diff --git a/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugLogService.java b/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugLogService.java
index a93d60137a..fc674a5e46 100644
--- a/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugLogService.java
+++ b/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugLogService.java
@@ -2,6 +2,8 @@ package io.metersphere.bug.service;
 
 import io.metersphere.bug.domain.Bug;
 import io.metersphere.bug.domain.BugContent;
+import io.metersphere.bug.domain.BugContentExample;
+import io.metersphere.bug.domain.BugExample;
 import io.metersphere.bug.dto.request.BugEditRequest;
 import io.metersphere.bug.dto.response.BugCustomFieldDTO;
 import io.metersphere.bug.dto.response.BugDTO;
@@ -19,6 +21,7 @@ import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 import org.springframework.web.multipart.MultipartFile;
 
+import java.util.ArrayList;
 import java.util.List;
 
 @Service
@@ -126,6 +129,33 @@ public class BugLogService {
         return bugService.handleCustomField(List.of(originalBug), originalBug.getProjectId()).getFirst();
     }
 
+    /**
+     * 获取历史缺陷
+     * @param ids 缺陷ID集合
+     * @return 缺陷DTO
+     */
+    public List<BugDTO> getOriginalValueByIds(List<String> ids) {
+        // 缺陷基础信息
+        List<BugDTO> bugOriginalList = new ArrayList<>();
+        BugExample example = new BugExample();
+        example.createCriteria().andIdIn(ids);
+        List<Bug> bugs = bugMapper.selectByExample(example);
+        BugContentExample contentExample = new BugContentExample();
+        contentExample.createCriteria().andBugIdIn(ids);
+        List<BugContent> bugContents = bugContentMapper.selectByExample(contentExample);
+        bugs.forEach(bug -> {
+            BugDTO originalBug = new BugDTO();
+            BeanUtils.copyBean(originalBug, bug);
+            BugContent bugContent = bugContents.stream().filter(content -> StringUtils.equals(content.getBugId(), bug.getId())).findFirst().orElse(null);
+            if (bugContent != null) {
+                originalBug.setDescription(bugContent.getDescription());
+            }
+            bugOriginalList.add(originalBug);
+        });
+        // 缺陷自定义字段
+        return bugService.handleCustomField(bugOriginalList, bugOriginalList.getFirst().getProjectId());
+    }
+
     /**
      * 获取缺陷的标题
      * @param request 请求参数
diff --git a/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugNoticeService.java b/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugNoticeService.java
index 7a8ad44bcf..e8cd0e7618 100644
--- a/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugNoticeService.java
+++ b/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugNoticeService.java
@@ -106,16 +106,43 @@ public class BugNoticeService {
         return notice;
     }
 
+    /**
+     * 获取缺陷通知集合
+     * @param ids 缺陷ID集合
+     */
+    public List<BugNoticeDTO> getNoticeByIds(List<String> ids) {
+        List<BugDTO> bugs = bugLogService.getOriginalValueByIds(ids);
+        if (CollectionUtils.isEmpty(bugs)) {
+            return null;
+        }
+        List<BugNoticeDTO> notices = new ArrayList<>();
+        bugs.forEach(bug -> {
+            BugNoticeDTO notice = new BugNoticeDTO();
+            BeanUtils.copyBean(notice, bug);
+            if (CollectionUtils.isNotEmpty(bug.getCustomFields())) {
+                List<OptionDTO> fields = new ArrayList<>();
+                bug.getCustomFields().forEach(field -> {
+                    // 其他自定义字段
+                    OptionDTO fieldDTO = new OptionDTO();
+                    fieldDTO.setId(field.getName());
+                    fieldDTO.setName(field.getValue());
+                    fields.add(fieldDTO);
+                });
+                notice.setFields(fields);
+            }
+            notices.add(notice);
+        });
+        return notices;
+    }
+
     /**
      * 获取批量操作的缺陷通知
      * @param request 批量请求参数
      * @return 缺陷通知集合
      */
     public List<BugNoticeDTO> getBatchNoticeByRequest(BugBatchRequest request) {
-        List<BugNoticeDTO> notices = new ArrayList<>();
         List<String> batchIds = bugService.getBatchIdsByRequest(request);
-        batchIds.forEach(id -> notices.add(getNoticeById(id)));
-        return notices;
+        return getNoticeByIds(batchIds);
     }
 
