calculate total data, varient data and evaluate system

app.py

@@ -4,7 +4,12 @@ import pandas as pd
 import joblib
 from sklearn.cluster import HDBSCAN
 import numpy as np
-import logger_service  # 🌟 保持：匯入外部日誌服務模組
+# 保持：匯入外部日誌服務模組 (若有的話)
+try:
+    import logger_service
+    HAS_LOGGER = True
+except ImportError:
+    HAS_LOGGER = False
 import os
 
 # 初始化歷史日誌串列
@@ -50,7 +55,53 @@ USER_DB = {
     "admin": ["1234", "管理", "管理員"],
 }
 
-# --- 🌟 新增：Groq AI Agent 呼叫函式 ---
+# --- 🌟 新增：統計資料計算函式 (HTML 格式) ---
+def calculate_stats(history_list):
+    total = len(history_list)
+    abnormal_count = len([log for log in history_list if "異常" in str(log.get("status", ""))])
+    
+    # 1. 總監測量 HTML
+    html_total = f"""
+    <div class="stat-card">
+        <div class="stat-title">總監測量</div>
+        <div class="stat-value">{total}</div>
+        <div class="stat-unit">筆操作</div>
+    </div>
+    """
+    
+    # 2. 異常率 HTML
+    rate = (abnormal_count / total * 100) if total > 0 else 0
+    # 根據異常率調整顏色
+    rate_color = "#2ecc71" if rate < 5 else ("#f39c12" if rate < 15 else "#e74c3c")
+    
+    html_rate = f"""
+    <div class="stat-card">
+        <div class="stat-title">異常率</div>
+        <div class="stat-value" style="color: {rate_color};">{rate:.1f}%</div>
+        <div class="stat-unit">{abnormal_count} 筆警告</div>
+    </div>
+    """
+    
+    # 3. 系統狀態 HTML
+    api_key = os.environ.get("GROQ_API_KEY", "")
+    if not AI_READY:
+        status_text, status_color = "模型未載入", "#e74c3c"
+    elif not api_key:
+        status_text, status_color = "AI分析不可用", "#f39c12"
+    else:
+        status_text, status_color = "正常運作中", "#2ecc71"
+        
+    html_status = f"""
+    <div class="stat-card">
+        <div class="stat-title">系統狀態</div>
+        <div class="stat-value" style="color: {status_color}; font-size: 24px; margin-top: 10px;">{status_text}</div>
+        <div class="stat-unit">HDBSCAN + Groq</div>
+    </div>
+    """
+    
+    return html_total, html_rate, html_status
+
+# --- Groq AI Agent 呼叫函式 ---
 def explain_abnormal_log(log_text):
     if not log_text or log_text.strip() == "":
         return "⚠️ 請先提供異常 Log 資訊以進行分析。"
@@ -58,12 +109,11 @@ def explain_abnormal_log(log_text):
     try:
         from groq import Groq
     except ImportError:
-        return "⚠️ 未安裝 groq 套件。請在終端機執行 `pip install groq`。"
+        return "⚠️ 未安裝 groq 套件。請在requirements.txt加入 `groq`。"
         
-    # 可以在此直接替換 "" 為您的 API KEY: os.environ.get("GROQ_API_KEY", "gsk_xxxx...")
     groq_api_key = os.environ.get("GROQ_API_KEY", "")
     if not groq_api_key:
-        return "⚠️ 未設定 GROQ_API_KEY。請設定環境變數或直接在程式碼中填寫您的 API Key。"
+        return "⚠️ 未設定 GROQ_API_KEY。請在環境變數中設定您的 API Key。"
         
     try:
         client = Groq(api_key=groq_api_key)
@@ -71,14 +121,14 @@ def explain_abnormal_log(log_text):
             messages=[
                 {
                     "role": "system",
-                    "content": "你是一位專業的資安分析師。請根據使用者提供的系統 Log，用繁體中文簡單解釋為什麼這筆 Log 會被標記為異常，並指出可能的資安風險（例如：撞庫攻擊、自動化腳本、半夜作息異常等）。請保持說明在 100 字以內，精簡扼要。"
+                    "content": "你是一位專業的資安分析師。請根據使用者提供的系統 Log，用繁體中文簡單解釋為什麼這筆 Log 會被標記為異常，並指出可能的資安風險。請保持說明在 100 字以內，精簡扼要。"
                 },
                 {
                     "role": "user",
                     "content": f"請分析這筆異常 Log：\n{log_text}"
                 }
             ],
-            model="llama-3.1-8b-instant", # Groq 提供的高速模型
+            model="llama-3.1-8b-instant", # 使用最新的支援模型
             temperature=0.5,
             max_tokens=300
         )
@@ -161,7 +211,7 @@ def check_anomaly(ip, action, log_time, overall_w, time_w, ip_w, dev_w):
     except Exception as e:
         return f"⚠️系統錯誤: {str(e)}"
 
