--- a/src/zeroconf/_protocol/incoming.py
+++ b/src/zeroconf/_protocol/incoming.py
@@ -37,7 +37,7 @@
     DNSText,
 )
 from .._exceptions import IncomingDecodeError
-from .._logger import log
+from .._logger import _mark_seen, log
 from .._utils.time import current_time_millis
 from ..const import (
     _FLAGS_QR_MASK,
@@ -63,7 +63,7 @@
 DECODE_EXCEPTIONS = (IndexError, struct.error, IncomingDecodeError, RecursionError)
 
 
-_seen_logs: dict[str, int | tuple] = {}
+_seen_logs: dict[str, None] = {}
 _str = str
 _int = int
 
@@ -182,13 +182,7 @@
 
     @classmethod
     def _log_exception_debug(cls, *logger_data: Any) -> None:
-        log_exc_info = False
-        exc_info = sys.exc_info()
-        exc_str = str(exc_info[1])
-        if exc_str not in _seen_logs:
-            # log the trace only on the first time
-            _seen_logs[exc_str] = exc_info
-            log_exc_info = True
+        log_exc_info = _mark_seen(_seen_logs, str(sys.exc_info()[1]))
         log.debug(*(logger_data or ["Exception occurred"]), exc_info=log_exc_info)
 
     def answers(self) -> list[DNSRecord]:
--- a/src/zeroconf/_logger.py
+++ b/src/zeroconf/_logger.py
@@ -25,7 +25,7 @@
 
 import logging
 import sys
-from typing import Any, ClassVar, cast
+from typing import Any
 
 log = logging.getLogger(__name__.split(".", maxsplit=1)[0])
 log.addHandler(logging.NullHandler())
@@ -39,50 +39,73 @@
 set_logger_level_if_unset()
 
 
-class QuietLogger:
-    _seen_logs: ClassVar[dict[str, int | tuple]] = {}
+_MAX_SEEN_LOGS = 512
+_seen_logs: dict[str, None] = {}
+
+
+def _evict_oldest(seen: dict[str, None]) -> bool:
+    """Pop the oldest entry from ``seen``; return False if it raced.
 
+    Individual dict ops (``pop`` with a default, ``next``) are atomic
+    on the free-threaded build, but the compound ``iter`` → ``next``
+    used to pick the FIFO victim can raise ``RuntimeError`` if
+    another thread mutates the dict between the two ops. The caller
+    breaks its drain loop on False so concurrent mutation can't make
+    it spin.
+    """
+    try:
+        seen.pop(next(iter(seen)), None)
+    except (RuntimeError, StopIteration):
+        return False
+    return True
+
+
+def _mark_seen(seen: dict[str, None], key: str) -> bool:
+    """Record ``key`` in ``seen`` and return True if it was newly added.
+
+    Bounds the dict so callers passing attacker-influenced keys (peer
+    addresses, packet offsets) cannot grow it without bound. Evicts
+    the oldest entries on overflow (dict preserves insertion order on
+    Python 3.7+), so ``_MAX_SEEN_LOGS`` is a recency window.
+
+    The dict is shared across all ``Zeroconf`` instances in the
+    process; on the free-threaded build (3.14t) and under multi-
+    instance sync use, callers can race the ``len < cap`` check and
+    both insert, leaving the dict transiently above the cap. The
+    drain loop runs on every call (steady-state-at-cap hits are a
+    single ``len`` + compare past the membership check because the
+    helper short-circuits) so a contention burst is corrected by the
+    next caller regardless of whether it's a hit or a miss.
+    """
+    inserting = key not in seen
+    # Hit (``inserting`` is False): drain only if drifted above cap.
+    # Miss (``inserting`` is True): drain to ``cap - 1`` to make room
+    # for the new key. Bool subtracts as 0/1 to pick the right limit.
+    while len(seen) > _MAX_SEEN_LOGS - inserting and _evict_oldest(seen):
+        pass
+    if inserting:
+        seen[key] = None
+    return inserting
+
+
+class QuietLogger:
     @classmethod
     def log_exception_warning(cls, *logger_data: Any) -> None:
-        exc_info = sys.exc_info()
-        exc_str = str(exc_info[1])
-        if exc_str not in cls._seen_logs:
-            # log at warning level the first time this is seen
-            cls._seen_logs[exc_str] = exc_info
-            logger = log.warning
-        else:
-            logger = log.debug
+        first_time = _mark_seen(_seen_logs, str(sys.exc_info()[1]))
+        logger = log.warning if first_time else log.debug
         logger(*(logger_data or ["Exception occurred"]), exc_info=True)
 
