diff --git a/PROJECTS/advanced/ai-threat-detection/backend/pyproject.toml b/PROJECTS/advanced/ai-threat-detection/backend/pyproject.toml
index f3135e89..ffde7e97 100644
--- a/PROJECTS/advanced/ai-threat-detection/backend/pyproject.toml
+++ b/PROJECTS/advanced/ai-threat-detection/backend/pyproject.toml
@@ -60,7 +60,7 @@ ml = [
     "scikit-learn>=1.8.0",
     "onnxruntime>=1.24.1",
     "skl2onnx>=1.20.0",
-    "mlflow>=3.11.1",
+    "mlflow>=3.13.0rc0",
     "numpy>=2.4.2",
     "pandas>=2.2.0,<3",
     "imbalanced-learn>=0.14.1",
diff --git a/PROJECTS/advanced/ai-threat-detection/backend/uv.lock b/PROJECTS/advanced/ai-threat-detection/backend/uv.lock
index ed96bcc6..7f86bae8 100644
--- a/PROJECTS/advanced/ai-threat-detection/backend/uv.lock
+++ b/PROJECTS/advanced/ai-threat-detection/backend/uv.lock
@@ -165,7 +165,7 @@ requires-dist = [
     { name = "geoip2", specifier = ">=5.2.0" },
     { name = "httpx", specifier = ">=0.28.1" },
     { name = "imbalanced-learn", marker = "extra == 'ml'", specifier = ">=0.14.1" },
-    { name = "mlflow", marker = "extra == 'ml'", specifier = ">=3.11.1" },
+    { name = "mlflow", marker = "extra == 'ml'", specifier = ">=3.13.0rc0" },
     { name = "mypy", marker = "extra == 'dev'", specifier = ">=1.19.1" },
     { name = "numpy", marker = "extra == 'ml'", specifier = ">=2.4.2" },
     { name = "onnxruntime", marker = "extra == 'ml'", specifier = ">=1.24.1" },
@@ -1300,7 +1300,7 @@ wheels = [
 
 [[package]]
 name = "mlflow"
-version = "3.11.1"
+version = "3.13.0rc0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohttp" },
@@ -1324,14 +1324,14 @@ dependencies = [
     { name = "sqlalchemy" },
     { name = "waitress", marker = "sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e9/34/e328c073cd32c186fb242a957e5bade82433c06bc45b7d1695bf4d02f166/mlflow-3.11.1.tar.gz", hash = "sha256:84e54c4be91b5b2a19039a2673fe688b1d7307ceddacc08af51f8df05b19ee56", size = 9797469, upload-time = "2026-04-07T14:26:58.463Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/fb/9c/fd3070f5d36e9a057ecde276debc0bdf83d1445f2e7bc8b88880e4088ff0/mlflow-3.13.0rc0.tar.gz", hash = "sha256:0ce384591c09f7f31647f87e49d2a06f47c5e331fd14acd6eea794d0bb1f19bf", size = 10084518, upload-time = "2026-05-22T03:11:25.338Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2a/62/96826c340354638dfedcbdbcd35d67754566bd45f6592300e0c215c80e30/mlflow-3.11.1-py3-none-any.whl", hash = "sha256:8f6bf1238ac04f97664c229dd480380c5c254a78bdb3c0e433e3a0397508b1af", size = 10479141, upload-time = "2026-04-07T14:26:55.709Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/3e/29808418a9210e2de8ec44c6bea2582e649a2d21c42545fab82509050fa4/mlflow-3.13.0rc0-py3-none-any.whl", hash = "sha256:db3352a612ac396ef704df834bf74cface0b37ef28e5ec92ec7d15b305047815", size = 10784973, upload-time = "2026-05-22T03:11:22.668Z" },
 ]
 
 [[package]]
 name = "mlflow-skinny"
-version = "3.11.1"
+version = "3.13.0rc0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cachetools" },
@@ -1351,17 +1351,18 @@ dependencies = [
     { name = "pyyaml" },
     { name = "requests" },
     { name = "sqlparse" },
+    { name = "starlette" },
     { name = "typing-extensions" },
     { name = "uvicorn" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/40/77/fe2027ddad9e52ed1ac360fbc262169e6366f6678632e350cbd0d901bb9b/mlflow_skinny-3.11.1.tar.gz", hash = "sha256:86ce63491349f6713afc8a4ef0bf77a8314d0e79e03753cb150d6c860a0b0475", size = 2642799, upload-time = "2026-04-07T14:26:43.818Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/01/94/e3d9265a58b113d91f8430172b7b7ce34eccf7ac865596e98dea829efa06/mlflow_skinny-3.13.0rc0.tar.gz", hash = "sha256:9d05327c4ba10374f9d9191a7e75e4d2e8c69f7fb7f737bfdf7bb0191b2b3007", size = 2808430, upload-time = "2026-05-22T03:04:41.555Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d1/a7/e61ec397b34dc3c9e91572f45e41617f429d5c524d38a4e1aa2316ee1b5e/mlflow_skinny-3.11.1-py3-none-any.whl", hash = "sha256:82ffd5f6980320b4ac19f741e7a754faa1d01707e632b002ea68e04fd25a0535", size = 3171551, upload-time = "2026-04-07T14:26:41.762Z" },
+    { url = "https://files.pythonhosted.org/packages/08/f5/e84b785cc961e82029562dabbf7741910cda5030ba34efbcd682af3d41d5/mlflow_skinny-3.13.0rc0-py3-none-any.whl", hash = "sha256:b2a25b4b7ae32880c8798cd7cf107825f383b963f05a7e9d230d80cf559c9ffc", size = 3358968, upload-time = "2026-05-22T03:04:38.945Z" },
 ]
 
 [[package]]
 name = "mlflow-tracing"
-version = "3.11.1"
+version = "3.13.0rc0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cachetools" },
@@ -1373,9 +1374,9 @@ dependencies = [
     { name = "protobuf" },
     { name = "pydantic" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/1b/77/73af163432f3c66e2d213045250972e504a6683c76f63dd1abfba441a16a/mlflow_tracing-3.11.1.tar.gz", hash = "sha256:cb63cee16385d081467ec5bee4807fe1af59ddfdf04be4c79e7a7813b1002193", size = 1314550, upload-time = "2026-04-07T14:26:32.785Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/44/1a/1b869f0ccb3ee018b42d591ac6a952b794827f359884f5b1c88b89ea78fc/mlflow_tracing-3.13.0rc0.tar.gz", hash = "sha256:5ad3ee3f3e255591c5492561094ed2fb9a4e506142d184695bc51a13c1a55452", size = 1392089, upload-time = "2026-05-22T03:04:38.674Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/62/ab/d980c84e7df4224ab8db2457afbe135b430f371ca081a37cf89f8ef18ca1/mlflow_tracing-3.11.1-py3-none-any.whl", hash = "sha256:fa82df64dacf8293b714ae666440fe7c1902c6470c024df389bb91e9de3106d9", size = 1575790, upload-time = "2026-04-07T14:26:30.804Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/0d/5b755a321c1d2428f67076b9d3be40c80d49d6abef2baef1acdbb4de004c/mlflow_tracing-3.13.0rc0-py3-none-any.whl", hash = "sha256:8c775f8c7b269740904abae0b657fc517ad82666e5ba3b35938903476e830453", size = 1662916, upload-time = "2026-05-22T03:04:36.182Z" },
 ]
 
 [[package]]