-# 🌟 修改：回傳值增加 df_abnormal 與 input_update 以支援異常輸入框自動填寫
+# 🌟 修改：回傳值增加 h_tot, h_rat, h_sta 統計 HTML 
 def record_log(ip, cookie, account, role, action, status, time_mode, custom_time, ow, tw, iw, dw):
     global baseline_X 
     if time_mode == "自訂時間 (模擬過去/未來)" and custom_time and str(custom_time).strip() != "":
@@ -179,10 +229,11 @@ def record_log(ip, cookie, account, role, action, status, time_mode, custom_time
         "account": account, "role": role, "action": action, "status": status
     }
     
-    try:
-        logger_service.push_new_log(new_log)
-    except Exception as e:
-        print(f"⚠️ 外部日誌推送失敗: {e}")
+    if HAS_LOGGER:
+        try:
+            logger_service.push_new_log(new_log)
+        except Exception as e:
+            pass
 
     log_history.insert(0, new_log)
 
@@ -214,54 +265,58 @@ def record_log(ip, cookie, account, role, action, status, time_mode, custom_time
         latest_str = f"時間: {log_time} | IP: {ip} | 帳號: {account} | 動作: {action} | 狀態: {status}"
         input_update = gr.update(value=latest_str)
     else:
-        input_update = gr.update() # 正常行為則不干涉使用者手動輸入的內容
+        input_update = gr.update() 
+        
+    # 🌟 計算統計數據 HTML
+    h_tot, h_rat, h_sta = calculate_stats(log_history)
         
-    return df_all, df_abnormal, input_update
+    return df_all, df_abnormal, input_update, h_tot, h_rat, h_sta
 
 # --- 3. 視角切換與登入控制邏輯 ---
+# 🌟 修改：所有會產生新 Log 的函式，outputs 都需增加三個統計方塊
 def fast_login(target_account, ip, cookie, time_mode, custom_time, ow, tw, iw, dw):
     role, name = USER_DB[target_account][1], USER_DB[target_account][2]
-    df_all, df_abn, inp_upd = record_log(ip, cookie, target_account, role, "login_attempt", "success", time_mode, custom_time, ow, tw, iw, dw)
+    df_all, df_abn, inp_upd, h_tot, h_rat, h_sta = record_log(ip, cookie, target_account, role, "login_attempt", "success", time_mode, custom_time, ow, tw, iw, dw)
     welcome_msg = f"**{name}** 歡迎您  |  線上人數: 938 (⚡快速登入模式)"
     target_tab = "student_tab" if role == "學生" else "admin_tab"
-    return gr.update(visible=False), gr.update(visible=True), gr.update(selected=target_tab), "", welcome_msg, df_all, df_abn, inp_upd, target_account
+    return gr.update(visible=False), gr.update(visible=True), gr.update(selected=target_tab), "", welcome_msg, df_all, df_abn, inp_upd, target_account, h_tot, h_rat, h_sta
 
 def process_login(ip, cookie, account, password, captcha, time_mode, custom_time, ow, tw, iw, dw):
     valid_captcha = "FEIK"
-    def fail_response(msg, df_all, df_abn, inp_upd):
-        return gr.update(visible=True), gr.update(visible=False), gr.update(), msg, gr.update(), df_all, df_abn, inp_upd
+    def fail_response(msg, df_all, df_abn, inp_upd, h_tot, h_rat, h_sta):
+        return gr.update(visible=True), gr.update(visible=False), gr.update(), msg, gr.update(), df_all, df_abn, inp_upd, gr.update(), h_tot, h_rat, h_sta
 