     @classmethod
     def log_exception_debug(cls, *logger_data: Any) -> None:
-        log_exc_info = False
-        exc_info = sys.exc_info()
-        exc_str = str(exc_info[1])
-        if exc_str not in cls._seen_logs:
-            # log the trace only on the first time
-            cls._seen_logs[exc_str] = exc_info
-            log_exc_info = True
-        log.debug(*(logger_data or ["Exception occurred"]), exc_info=log_exc_info)
+        first_time = _mark_seen(_seen_logs, str(sys.exc_info()[1]))
+        log.debug(*(logger_data or ["Exception occurred"]), exc_info=first_time)
 
     @classmethod
     def log_warning_once(cls, *args: Any) -> None:
-        msg_str = args[0]
-        if msg_str not in cls._seen_logs:
-            cls._seen_logs[msg_str] = 0
-            logger = log.warning
-        else:
-            logger = log.debug
-        cls._seen_logs[msg_str] = cast(int, cls._seen_logs[msg_str]) + 1
+        logger = log.warning if _mark_seen(_seen_logs, args[0]) else log.debug
         logger(*args)
 
     @classmethod
     def log_exception_once(cls, exc: Exception, *args: Any) -> None:
-        msg_str = args[0]
-        if msg_str not in cls._seen_logs:
-            cls._seen_logs[msg_str] = 0
-            logger = log.warning
-        else:
-            logger = log.debug
-        cls._seen_logs[msg_str] = cast(int, cls._seen_logs[msg_str]) + 1
+        logger = log.warning if _mark_seen(_seen_logs, args[0]) else log.debug
         logger(*args, exc_info=exc)
--- /dev/null
+++ b/tests/benchmarks/test_mark_seen.py
@@ -0,0 +1,39 @@
+"""Benchmark for _logger._mark_seen."""
+
+from __future__ import annotations
+
+from pytest_codspeed import BenchmarkFixture
+
+from zeroconf._logger import _MAX_SEEN_LOGS, _mark_seen
+
+
+def test_mark_seen_hit(benchmark: BenchmarkFixture) -> None:
+    """Benchmark the cache-hit path (same key repeated)."""
+    seen: dict[str, None] = {"warm": None}
+
+    @benchmark
+    def _hit() -> None:
+        for _ in range(1000):
+            _mark_seen(seen, "warm")
+
+
+def test_mark_seen_fill(benchmark: BenchmarkFixture) -> None:
+    """Benchmark filling from empty up to the cap (no evictions)."""
+    keys = [f"key-{i}" for i in range(_MAX_SEEN_LOGS)]
+
+    @benchmark
+    def _fill() -> None:
+        seen: dict[str, None] = {}
+        for k in keys:
+            _mark_seen(seen, k)
+
+
+def test_mark_seen_churn(benchmark: BenchmarkFixture) -> None:
+    """Benchmark sustained eviction (every call past the cap drops oldest)."""
+    keys = [f"churn-{i}" for i in range(_MAX_SEEN_LOGS * 4)]
+
+    @benchmark
+    def _churn() -> None:
+        seen: dict[str, None] = {}
+        for k in keys:
+            _mark_seen(seen, k)
--- a/tests/test_logger.py
+++ b/tests/test_logger.py
@@ -5,7 +5,8 @@
 import logging
 from unittest.mock import call, patch
 