     /**
diff --git a/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugService.java b/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugService.java
index 12881d7a2b..f8477b3da9 100644
--- a/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugService.java
+++ b/backend/services/bug-management/src/main/java/io/metersphere/bug/service/BugService.java
@@ -28,7 +28,10 @@ import io.metersphere.project.dto.filemanagement.FileLogRecord;
 import io.metersphere.project.mapper.FileAssociationMapper;
 import io.metersphere.project.mapper.FileMetadataMapper;
 import io.metersphere.project.mapper.ProjectMapper;
-import io.metersphere.project.service.*;
+import io.metersphere.project.service.FileAssociationService;
+import io.metersphere.project.service.FileMetadataService;
+import io.metersphere.project.service.ProjectApplicationService;
+import io.metersphere.project.service.ProjectTemplateService;
 import io.metersphere.sdk.constants.*;
 import io.metersphere.sdk.exception.MSException;
 import io.metersphere.sdk.file.FileCenter;
@@ -403,10 +406,57 @@ public class BugService {
      */
     public void batchDelete(BugBatchRequest request, String currentUser) {
         List<String> batchIds = getBatchIdsByRequest(request);
-        batchIds.forEach(id -> delete(id, currentUser));
+        BugExample example = new BugExample();
+        example.createCriteria().andIdIn(batchIds);
+        List<Bug> bugs = bugMapper.selectByExample(example);
+        String currentPlatform = projectApplicationService.getPlatformName(bugs.getFirst().getProjectId());
+        List<String> platformBugIds =  new ArrayList<>();
+        if (CollectionUtils.isNotEmpty(bugs)) {
+            Map<String, List<Bug>> groupBugs = bugs.stream().collect(Collectors.groupingBy(Bug::getPlatform));
+            // 根据不同平台, 删除缺陷
+            groupBugs.forEach((platform, bugList) -> {
+                List<String> bugIds = bugList.stream().map(Bug::getId).toList();
+                example.clear();
+                example.createCriteria().andIdIn(bugIds);
+                if (StringUtils.equals(platform, BugPlatform.LOCAL.getName())) {
+                    // Local缺陷
+                    Bug record = new Bug();
+                    record.setDeleted(true);
+                    record.setDeleteUser(currentUser);
+                    record.setDeleteTime(System.currentTimeMillis());
+                    bugMapper.updateByExampleSelective(record, example);
+                } else {
+                    /*
+                     * 第三方平台缺陷
+                     * 和当前项目所属平台不一致, 只删除MS缺陷, 不同步删除平台缺陷, 一致时需同步删除平台缺陷
+                     */
+                    bugCommonService.clearAssociateResource(bugList.getFirst().getProjectId(), bugIds);
+                    bugMapper.deleteByExample(example);
+                    if (StringUtils.equals(platform, currentPlatform)) {
+                        platformBugIds.addAll(bugList.stream().map(Bug::getPlatformBugId).toList());
+                    }
+                }
+            });
+        }
+
         // 批量日志
         List<LogDTO> logs = getBatchLogByRequest(batchIds, OperationLogType.DELETE.name(), OperationLogModule.BUG_MANAGEMENT_INDEX, "/bug/batch-delete", request.getProjectId(), false, false, null, currentUser);
         operationLogService.batchAdd(logs);
+
+        // 异步处理第三方平台缺陷, 防止超时
+        Thread.startVirtualThread(() -> {
+            if (CollectionUtils.isNotEmpty(platformBugIds)) {
+                Platform platform = projectApplicationService.getPlatform(bugs.getFirst().getProjectId(), true);
+                String projectBugThirdPartConfig = projectApplicationService.getProjectBugThirdPartConfig(bugs.getFirst().getProjectId());
+                platformBugIds.forEach(platformBugKey -> {
+                    // 需同步删除平台缺陷
+                    PlatformBugDeleteRequest deleteRequest = new PlatformBugDeleteRequest();
+                    deleteRequest.setPlatformBugKey(platformBugKey);
+                    deleteRequest.setProjectConfig(projectBugThirdPartConfig);
+                    platform.deleteBug(deleteRequest);
+                });
+            }
+        });
     }
 
     /**