     if account not in USER_DB: 
-        df_all, df_abn, inp_upd = record_log(ip, cookie, account, "Unknown", "login_attempt", "failed_no_account", time_mode, custom_time, ow, tw, iw, dw)
-        return fail_response("帳號不存在！", df_all, df_abn, inp_upd)
+        df_all, df_abn, inp_upd, h_tot, h_rat, h_sta = record_log(ip, cookie, account, "Unknown", "login_attempt", "failed_no_account", time_mode, custom_time, ow, tw, iw, dw)
+        return fail_response("帳號不存在！", df_all, df_abn, inp_upd, h_tot, h_rat, h_sta)
         
     role, name = USER_DB[account][1], USER_DB[account][2]
     
     if captcha.upper() != valid_captcha: 
-        df_all, df_abn, inp_upd = record_log(ip, cookie, account, role, "login_attempt", "failed_captcha", time_mode, custom_time, ow, tw, iw, dw)
-        return fail_response("驗證碼錯誤！", df_all, df_abn, inp_upd)
+        df_all, df_abn, inp_upd, h_tot, h_rat, h_sta = record_log(ip, cookie, account, role, "login_attempt", "failed_captcha", time_mode, custom_time, ow, tw, iw, dw)
+        return fail_response("驗證碼錯誤！", df_all, df_abn, inp_upd, h_tot, h_rat, h_sta)
         
     if USER_DB[account][0] == password:
         welcome_msg = f"**{name}** 歡迎您  |  線上人數: 938"
-        df_all, df_abn, inp_upd = record_log(ip, cookie, account, role, "login_attempt", "success", time_mode, custom_time, ow, tw, iw, dw)
+        df_all, df_abn, inp_upd, h_tot, h_rat, h_sta = record_log(ip, cookie, account, role, "login_attempt", "success", time_mode, custom_time, ow, tw, iw, dw)
         target_tab = "student_tab" if role == "學生" else "admin_tab"
-        return gr.update(visible=False), gr.update(visible=True), gr.update(selected=target_tab), "", welcome_msg, df_all, df_abn, inp_upd
+        return gr.update(visible=False), gr.update(visible=True), gr.update(selected=target_tab), "", welcome_msg, df_all, df_abn, inp_upd, target_tab, h_tot, h_rat, h_sta
         
-    df_all, df_abn, inp_upd = record_log(ip, cookie, account, role, "login_attempt", "failed_password", time_mode, custom_time, ow, tw, iw, dw)
-    return fail_response("密碼錯誤！", df_all, df_abn, inp_upd)
+    df_all, df_abn, inp_upd, h_tot, h_rat, h_sta = record_log(ip, cookie, account, role, "login_attempt", "failed_password", time_mode, custom_time, ow, tw, iw, dw)
+    return fail_response("密碼錯誤！", df_all, df_abn, inp_upd, h_tot, h_rat, h_sta)
 
 def toggle_role(current_account, ip, cookie, time_mode, custom_time, ow, tw, iw, dw):
     target_account = "student" if current_account == "admin" else "admin"
     role, name = USER_DB[target_account][1], USER_DB[target_account][2]
-    df_all, df_abn, inp_upd = record_log(ip, cookie, target_account, role, "login_attempt", "success", time_mode, custom_time, ow, tw, iw, dw)
+    df_all, df_abn, inp_upd, h_tot, h_rat, h_sta = record_log(ip, cookie, target_account, role, "login_attempt", "success", time_mode, custom_time, ow, tw, iw, dw)
     welcome_msg = f"**{name}** 歡迎您  |  線上人數: 938 (⚡單鍵切換模式)"
     target_tab = "student_tab" if role == "學生" else "admin_tab"
-    return gr.update(selected=target_tab), welcome_msg, df_all, df_abn, inp_upd, target_account
+    return gr.update(selected=target_tab), welcome_msg, df_all, df_abn, inp_upd, target_tab, h_tot, h_rat, h_sta
 