-from zeroconf._logger import QuietLogger, set_logger_level_if_unset
+from zeroconf import _logger
+from zeroconf._logger import _MAX_SEEN_LOGS, QuietLogger, _mark_seen, set_logger_level_if_unset
 
 
 def test_loading_logger():
@@ -25,7 +26,7 @@
 
 def test_log_warning_once():
     """Test we only log with warning level once."""
-    QuietLogger._seen_logs = {}
+    _logger._seen_logs.clear()
     quiet_logger = QuietLogger()
     with (
         patch("zeroconf._logger.log.warning") as mock_log_warning,
@@ -48,7 +49,7 @@
 
 def test_log_exception_warning():
     """Test we only log with warning level once."""
-    QuietLogger._seen_logs = {}
+    _logger._seen_logs.clear()
     quiet_logger = QuietLogger()
     with (
         patch("zeroconf._logger.log.warning") as mock_log_warning,
@@ -71,7 +72,7 @@
 
 def test_llog_exception_debug():
     """Test we only log with a trace once."""
-    QuietLogger._seen_logs = {}
+    _logger._seen_logs.clear()
     quiet_logger = QuietLogger()
     with patch("zeroconf._logger.log.debug") as mock_log_debug:
         quiet_logger.log_exception_debug("the exception")
@@ -84,9 +85,82 @@
     assert mock_log_debug.mock_calls == [call("the exception", exc_info=False)]
 
 
+def test_mark_seen_absorbs_runtime_error_during_eviction() -> None:
+    """Concurrent mutation can make ``iter(seen)`` raise ``RuntimeError``.
+    Free-threaded (3.14t) and multi-instance sync callers share
+    ``_seen_logs``; if another thread mutates it between ``iter()``
+    and ``next()`` the iterator raises ``RuntimeError``.
+    ``_mark_seen`` must absorb that and still insert the new key.
+    """
+
+    class RacyDict(dict[str, None]):
+        def __iter__(self):  # type: ignore[override]
+            raise RuntimeError("dictionary changed size during iteration")
+
+    seen: dict[str, None] = RacyDict()
+    for i in range(_MAX_SEEN_LOGS):
+        seen[f"k-{i}"] = None
+    assert _mark_seen(seen, "new-key") is True
+    assert "new-key" in seen
+
+
+def test_mark_seen_drains_drift_above_cap() -> None:
+    """``_mark_seen`` drains a drifted-over-cap dict back to the cap.
+    Concurrent inserts on the free-threaded build can leave the dict
+    transiently above ``_MAX_SEEN_LOGS`` (e.g. two threads both passed
+    the ``len < cap`` check and both inserted). The next non-racing
+    call must drain the accumulated overshoot, not just evict one
+    entry — otherwise the cap silently inflates with thread count.
+    """
+    seen: dict[str, None] = {}
+    drift = 10
+    for i in range(_MAX_SEEN_LOGS + drift):
+        seen[f"k-{i}"] = None
+    assert len(seen) == _MAX_SEEN_LOGS + drift
+    assert _mark_seen(seen, "new-key") is True
+    assert len(seen) == _MAX_SEEN_LOGS
+    assert "new-key" in seen
+    for i in range(drift + 1):
+        assert f"k-{i}" not in seen
+
+
+def test_mark_seen_drains_drift_on_hit_path() -> None:
+    """``_mark_seen`` drains drift even when ``key`` is already cached.
+    A hit-heavy workload after a contention burst (e.g. the same
+    exception text deduplicated repeatedly) must still correct the
+    overshoot — otherwise the dict can sit permanently above the cap
+    until a miss happens to come along.
+    """
+    seen: dict[str, None] = {}
+    drift = 10
+    for i in range(_MAX_SEEN_LOGS + drift):
+        seen[f"k-{i}"] = None
+    # Hit on a non-oldest key — survives the drift drain.
+    hit_key = f"k-{_MAX_SEEN_LOGS}"
+    assert _mark_seen(seen, hit_key) is False
+    assert len(seen) == _MAX_SEEN_LOGS
+    assert hit_key in seen
+    for i in range(drift):
+        assert f"k-{i}" not in seen
+
+
+def test_seen_logs_is_bounded() -> None:
+    """``_seen_logs`` stays at the cap and evicts oldest-first (FIFO)."""
+    _logger._seen_logs.clear()
+    overflow = 5
+    with patch("zeroconf._logger.log.warning"), patch("zeroconf._logger.log.debug"):
+        for i in range(_MAX_SEEN_LOGS + overflow):
+            QuietLogger.log_warning_once(f"warning-{i}")
+    assert len(_logger._seen_logs) == _MAX_SEEN_LOGS
+    for i in range(overflow):
+        assert f"warning-{i}" not in _logger._seen_logs
+    for i in range(_MAX_SEEN_LOGS, _MAX_SEEN_LOGS + overflow):
+        assert f"warning-{i}" in _logger._seen_logs
+
+
 def test_log_exception_once():
     """Test we only log with warning level once."""
-    QuietLogger._seen_logs = {}
+    _logger._seen_logs.clear()
     quiet_logger = QuietLogger()
     exc = Exception()
     with (
--- a/tests/test_protocol.py
+++ b/tests/test_protocol.py
@@ -14,6 +14,8 @@
 
