diff --git a/plugin/trino-base-jdbc/src/main/java/io/trino/plugin/jdbc/ColumnMapping.java b/plugin/trino-base-jdbc/src/main/java/io/trino/plugin/jdbc/ColumnMapping.java
index 7c498105885a..d7de0a54dd76 100644
--- a/plugin/trino-base-jdbc/src/main/java/io/trino/plugin/jdbc/ColumnMapping.java
+++ b/plugin/trino-base-jdbc/src/main/java/io/trino/plugin/jdbc/ColumnMapping.java
@@ -92,6 +92,15 @@ public static ColumnMapping objectMapping(
         return new ColumnMapping(trinoType, readFunction, writeFunction, predicatePushdownController);
     }
 
+    public static ColumnMapping mapping(
+            Type trinoType,
+            ReadFunction readFunction,
+            WriteFunction writeFunction,
+            PredicatePushdownController predicatePushdownController)
+    {
+        return new ColumnMapping(trinoType, readFunction, writeFunction, predicatePushdownController);
+    }
+
     private final Type type;
     private final ReadFunction readFunction;
     private final WriteFunction writeFunction;
diff --git a/plugin/trino-redshift/pom.xml b/plugin/trino-redshift/pom.xml
index 9336da7cb9ad..a4a8d639c3d5 100644
--- a/plugin/trino-redshift/pom.xml
+++ b/plugin/trino-redshift/pom.xml
@@ -21,7 +21,7 @@
         <dependency>
             <groupId>com.amazon.redshift</groupId>
             <artifactId>redshift-jdbc42</artifactId>
-            <version>2.1.0.24</version>
+            <version>2.1.0.25</version>
         </dependency>
 
         <dependency>
diff --git a/plugin/trino-singlestore/pom.xml b/plugin/trino-singlestore/pom.xml
index bbe324840b30..ff8d3a74d8eb 100644
--- a/plugin/trino-singlestore/pom.xml
+++ b/plugin/trino-singlestore/pom.xml
@@ -31,7 +31,7 @@
         <dependency>
             <groupId>com.singlestore</groupId>
             <artifactId>singlestore-jdbc-client</artifactId>
-            <version>1.2.0</version>
+            <version>1.2.1</version>
         </dependency>
 
         <dependency>
diff --git a/plugin/trino-singlestore/src/main/java/io/trino/plugin/singlestore/SingleStoreClient.java b/plugin/trino-singlestore/src/main/java/io/trino/plugin/singlestore/SingleStoreClient.java
index 2f2afd7884cb..cb780aadfc64 100644
--- a/plugin/trino-singlestore/src/main/java/io/trino/plugin/singlestore/SingleStoreClient.java
+++ b/plugin/trino-singlestore/src/main/java/io/trino/plugin/singlestore/SingleStoreClient.java
@@ -15,6 +15,7 @@
 
 import com.google.common.collect.ImmutableSet;
 import com.google.inject.Inject;
+import io.airlift.slice.Slice;
 import io.trino.plugin.base.expression.ConnectorExpressionRewriter;
 import io.trino.plugin.base.mapping.IdentifierMapping;
 import io.trino.plugin.jdbc.BaseJdbcClient;
@@ -31,6 +32,7 @@
 import io.trino.plugin.jdbc.PreparedQuery;
 import io.trino.plugin.jdbc.QueryBuilder;
 import io.trino.plugin.jdbc.RemoteTableName;
+import io.trino.plugin.jdbc.SliceReadFunction;
 import io.trino.plugin.jdbc.WriteMapping;
 import io.trino.plugin.jdbc.expression.JdbcConnectorExpressionRewriterBuilder;
 import io.trino.plugin.jdbc.expression.ParameterizedExpression;
@@ -308,7 +310,7 @@ public Optional<ColumnMapping> toColumnMapping(ConnectorSession session, Connect
                 return Optional.of(defaultCharColumnMapping(typeHandle.getRequiredColumnSize(), false));
             case Types.VARCHAR:
             case Types.LONGVARCHAR:
-                return Optional.of(defaultVarcharColumnMapping(typeHandle.getRequiredColumnSize(), false));
+                return Optional.of(checkNullUsingBytes(defaultVarcharColumnMapping(typeHandle.getRequiredColumnSize(), false)));
             case Types.DECIMAL:
                 int precision = typeHandle.getRequiredColumnSize();
                 int decimalDigits = typeHandle.getRequiredDecimalDigits();
@@ -323,7 +325,7 @@ public Optional<ColumnMapping> toColumnMapping(ConnectorSession session, Connect
             case Types.BINARY:
             case Types.VARBINARY:
             case Types.LONGVARBINARY:
-                return Optional.of(varbinaryColumnMapping());
+                return Optional.of(checkNullUsingBytes(varbinaryColumnMapping()));
             case Types.DATE:
                 return Optional.of(ColumnMapping.longMapping(
                         DATE,
@@ -347,6 +349,32 @@ public Optional<ColumnMapping> toColumnMapping(ConnectorSession session, Connect
         return Optional.empty();
     }
 
