diff --git a/src/main/java/run/halo/app/handler/file/QiniuOssFileHandler.java b/src/main/java/run/halo/app/handler/file/QiniuOssFileHandler.java
index 6e890b9c5d..32f4656641 100644
--- a/src/main/java/run/halo/app/handler/file/QiniuOssFileHandler.java
+++ b/src/main/java/run/halo/app/handler/file/QiniuOssFileHandler.java
@@ -190,7 +190,9 @@ public void delete(String key) {
             }
         } catch (QiniuException e) {
             log.error("Qiniu oss error response: [{}]", e.response);
-            throw new FileOperationException("附件 " + key + " 从七牛云删除失败", e);
+            if (e.response.statusCode != 612) {
+                throw new FileOperationException("附件 " + key + " 从七牛云删除失败", e);
+            }
         }
     }
 
diff --git a/src/main/java/run/halo/app/handler/file/UpOssFileHandler.java b/src/main/java/run/halo/app/handler/file/UpOssFileHandler.java
index 322b446e99..f07453de65 100644
--- a/src/main/java/run/halo/app/handler/file/UpOssFileHandler.java
+++ b/src/main/java/run/halo/app/handler/file/UpOssFileHandler.java
@@ -21,6 +21,7 @@
 import run.halo.app.repository.AttachmentRepository;
 import run.halo.app.service.OptionService;
 import run.halo.app.utils.ImageUtils;
+import run.halo.app.utils.JsonUtils;
 
 /**
  * Up oss file handler.
@@ -137,7 +138,9 @@ public void delete(String key) {
 
         try {
             Response result = manager.deleteFile(key, null);
-            if (!result.isSuccessful()) {
+            HashMap respondBody = JsonUtils.jsonToObject(result.body().string(), HashMap.class);
+            if (!result.isSuccessful()
+                && !(result.code() == 404 && respondBody.get("code").equals(40400001))) {
                 log.warn("附件 " + key + " 从又拍云删除失败");
                 throw new FileOperationException("附件 " + key + " 从又拍云删除失败");
             }