byte event context, capture flags, save masks, enrol/auth payloads, the error table, the verdict rule
:Engine baseline calibration, touch edges, enrolment progress, the accounting
:Store the finger name map
:Tee QTEE service/op numbers, the listener table, the 13-byte CBOR credentials blob
:Sensor the pins, the timings, and the XPU guard

Every constant that was recovered by reverse-engineering carries where it came from, and the tests are written to fail if it is undone rather than to restate it. Several replay real captures off the phone.

Two policy decisions live in the daemon and both were forced by measurement. Verification is judged per press: any matching frame wins, only rejections is no-match — both correct presses in the acceptance run had rejected frames before the one that matched, so a first-frame rule would have failed them. And the shipped config sets max_authentication_rescan_times to 0, because at the stock budget a wrong finger never yields a terminal frame and a PAM client waits forever for the verify-no-match it needs.

Template learning. Stock rewrites the stored template on every successful press — 0x1015 UPDATE_TEMPLATE while the finger is still down, then a deferred SAVE_DATA — and the stored body measurably grows over a template's life (333278 bytes at enrolment to 371734 after one authentication session on the reference device). This daemon does the same as of 0.1.0. It matters more than any tuning knob: before it, every match rate measured against this device was measured against a day-zero template that no stock user lives with.

The harvest sends no event, so the matcher does not re-run and a verdict cannot be revised by it. A quick tap pays almost nothing, because the finger is gone by the time a verdict lands; a held press contributes the frames it was held for — which means the frames learned from are, by construction, frames from real unlock presses. The save is deferred until after the verdict reaches the client, because ~350 ms of RPMB traffic does not belong on an unlock path; stock defers it the same way. --learn=0 turns the whole thing off so the comparison can be made on one binary, which is the only way it is single-variable.

Reading the trustlet. There is no tzdbg on mainline, but focal64 writes its log into the response buffer, so --ta-log surfaces the matcher's own verdicts (auth success score, identify fail! FtVerifyByTemplate() = -2, the per-frame image quality / coverage / humidity). The log ring is ~150 lines per session and is never reset, so the config dump alone can overflow it: the shipped verbose config leaves the framework log off to reserve the ring for the algorithm. Lower levels are more verbose and 6 is off.

Known about the loop, from real use. A verify frame is four QTEE round trips (~200 ms idle); a REPORT_EVENT that runs the matcher is ~300 ms, and the rising edge pays it twice because events 5 and 7 both reach the matcher. The first frame of a press is the finger landing and usually rejects; matches land at frame 3, 5, 8 — so a quick tap is often a miss. Two attempts to fix that (drop event 5; recapture after 50 ms) went in together and produced zero matches; both are reverted and recorded. gpio75 is a ~1 ms pulse, not a level — an IRQ-driven idle needs GPIO edge events. Changes to this loop are made one variable at a time, on a measured baseline.

Not done: packaging (provides="fprintd=…" so this replaces the fprintd daemon package while fprintd-pam stays), the shipped storage policy, polkit (a caller-uid rule stands in), trustlet-side template removal (deletes drop the name only), and the kernel config change — CONFIG_QCOMTEE, which selects the SHM bridge — that gates any public image. A claim held by a client that leaves the bus is dropped.

Runtime dependencies, not carried here

The focal64 trustlet is proprietary and is not in this repo. It is extracted from the device's own stock Android partition on first boot by the fp6-vendor-blobs mechanism, the same way the audio firmware is.