diff --git a/CHANGELOG.md b/CHANGELOG.md
index 42252c1e8c..6ea127394d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,7 @@
 - Upgrade OpenTelemetry to version 1.19.0 [#3675](https://github.com/hyperledger/besu/pull/3675)
 - Implement Eth/67 sub-protocol [#4596](https://github.com/hyperledger/besu/issues/4596)
 - Backward sync log UX improvements [#4655](https://github.com/hyperledger/besu/pull/4655)
+- Enable RocksDB Bloom filters to improve read performance [#4682](https://github.com/hyperledger/besu/pull/4682)
 - Backward sync: use retry switching peer when fetching data from peers [#4656](https://github.com/hyperledger/besu/pull/4656)
 - Shanghai implementation of EIP-3651 Warm coinbase [#4620](https://github.com/hyperledger/besu/pull/4620) 
 - Shanghai implementation of EIP-3855 Push0 [#4660](https://github.com/hyperledger/besu/pull/4660)
diff --git a/plugins/rocksdb/src/main/java/org/hyperledger/besu/plugin/services/storage/rocksdb/segmented/RocksDBColumnarKeyValueStorage.java b/plugins/rocksdb/src/main/java/org/hyperledger/besu/plugin/services/storage/rocksdb/segmented/RocksDBColumnarKeyValueStorage.java
index 564a9be9eb..d4811f6278 100644
--- a/plugins/rocksdb/src/main/java/org/hyperledger/besu/plugin/services/storage/rocksdb/segmented/RocksDBColumnarKeyValueStorage.java
+++ b/plugins/rocksdb/src/main/java/org/hyperledger/besu/plugin/services/storage/rocksdb/segmented/RocksDBColumnarKeyValueStorage.java
@@ -45,6 +45,7 @@ import com.google.common.collect.ImmutableMap;
 import org.apache.commons.lang3.tuple.Pair;
 import org.apache.tuweni.bytes.Bytes;
 import org.rocksdb.BlockBasedTableConfig;
+import org.rocksdb.BloomFilter;
 import org.rocksdb.ColumnFamilyDescriptor;
 import org.rocksdb.ColumnFamilyHandle;
 import org.rocksdb.ColumnFamilyOptions;
@@ -174,10 +175,11 @@ public class RocksDBColumnarKeyValueStorage
   private BlockBasedTableConfig createBlockBasedTableConfigHighSpec() {
     final LRUCache cache = new LRUCache(ROCKSDB_BLOCKCACHE_SIZE_HIGH_SPEC);
     return new BlockBasedTableConfig()
-        .setBlockCache(cache)
         .setFormatVersion(ROCKSDB_FORMAT_VERSION)
-        .setOptimizeFiltersForMemory(true)
-        .setCacheIndexAndFilterBlocks(true)
+        .setBlockCache(cache)
+        .setFilterPolicy(new BloomFilter(10, false))
+        .setPartitionFilters(true)
+        .setCacheIndexAndFilterBlocks(false)
         .setBlockSize(ROCKSDB_BLOCK_SIZE);
   }
 
@@ -185,10 +187,11 @@ public class RocksDBColumnarKeyValueStorage
       final RocksDBConfiguration config) {
     final LRUCache cache = new LRUCache(config.getCacheCapacity());
     return new BlockBasedTableConfig()
-        .setBlockCache(cache)
         .setFormatVersion(ROCKSDB_FORMAT_VERSION)
-        .setOptimizeFiltersForMemory(true)
-        .setCacheIndexAndFilterBlocks(true)
+        .setBlockCache(cache)
+        .setFilterPolicy(new BloomFilter(10, false))
+        .setPartitionFilters(true)
+        .setCacheIndexAndFilterBlocks(false)
         .setBlockSize(ROCKSDB_BLOCK_SIZE);
   }