diff --git a/presto-cache/src/main/java/com/facebook/presto/cache/alluxio/AlluxioCachingFileSystem.java b/presto-cache/src/main/java/com/facebook/presto/cache/alluxio/AlluxioCachingFileSystem.java
index 54c4627187f7..87656ec782df 100644
--- a/presto-cache/src/main/java/com/facebook/presto/cache/alluxio/AlluxioCachingFileSystem.java
+++ b/presto-cache/src/main/java/com/facebook/presto/cache/alluxio/AlluxioCachingFileSystem.java
@@ -29,7 +29,7 @@
 
 import static alluxio.conf.PropertyKey.USER_CLIENT_CACHE_QUOTA_ENABLED;
 import static com.google.common.base.Preconditions.checkState;
-import static com.google.common.hash.Hashing.md5;
+import static com.google.common.hash.Hashing.sha256;
 import static java.nio.charset.StandardCharsets.UTF_8;
 
 public class AlluxioCachingFileSystem
@@ -81,16 +81,16 @@ public FSDataInputStream openFile(Path path, HiveFileContext hiveFileContext)
         // Using Alluxio caching requires knowing file size for now
         if (hiveFileContext.isCacheable() && hiveFileContext.getFileSize().isPresent()) {
             // FilePath is a unique identifier for a file, however it can be a long string
-            // hence using md5 hash of the file path as the identifier in the cache.
+            // hence using sha256 hash of the file path as the identifier in the cache.
             // We don't set fileId because fileId is Alluxio specific
             FileInfo info = new FileInfo()
                     .setLastModificationTimeMs(hiveFileContext.getModificationTime())
                     .setPath(path.toString())
                     .setFolder(false)
                     .setLength(hiveFileContext.getFileSize().getAsLong());
-            String cacheIdentifier = md5().hashString(path.toString(), UTF_8).toString();
+            String cacheIdentifier = sha256().hashString(path.toString(), UTF_8).toString();
             if (lastModifiedTimeCheckEnabled) {
-                cacheIdentifier = md5().hashString(cacheIdentifier + hiveFileContext.getModificationTime(), UTF_8).toString();
+                cacheIdentifier = sha256().hashString(cacheIdentifier + hiveFileContext.getModificationTime(), UTF_8).toString();
             }
             // CacheContext is the mechanism to pass the cache related context to the source filesystem
             CacheContext cacheContext = PrestoCacheContext.build(cacheIdentifier, hiveFileContext, cacheQuotaEnabled);
diff --git a/presto-hdfs-core/src/main/java/com/facebook/presto/hive/CacheQuota.java b/presto-hdfs-core/src/main/java/com/facebook/presto/hive/CacheQuota.java
index 45338a390029..f7d26cdba182 100644
--- a/presto-hdfs-core/src/main/java/com/facebook/presto/hive/CacheQuota.java
+++ b/presto-hdfs-core/src/main/java/com/facebook/presto/hive/CacheQuota.java
@@ -18,7 +18,7 @@
 import java.util.Objects;
 import java.util.Optional;
 
-import static com.google.common.hash.Hashing.md5;
+import static com.google.common.hash.Hashing.sha256;
 import static java.nio.charset.StandardCharsets.UTF_8;
 import static java.util.Objects.requireNonNull;
 
@@ -33,7 +33,7 @@ public class CacheQuota
     public CacheQuota(String identity, Optional<DataSize> quota)
     {
         this.identity = requireNonNull(identity, "identity is null");
-        this.identifier = md5().hashString(identity, UTF_8).asLong();
+        this.identifier = sha256().hashString(identity, UTF_8).asLong();
         this.quota = requireNonNull(quota, "quota is null");
     }
 
diff --git a/presto-main/src/main/java/com/facebook/presto/operator/scalar/RowToRowCast.java b/presto-main/src/main/java/com/facebook/presto/operator/scalar/RowToRowCast.java
index dd5f3d581134..4dcb404f5342 100644
--- a/presto-main/src/main/java/com/facebook/presto/operator/scalar/RowToRowCast.java
+++ b/presto-main/src/main/java/com/facebook/presto/operator/scalar/RowToRowCast.java
@@ -100,13 +100,13 @@ private static Class<?> generateRowCast(Type fromType, Type toType, FunctionAndT
 
         CallSiteBinder binder = new CallSiteBinder();
 
-        // Embed the MD5 hash code of input and output types into the generated class name instead of the raw type names,
+        // Embed the SHA256 hash code of input and output types into the generated class name instead of the raw type names,
         // which could prevent the class name from hitting the length limitation and invalid characters.
-        byte[] md5Suffix = Hashing.md5().hashBytes((fromType + "$" + toType).getBytes()).asBytes();
+        byte[] sha256Suffix = Hashing.sha256().hashBytes((fromType + "$" + toType).getBytes()).asBytes();
 
         ClassDefinition definition = new ClassDefinition(
                 a(PUBLIC, FINAL),
-                makeClassName(Joiner.on("$").join("RowCast", BaseEncoding.base16().encode(md5Suffix))),
+                makeClassName(Joiner.on("$").join("RowCast", BaseEncoding.base16().encode(sha256Suffix))),
                 type(Object.class));
 
         Parameter properties = arg("properties", SqlFunctionProperties.class);