 def logout(ip, cookie, account, time_mode, custom_time, ow, tw, iw, dw):
     role = USER_DB.get(account, ["", "Unknown"])[1]
-    df_all, df_abn, inp_upd = record_log(ip, cookie, account, role, "logout", "success", time_mode, custom_time, ow, tw, iw, dw)
-    return gr.update(visible=True), gr.update(visible=False), "", "", "", "", df_all, df_abn, inp_upd
+    df_all, df_abn, inp_upd, h_tot, h_rat, h_sta = record_log(ip, cookie, account, role, "logout", "success", time_mode, custom_time, ow, tw, iw, dw)
+    return gr.update(visible=True), gr.update(visible=False), "", "", "", "", df_all, df_abn, inp_upd, "", h_tot, h_rat, h_sta
 
 def simulate_click(ip, cookie, account, button_name, time_mode, custom_time, ow, tw, iw, dw):
     role = USER_DB.get(account, ["", "Unknown"])[1]
@@ -274,6 +329,9 @@ def test_anomaly(ip, cookie, account, action_name, test_time_str, ow, tw, iw, dw
 def toggle_time_input(mode):
     return gr.update(visible=(mode == "自訂時間 (模擬過去/未來)"))
 
+# 初始化統計 HTML
+init_h_tot, init_h_rat, init_h_sta = calculate_stats(log_history)
+
 # --- 4. UI 介面設計 ---
 custom_css = """
 .mock-panel { background-color: var(--background-fill-secondary); padding: 15px; border-radius: 8px; border: 1px dashed var(--border-color-primary); }
@@ -282,6 +340,36 @@ custom_css = """
 .weight-card { padding: 10px; background: white; border-radius: 8px; box-shadow: 0 1px 3px rgba(0,0,0,0.1); margin-top: 10px; }
 .headless-tabs > div:first-child { display: none !important; }
 .headless-tabs { border: none !important; background: transparent !important; }
+
+/* 🌟 新增：統計卡片樣式 */
+.stat-card {
+    background: white;
+    padding: 15px;
+    border-radius: 10px;
+    box-shadow: 0 2px 5px rgba(0,0,0,0.05);
+    text-align: center;
+    border: 1px solid #eee;
+    height: 120px;
+    display: flex;
+    flex-direction: column;
+    justify-content: center;
+}
+.stat-title {
+    color: #7f8c8d;
+    font-size: 14px;
+    margin-bottom: 5px;
+    font-weight: bold;
+}
+.stat-value {
+    color: #2c3e50;
+    font-size: 32px;
+    font-weight: bold;
+}
+.stat-unit {
+    color: #bdc3c7;
+    font-size: 12px;
+    margin-top: 2px;
+}
 """
 
 with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css) as demo:
@@ -324,7 +412,8 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
                 gr.Markdown("---")
                 
                 with gr.Tabs(selected="student_tab", elem_classes="headless-tabs") as role_tabs:
-                    
+                    current_tab_state = gr.Textbox(value="student_tab", visible=False) # 保持 Tab 狀態
+
                     with gr.Tab("👨‍🎓 學生專區", id="student_tab"):
                         with gr.Accordion("▼ 1. 教務系統", open=True):
                             with gr.Row(): btn_eval = gr.Button("▶ 期末網路教學評量", size="sm"); btn_pre_select = gr.Button("▶ 期末網路預選系統", size="sm"); btn_add_drop = gr.Button("▶ 開學後加退選系統", size="sm")
@@ -338,6 +427,12 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
                             btn_hack_score = gr.Button("💀 嘗試偷改成績 (SQL Injection)", variant="stop", size="sm")
 
                     with gr.Tab("🛡️ 管理員專區", id="admin_tab"):
+                        # 🌟 新增：統計功能區塊 (放置於防護強度上方)
+                        with gr.Row():
+                            stat_tot_html = gr.HTML(value=init_h_tot)
+                            stat_rat_html = gr.HTML(value=init_h_rat)
+                            stat_sta_html = gr.HTML(value=init_h_sta)
+
                         with gr.Accordion("▼ 防護強度微調 (AI 敏感度)", open=True, elem_classes="weight-card"):
                             gr.Markdown("<span style='color:gray; font-size:0.9em;'>手動輸入 0~100 的數值。提高強度會增加誤報率，但能更有效攔截新型攻擊。</span>")
                             with gr.Row():
@@ -347,7 +442,7 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
                                 ip_weight = gr.Number(label="IP 聲譽權重 (%)", value=65, minimum=0, maximum=100)
                                 device_weight = gr.Number(label="裝置指紋/行為權重 (%)", value=45, minimum=0, maximum=100)
                         
