diff --git a/fuzzing/search_chunks_fuzzer.py b/fuzzing/search_chunks_fuzzer.py
new file mode 100755
index 0000000000..c01cfbf7bd
--- /dev/null
+++ b/fuzzing/search_chunks_fuzzer.py
@@ -0,0 +1,64 @@
+#!/usr/bin/env python3
+import logging
+import sys
+from pathlib import Path
+
+import atheris
+import structlog
+
+
+def set_unblob_log_level(level=logging.CRITICAL):
+    logger = logging.getLogger("unblob")
+
+    def logger_factory():
+        return logger
+
+    structlog.configure(logger_factory=logger_factory)
+    logger.setLevel(level)
+
+
+def extract(inpath: Path, outpath: Path):  # noqa: ARG001
+    return
+
+
+with atheris.instrument_imports(include=["unblob"], exclude=["unblob_native"]):
+    from unblob.extractors.command import Command
+    from unblob.file_utils import File
+    from unblob.finder import search_chunks
+    from unblob.models import Task, TaskResult
+    from unblob.processing import ExtractionConfig
+
+    # NOTE: monkey patch Command extractor so we don't loose time executing subprocesses
+    Command.extract = classmethod(extract)  # type: ignore
+
+
+@atheris.instrument_func
+def test_search_chunks(data):
+    config = ExtractionConfig(
+        extract_root=Path("/dev/shm"),  # noqa: S108
+        force_extract=True,
+        entropy_depth=0,
+        entropy_plot=False,
+        skip_magic=[],
+        skip_extension=[],
+        skip_extraction=False,
+        process_num=1,
+        keep_extracted_chunks=True,
+        verbose=0,
+    )
+
+    if not len(data):
+        return
+
+    with File.from_bytes(data) as file:
+        task = Task(
+            path=Path("/dev/shm/nonexistent"), depth=0, blob_id=""  # noqa: S108
+        )
+        result = TaskResult(task)
+        search_chunks(file, len(data), config.handlers, result)
+
+
+if __name__ == "__main__":
+    set_unblob_log_level()
+    atheris.Setup(sys.argv, test_search_chunks)
+    atheris.Fuzz()
diff --git a/poetry.lock b/poetry.lock
index 4cadb92054..be01e8c0aa 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -21,6 +21,22 @@ files = [
     {file = "arpy-2.3.0.tar.gz", hash = "sha256:8302829a991cfcef2630b61e00f315db73164021cecbd7fb1fc18525f83f339c"},
 ]
 
+[[package]]
+name = "atheris"
+version = "2.3.0"
+description = "A coverage-guided fuzzer for Python and Python extensions."
+optional = false
+python-versions = "*"
+files = [
+    {file = "atheris-2.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b91cb296d60915c3efa4f6db48f09c4678b574cddb7ca98035f1cb9d9fb96f64"},
+    {file = "atheris-2.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e4e43d1ee4760916a84ff73c9c6cf9ac6eee80fc030479bbed43fe0b8e994981"},
+    {file = "atheris-2.3.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d4e83c8a518e7f7d1c82ee52453255bf6309b7b335657534e83747d4fdfa110"},
+    {file = "atheris-2.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c353952ee375bf851527e8b2ea57fdefd7ad16aadfe18143801998075485eccd"},
+    {file = "atheris-2.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9877b6c2bd5386f9fbbb2989a939c717383d9639f5476411c06fe50fe2fe09a6"},
+    {file = "atheris-2.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:005bde4b5a70e998b7fa097e9aa195972dcc2e04092156a0149cff7aa0de970e"},
+    {file = "atheris-2.3.0.tar.gz", hash = "sha256:cf1fdf5fa220a41a2f262b32363fc566549502b2cb0addf4e1baad5531c0e825"},
+]
+
 [[package]]
 name = "attrs"
 version = "23.2.0"
@@ -1442,7 +1458,6 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
-    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -1900,4 +1915,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "d16e1f61a2f49840197cc2aa4a9216941669dfa3e68801982026c08a12b10caa"
+content-hash = "2cd4e7dbae462e2de26da10470c99d4393793d4c24e8f527504f1aeafc995e6c"
diff --git a/pyproject.toml b/pyproject.toml
index d0412f7dc1..21cdb2254e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,6 +41,7 @@ pre-commit = "^3.5.0"
 pytest-cov = "^3.0.0"
 ruff = "^0.1.13"
 pyyaml = "^6.0.1"
+atheris = { version = "^2.3.0", python = "<3.12" }
 
 [tool.poetry.group.docs]
 optional = true