 import zeroconf as r
 from zeroconf import DNSHinfo, DNSIncoming, DNSText, const, current_time_millis
+from zeroconf._logger import _MAX_SEEN_LOGS
+from zeroconf._protocol import incoming as _incoming_module
 
 from . import has_working_ipv6
 
@@ -962,6 +964,38 @@
     assert "Received invalid packet from ('1.2.3.4', 5353)" in caplog.text
 
 
+def test_seen_logs_is_bounded():
+    """Corrupt packets from varying peers fill ``_seen_logs`` exactly to the cap."""
+    packet = (
+        b"\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x06domain\x05local\x00\x00\x01"
+        b"\x80\x01\x00\x00\x00\x01\x00\x04\xc0\xa8\xd0\x05-\x0c\x00\x01\x80\x01\x00\x00"
+        b"\x00\x01\x00\x04\xc0\xa8\xd0\x06"
+    )
+    overflow = 5
+    _incoming_module._seen_logs.clear()
+    # Snapshot the actual key the parser inserted per port. This is whatever
+    # ``str(exc_info()[1])`` produces today — the test stays agnostic to the
+    # exception text format so a future normalization of the message (see
+    # the discussion on #1714) doesn't break the assertions, while still
+    # pinning that the parser exception path actually entered the dict.
+    keys_per_port: list[str] = []
+    for port in range(_MAX_SEEN_LOGS + overflow):
+        r.DNSIncoming(packet, ("1.2.3.4", port))
+        keys_per_port.append(next(reversed(_incoming_module._seen_logs)))
+    # Bound is hit exactly.
+    assert len(_incoming_module._seen_logs) == _MAX_SEEN_LOGS
+    # Each port produced a distinct dedup key — a regression that dropped
+    # the per-packet-varying component (e.g. self.source) from the exception
+    # text would collapse all 517 calls to one key and fail this.
+    assert len(set(keys_per_port)) == _MAX_SEEN_LOGS + overflow
+    # FIFO eviction by key identity (no substring matching on the message
+    # format): the earliest ports' keys are gone, the latest ports' remain.
+    for port in range(overflow):
+        assert keys_per_port[port] not in _incoming_module._seen_logs
+    for port in range(_MAX_SEEN_LOGS, _MAX_SEEN_LOGS + overflow):
+        assert keys_per_port[port] in _incoming_module._seen_logs
+
+
 def test_label_length_attack():
     """Test our wire parser does not loop forever when the name exceeds 253 chars."""
     packet = (