-                        # 🌟 新增：異常 Log 分析面板 (含自動更新清單、輸入框與 Groq API 分析)
+                        # 異常 Log 分析面板
                         with gr.Accordion("▼ 異常 Log 分析 (Groq AI Agent)", open=True, elem_classes="weight-card"):
                             gr.Markdown("<span style='color:gray; font-size:0.9em;'>顯示所有被判定為異常的 Log。點擊分析可讓 AI 代為判讀潛在風險。</span>")
                             abnormal_log_display = gr.Dataframe(
@@ -369,9 +464,9 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
                             with gr.Row():
                                 t_pre_sel_norm = gr.Button("✅ 正常: 期末網路預選系統 (06-13 11:00)", size="sm"); t_pre_sel_anom = gr.Button("⚠️ 異常: 期末網路預選系統 (10-15 13:00)", size="sm")
                             with gr.Row():
-                                t_course_norm = gr.Button("✅ 正常: 課程系統 (02-25 07:50)", size="sm"); t_course_anom = gr.Button("⚠️ 異常: 課程系統 (07-15 05:00)", size="sm")
+                                t_course_norm = gr.Button("✅ 正常:課程系統 (02-25 07:50)", size="sm"); t_course_anom = gr.Button("⚠️ 異常:課程系統 (07-15 05:00)", size="sm")
                             with gr.Row():
-                                t_add_drop_norm = gr.Button("✅ 正常: 開學後加退選系統 (02-18 14:00)", size="sm"); t_add_drop_anom = gr.Button("⚠️ 異常: 開學後加退選系統 (05-15 12:00)", size="sm")
+                                t_add_drop_norm = gr.Button("✅ 正常: 加退選系統 (02-18 14:00)", size="sm"); t_add_drop_anom = gr.Button("⚠️ 異常: 加退選系統 (05-15 12:00)", size="sm")
                                 
                             gr.Markdown("#### 2. 期末與成績相關 (具備週期性)")
                             with gr.Row():
@@ -381,9 +476,9 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
                                 
                             gr.Markdown("#### 3. 校務與行政服務 (生活與常規)")
                             with gr.Row():
-                                t_dorm_norm = gr.Button("✅ 正常: 學生宿舍登錄(抽籤)系統 (07-21 23:10)", size="sm"); t_dorm_anom = gr.Button("⚠️ 異常: 學生宿舍登錄(抽籤)系統 (11-15 16:00)", size="sm")
+                                t_dorm_norm = gr.Button("✅ 正常: 宿舍系統 (07-21 23:10)", size="sm"); t_dorm_anom = gr.Button("⚠️ 異常: 宿舍系統 (11-15 16:00)", size="sm")
                             with gr.Row():
-                                t_schol_norm = gr.Button("✅ 正常: 獎助學金申請系統 (03-12 14:00)", size="sm"); t_schol_anom = gr.Button("⚠️ 異常: 獎助學金申請系統 (08-15 02:00)", size="sm")
+                                t_schol_norm = gr.Button("✅ 正常: 獎學金申請 (03-12 14:00)", size="sm"); t_schol_anom = gr.Button("⚠️ 異常: 獎學金申請 (08-15 02:00)", size="sm")
                             with gr.Row():
                                 t_card_norm = gr.Button("✅ 正常: 學生證掛失 (10-23 13:40)", size="sm"); t_card_anom = gr.Button("⚠️ 異常: 學生證掛失 (08-10 03:00)", size="sm")
                                 
@@ -391,7 +486,7 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
                             with gr.Row():
                                 t_istudy_norm = gr.Button("✅ 正常: 北科i學園PLUS (10-18 16:00)", size="sm"); t_istudy_anom = gr.Button("⚠️ 異常: 北科i學園PLUS (08-20 02:00)", size="sm")
                             with gr.Row():
-                                t_leave_norm = gr.Button("✅ 正常: 學生請假系統 (03-29 08:45)", size="sm"); t_leave_anom = gr.Button("⚠️ 異常: 學生請假系統 (08-15 13:00)", size="sm")
+                                t_leave_norm = gr.Button("✅ 正常: 請假系統 (03-29 08:45)", size="sm"); t_leave_anom = gr.Button("⚠️ 異常: 請假系統 (08-15 13:00)", size="sm")
                             with gr.Row():
                                 t_vdesk_norm = gr.Button("✅ 正常: 軟體雲/WebMail (03-22 18:00)", size="sm"); t_vdesk_anom = gr.Button("⚠️ 異常: 軟體雲/WebMail (08-10 00:00)", size="sm")
 
