diff --git a/sdk/storage/inc/common/constants.hpp b/sdk/storage/inc/common/constants.hpp
index 648f11a66..b49d65dd5 100644
--- a/sdk/storage/inc/common/constants.hpp
+++ b/sdk/storage/inc/common/constants.hpp
@@ -18,4 +18,6 @@ namespace Azure { namespace Storage { namespace Details {
   constexpr static const char* c_HttpHeaderClientRequestId = "x-ms-client-request-id";
   constexpr static const char* c_HttpHeaderContentType = "content-type";
   constexpr static const char* c_defaultSasVersion = "2019-12-12";
+
+  constexpr int c_reliableStreamRetryCount = 3;
 }}} // namespace Azure::Storage::Details
diff --git a/sdk/storage/inc/common/reliable_stream.hpp b/sdk/storage/inc/common/reliable_stream.hpp
index 87fc6bb17..e8d24796a 100644
--- a/sdk/storage/inc/common/reliable_stream.hpp
+++ b/sdk/storage/inc/common/reliable_stream.hpp
@@ -26,8 +26,6 @@ namespace Azure { namespace Storage {
   {
     // configures the maximun retries to be done.
     int64_t MaxRetryRequests;
-    // Use for testing purposes only.
-    bool DoInjectError;
   };
 
   /**
diff --git a/sdk/storage/src/blobs/blob_client.cpp b/sdk/storage/src/blobs/blob_client.cpp
index 914b63988..de028997c 100644
--- a/sdk/storage/src/blobs/blob_client.cpp
+++ b/sdk/storage/src/blobs/blob_client.cpp
@@ -10,6 +10,7 @@
 #include "common/concurrent_transfer.hpp"
 #include "common/constants.hpp"
 #include "common/file_io.hpp"
+#include "common/reliable_stream.hpp"
 #include "common/shared_key_policy.hpp"
 #include "common/storage_common.hpp"
 #include "common/storage_version.hpp"
@@ -170,8 +171,40 @@ namespace Azure { namespace Storage { namespace Blobs {
     protocolLayerOptions.IfMatch = options.AccessConditions.IfMatch;
     protocolLayerOptions.IfNoneMatch = options.AccessConditions.IfNoneMatch;
 
-    return BlobRestClient::Blob::Download(
+    auto downloadResponse = BlobRestClient::Blob::Download(
         options.Context, *m_pipeline, m_blobUrl.ToString(), protocolLayerOptions);
+
+    {
+      // In case network failure during reading the body
+      std::string eTag = downloadResponse->ETag;
+
+      auto retryFunction
+          = [this, options, eTag](
+                const Azure::Core::Context& context,
+                const HTTPGetterInfo& retryInfo) -> std::unique_ptr<Azure::Core::Http::BodyStream> {
+        unused(context);
+
+        DownloadBlobOptions newOptions = options;
+        newOptions.Offset
+            = (options.Offset.HasValue() ? options.Offset.GetValue() : 0) + retryInfo.Offset;
+        newOptions.Length = options.Length;
+        if (newOptions.Length.HasValue())
+        {
+          newOptions.Length = options.Length.GetValue() - retryInfo.Offset;
+        }
+        if (!newOptions.AccessConditions.IfMatch.HasValue())
+        {
+          newOptions.AccessConditions.IfMatch = eTag;
+        }
+        return std::move(Download(newOptions)->BodyStream);
+      };
+
+      ReliableStreamOptions reliableStreamOptions;
+      reliableStreamOptions.MaxRetryRequests = Details::c_reliableStreamRetryCount;
+      downloadResponse->BodyStream = std::make_unique<ReliableStream>(
+          std::move(downloadResponse->BodyStream), reliableStreamOptions, retryFunction);
+    }
+    return downloadResponse;
   }
 
   Azure::Core::Response<BlobDownloadInfo> BlobClient::DownloadToBuffer(
diff --git a/sdk/storage/src/common/reliable_stream.cpp b/sdk/storage/src/common/reliable_stream.cpp
index fee932663..6200ee875 100644
--- a/sdk/storage/src/common/reliable_stream.cpp
+++ b/sdk/storage/src/common/reliable_stream.cpp
@@ -11,11 +11,6 @@ namespace Azure { namespace Storage {
 
   int64_t ReliableStream::Read(Context const& context, uint8_t* buffer, int64_t count)
   {
-    if (this->m_options.DoInjectError)
-    {
-      throw std::runtime_error("Injected error");
-    }
-
     for (int64_t intent = 1;; intent++)
     {
       // check if we need to get inner stream