diff --git a/apps/api/app/middleware/logging.py b/apps/api/app/middleware/logging.py
index deded104f..c84a59325 100644
--- a/apps/api/app/middleware/logging.py
+++ b/apps/api/app/middleware/logging.py
@@ -3,13 +3,60 @@
 """
 
 import logging
+import re
 import time
+from typing import Optional
 
 from fastapi import Request
 from starlette.middleware.base import BaseHTTPMiddleware
 
 logger = logging.getLogger(__name__)
 
+# 敏感参数名称模式（不区分大小写）
+SENSITIVE_PARAM_PATTERNS = re.compile(
+    r'^(password|passwd|pwd|token|secret|key|authorization|auth|api_key|apikey|'
+    r'access_token|refresh_token|accesstoken|refreshtoken|'
+    r'session_id|sessionid|sid|cookie|csrf|xsrf|bearer)$',
+    re.IGNORECASE
+)
+
+
+def filter_sensitive_params(query_string: Optional[str]) -> Optional[str]:
+    """
+    过滤 query string 中的敏感参数
+    
+    Args:
+        query_string: 原始 query string，例如 "name=xxx&password=secret&token=abc"
+    
+    Returns:
+        过滤后的 query string，敏感参数的值被替换为 "***"
+        如果 query_string 为空或 None，返回原始值
+    """
+    if not query_string:
+        return query_string
+    
+    if query_string.startswith('?'):
+        query_string = query_string[1:]
+    
+    if not query_string:
+        return query_string
+    
+    parts = query_string.split('&')
+    filtered_parts = []
+    
+    for part in parts:
+        if '=' in part:
+            key, value = part.split('=', 1)
+            if SENSITIVE_PARAM_PATTERNS.match(key):
+                filtered_parts.append(f"{key}=***")
+            else:
+                filtered_parts.append(part)
+        else:
+            # 没有 = 的参数，保留原样
+            filtered_parts.append(part)
+    
+    return '&'.join(filtered_parts)
+
 
 class RequestLoggingMiddleware(BaseHTTPMiddleware):
     """请求日志中间件"""
@@ -18,8 +65,15 @@ class RequestLoggingMiddleware(BaseHTTPMiddleware):
         # 记录请求开始时间
         start_time = time.time()
 
-        # 记录请求信息
-        logger.info(f"Request: {request.method} {request.url.path}")
+        # 过滤 query string 中的敏感参数
+        raw_query = str(request.url.query) if request.url.query else ""
+        safe_query = filter_sensitive_params(raw_query)
+        
+        # 记录请求信息（不包含敏感参数）
+        if safe_query:
+            logger.info(f"Request: {request.method} {request.url.path}?{safe_query}")
+        else:
+            logger.info(f"Request: {request.method} {request.url.path}")
 
         # 处理请求
         response = await call_next(request)