diff --git a/sdks/python/apache_beam/testing/benchmarks/chicago_taxi/requirements.txt b/sdks/python/apache_beam/testing/benchmarks/chicago_taxi/requirements.txt
index 20bef12d0295..64d3782395d8 100644
--- a/sdks/python/apache_beam/testing/benchmarks/chicago_taxi/requirements.txt
+++ b/sdks/python/apache_beam/testing/benchmarks/chicago_taxi/requirements.txt
@@ -16,9 +16,15 @@
 
 jupyter>=1.0,<2
 notebook>=5.7.8,<5.8
-tensorflow==1.14.0
+tensorflow==2.11.1
 tensorflow-data-validation>=0.13.1,<0.14
 tensorflow-metadata>=0.13.0,<0.14
 tensorflow-model-analysis>=0.13.2,<0.14
 tensorflow-serving-api>=1.13.0,<1.14
 tensorflow-transform>=0.13.0,<0.14
+ipython>=8.10.0 # not directly required, pinned by Snyk to avoid a vulnerability
+joblib>=1.1.1 # not directly required, pinned by Snyk to avoid a vulnerability
+numpy>=1.22.2 # not directly required, pinned by Snyk to avoid a vulnerability
+scipy>=1.10.0rc1 # not directly required, pinned by Snyk to avoid a vulnerability
+tornado>=6.3.2 # not directly required, pinned by Snyk to avoid a vulnerability
+wheel>=0.38.0 # not directly required, pinned by Snyk to avoid a vulnerability