+    private static ColumnMapping checkNullUsingBytes(ColumnMapping mapping)
+    {
+        if (mapping.getReadFunction() instanceof SliceReadFunction sliceReadFunction) {
+            SliceReadFunction wrapper = new SliceReadFunction() {
+                @Override
+                public Slice readSlice(ResultSet resultSet, int columnIndex)
+                        throws SQLException
+                {
+                    return sliceReadFunction.readSlice(resultSet, columnIndex);
+                }
+
+                @Override
+                public boolean isNull(ResultSet resultSet, int columnIndex)
+                        throws SQLException
+                {
+                    // Singlestore driver 1.2.1 will throw an exception if blob backed columns are read using getObject()
+                    resultSet.getBytes(columnIndex);
+                    return resultSet.wasNull();
+                }
+            };
+
+            return ColumnMapping.mapping(mapping.getType(), wrapper, mapping.getWriteFunction(), mapping.getPredicatePushdownController());
+        }
+        return mapping;
+    }
+
     private static int getTimePrecision(int timeColumnSize)
     {
         if (timeColumnSize == ZERO_PRECISION_TIME_COLUMN_SIZE) {
diff --git a/pom.xml b/pom.xml
index 1bacdbe11f86..c95675409131 100644
--- a/pom.xml
+++ b/pom.xml
@@ -178,14 +178,14 @@
         <dep.antlr.version>4.13.1</dep.antlr.version>
         <dep.arrow.version>14.0.2</dep.arrow.version>
         <dep.avro.version>1.11.3</dep.avro.version>
-        <dep.aws-sdk.version>1.12.636</dep.aws-sdk.version>
+        <dep.aws-sdk.version>1.12.638</dep.aws-sdk.version>
         <dep.cassandra.version>4.17.0</dep.cassandra.version>
         <dep.confluent.version>7.5.1</dep.confluent.version>
         <dep.docker.images.version>87</dep.docker.images.version>
         <dep.drift.version>1.21</dep.drift.version>
         <dep.duct-tape.version>1.0.8</dep.duct-tape.version>
         <dep.errorprone.version>2.23.0</dep.errorprone.version>
-        <dep.flyway.version>10.5.0</dep.flyway.version>
+        <dep.flyway.version>10.6.0</dep.flyway.version>
         <dep.google.http.client.version>1.43.3</dep.google.http.client.version>
         <dep.iceberg.version>1.4.3</dep.iceberg.version>
         <dep.jna.version>5.14.0</dep.jna.version>
@@ -218,7 +218,7 @@
             <dependency>
                 <groupId>com.google.cloud</groupId>
                 <artifactId>libraries-bom</artifactId>
-                <version>26.29.0</version>
+                <version>26.30.0</version>
                 <type>pom</type>
                 <scope>import</scope>
             </dependency>
@@ -298,7 +298,7 @@
             <dependency>
                 <groupId>software.amazon.awssdk</groupId>
                 <artifactId>bom</artifactId>
-                <version>2.23.2</version>
+                <version>2.23.4</version>
                 <type>pom</type>
                 <scope>import</scope>
             </dependency>