diff --git a/blockchain_integration/pi_network/pinnacle/requirements.txt b/blockchain_integration/pi_network/pinnacle/requirements.txt
index 1f397a330..706fd8e98 100644
--- a/blockchain_integration/pi_network/pinnacle/requirements.txt
+++ b/blockchain_integration/pi_network/pinnacle/requirements.txt
@@ -3,7 +3,7 @@ web3==5.23.1
 eth-sig-util==1.3.2
 py-solc-x==1.3.3
 scikit-learn==1.0.2
-tensorflow==2.6.0
+tensorflow==2.12.1
 numpy==1.21.2
 pandas==1.3.5
 matplotlib==3.5.1
diff --git a/blockchain_integration/pi_network/pinnacle/setup.py b/blockchain_integration/pi_network/pinnacle/setup.py
index edcbf6bac..ae3cdff0e 100644
--- a/blockchain_integration/pi_network/pinnacle/setup.py
+++ b/blockchain_integration/pi_network/pinnacle/setup.py
@@ -14,7 +14,7 @@
     "eth-sig-util==1.3.2",
     "py-solc-x==1.3.3",
     "scikit-learn==1.0.2",
-    "tensorflow==2.6.0",
+    "tensorflow==2.12.1",
     "numpy==1.21.2",
     "pandas==1.3.5",
     "matplotlib==3.5.1",