diff --git a/xiaohongshu/publish.go b/xiaohongshu/publish.go
index e29015e..49ac72c 100644
--- a/xiaohongshu/publish.go
+++ b/xiaohongshu/publish.go
@@ -37,12 +37,28 @@ func NewPublishImageAction(page *rod.Page) (*PublishAction, error) {
 	pp.MustElement(`div.upload-content`).MustWaitVisible()
 	slog.Info("wait for upload-content visible success")
 
+	// 蜜罐元素防御检测
+	if err := detectHoneypotElements(pp); err != nil {
+		return nil, errors.Wrap(err, "蜜罐元素检测失败")
+	}
+
 	// 等待一段时间确保页面完全加载
 	time.Sleep(1 * time.Second)
 
 	createElems := pp.MustElements("div.creator-tab")
 	slog.Info("foundcreator-tab elements", "count", len(createElems))
+
+	// 蜜罐元素防御：过滤掉隐藏的元素
+	var visibleElems []*rod.Element
 	for _, elem := range createElems {
+		if isElementVisible(elem) {
+			visibleElems = append(visibleElems, elem)
+		}
+	}
+
+	slog.Info("filtered visible creator-tab elements", "count", len(visibleElems))
+
+	for _, elem := range visibleElems {
 		text, err := elem.Text()
 		if err != nil {
 			slog.Error("获取元素文本失败", "error", err)
@@ -267,3 +283,49 @@ func findTextboxParent(elem *rod.Element) *rod.Element {
 	}
 	return nil
 }
+
+// detectHoneypotElements 检测页面中的蜜罐元素
+func detectHoneypotElements(page *rod.Page) error {
+	// 检查是否存在隐藏的creator-tab元素（蜜罐元素）
+	elements := page.MustElements("div.creator-tab")
+
+	hiddenCount := 0
+	for _, elem := range elements {
+		if !isElementVisible(elem) {
+			hiddenCount++
+			slog.Info("检测到隐藏的creator-tab元素（蜜罐元素）")
+		}
+	}
+
+	if hiddenCount > 0 {
+		slog.Info("蜜罐元素检测完成", "隐藏元素数量", hiddenCount)
+	}
+
+	return nil
+}
+
+// isElementVisible 检查元素是否可见（非蜜罐元素）
+func isElementVisible(elem *rod.Element) bool {
+	// 检查style属性中是否包含隐藏样式
+	style, err := elem.Attribute("style")
+	if err == nil && style != nil {
+		styleStr := *style
+		// 检查是否被移到屏幕外（常见的蜜罐技术）
+		if strings.Contains(styleStr, "left: -9999px") ||
+			strings.Contains(styleStr, "top: -9999px") ||
+			strings.Contains(styleStr, "position: absolute; left: -9999px") ||
+			strings.Contains(styleStr, "display: none") ||
+			strings.Contains(styleStr, "visibility: hidden") {
+			return false
+		}
+	}
+
+	// 检查computed style
+	visible, err := elem.Visible()
+	if err != nil {
+		slog.Warn("无法获取元素可见性", "error", err)
+		return true // 如果无法确定，默认认为可见
+	}
+
+	return visible
+}