@@ -402,22 +497,26 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
     btn_explain_log.click(fn=explain_abnormal_log, inputs=[abnormal_log_input], outputs=[ai_explanation_output])
     
     weight_inputs = [overall_weight, time_weight, ip_weight, device_weight]
-    update_outputs = [login_view, dashboard_view, role_tabs, login_msg, welcome_text, log_display, abnormal_log_display, abnormal_log_input]
     
+    # 🌟 定義所有需要隨著 Log 更新而更新的 Outputs
+    log_updates_outputs = [log_display, abnormal_log_display, abnormal_log_input, stat_tot_html, stat_rat_html, stat_sta_html]
+    
+    login_outputs = [login_view, dashboard_view, role_tabs, login_msg, welcome_text] + log_updates_outputs + [current_tab_state]
+
     login_btn.click(
         fn=process_login, 
         inputs=[mock_ip, mock_cookie, acc_input, pwd_input, captcha_input, time_mode, custom_time_input] + weight_inputs, 
-        outputs=update_outputs
+        outputs=login_outputs
     )
     
     logout_btn.click(
         fn=logout, 
         inputs=[mock_ip, mock_cookie, acc_input, time_mode, custom_time_input] + weight_inputs, 
-        outputs=[login_view, dashboard_view, acc_input, pwd_input, captcha_input, login_msg, log_display, abnormal_log_display, abnormal_log_input] 
+        outputs=[login_view, dashboard_view, acc_input, pwd_input, captcha_input, login_msg] + log_updates_outputs + [current_tab_state]
     )
 
     fast_inputs = [mock_ip, mock_cookie, time_mode, custom_time_input] + weight_inputs
-    fast_outputs = update_outputs + [acc_input] 
+    fast_outputs = login_outputs + [acc_input] 
 
     btn_fast_student.click(fn=lambda ip, c, tm, ct, ow, tw, iw, dw: fast_login("student", ip, c, tm, ct, ow, tw, iw, dw), inputs=fast_inputs, outputs=fast_outputs)
     btn_fast_admin.click(fn=lambda ip, c, tm, ct, ow, tw, iw, dw: fast_login("admin", ip, c, tm, ct, ow, tw, iw, dw), inputs=fast_inputs, outputs=fast_outputs)
@@ -425,7 +524,7 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
     btn_toggle_role.click(
         fn=toggle_role, 
         inputs=[acc_input, mock_ip, mock_cookie, time_mode, custom_time_input] + weight_inputs, 
-        outputs=[role_tabs, welcome_text, log_display, abnormal_log_display, abnormal_log_input, acc_input]
+        outputs=[role_tabs, welcome_text] + log_updates_outputs + [current_tab_state, acc_input]
     )
 
     action_mapping = [
@@ -442,7 +541,7 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
         btn.click(
             fn=lambda ip, c, acc, t_mode, t_custom, ow, tw, iw, dw, n=action_name: simulate_click(ip, c, acc, n, t_mode, t_custom, ow, tw, iw, dw), 
             inputs=[mock_ip, mock_cookie, acc_input, time_mode, custom_time_input] + weight_inputs, 
-            outputs=[log_display, abnormal_log_display, abnormal_log_input]
+            outputs=log_updates_outputs
         )
         
     test_mapping = [
@@ -463,7 +562,7 @@ with gr.Blocks(title="模擬校園入口與資安防護系統", css=custom_css)
         btn.click(
             fn=lambda ip, c, acc, ow, tw, iw, dw, n=action_name, t_str=test_time_str: test_anomaly(ip, c, acc, n, t_str, ow, tw, iw, dw),
             inputs=[mock_ip, mock_cookie, acc_input, overall_weight, time_weight, ip_weight, device_weight],
-            outputs=[log_display, abnormal_log_display, abnormal_log_input]
+            outputs=log_updates_outputs
         )
 
 if __name__ == "__main__":