Add files via upload

Driver/Protect/Install_Driver.bat

@@ -1,34 +0,0 @@
-@echo off
-setlocal
-
-:: Check for permissions
->nul 2>&1 "%SYSTEMROOT%\system32\icacls.exe" "%SYSTEMROOT%\system32\config\system"
-
-if %errorlevel% NEQ 0 goto NoAdmin
-goto gotAdmin
-
-:NoAdmin
-    echo You do not have administrator rights, please run this script as administrator.
-    pause
-    exit /B
-
-:gotAdmin
-    if exist "%temp%\getadmin.vbs" del "%temp%\getadmin.vbs"
-
-set "script_dir=%~dp0"
-set "script_dir=%script_dir:~0,-1%"
-
-bcdedit -debug on
-bcdedit /set testsigning on
-bcdedit /deletevalue {current} safeboot
-
-powershell.exe -ExecutionPolicy Bypass -Command ^
-"$endDate = (Get-Date).AddYears(100); ^
- $cert = New-SelfSignedCertificate -DnsName PYAS -CertStoreLocation cert:\LocalMachine\My -Type CodeSigning -NotAfter $endDate; ^
- $pwd = ConvertTo-SecureString -String 'PYAS' -Force -AsPlainText; ^
- Export-PfxCertificate -Cert $cert -FilePath '%script_dir%\PYAS.pfx' -Password $pwd;"
-"%script_dir%\signtool.exe" sign /f "%script_dir%\PYAS.pfx" /p PYAS "%script_dir%\PYAS_Driver.sys"
-sc create PYAS_Driver type= kernel start= demand binPath= "%script_dir%\PYAS_Driver.sys"
-
-shutdown -r -t 0
-endlocal

Driver/Protect/Uninstall_Driver.bat

@@ -1,25 +0,0 @@
-@echo off
-setlocal
-
-:: Check for permissions
->nul 2>&1 "%SYSTEMROOT%\system32\icacls.exe" "%SYSTEMROOT%\system32\config\system"
-
-if %errorlevel% NEQ 0 goto NoAdmin
-goto gotAdmin
-
-:NoAdmin
-    echo You do not have administrator rights, please run this script as administrator.
-    pause
-    exit /B
-
-:gotAdmin
-    if exist "%temp%\getadmin.vbs" del "%temp%\getadmin.vbs"
-
-sc stop PYAS_Driver
-sc delete PYAS_Driver
-
-bcdedit /set testsigning off
-bcdedit -debug off
-
-shutdown -r -t 0
-endlocal

Engine/Model/PYAS_Model.json

@@ -5,7 +5,7 @@
 
     "Detect": ["Pefile/General", "Script/General"],  
 
-    "Pixels": [224, 224], 
+    "Resize": [224, 224, 1, "nearest"], 
 
-    "Values": 90
+    "Values": 95
 }

Engine/Rules/PYAS_Rules_A1.yar

@@ -772,31 +772,26 @@ rule General_28 {
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
-      $s1 = "GNU C11 6.3.0" ascii
-      $s2 = "GCC: (MinGW.org GCC-6.3.0-1) 6.3.0" fullword ascii
-      $s3 = "___mingw_readdir" fullword ascii
-      $s4 = "___mingw_closedir" fullword ascii
-      $s5 = "___mingw_seekdir" fullword ascii
-      $s6 = "%d is not a prime number." fullword ascii
-      $s7 = "___mingw_rewinddir" fullword ascii
-      $s8 = "__mingw32_init_mainargs" fullword ascii
-      $s9 = "___mingw_telldir" fullword ascii
-      $s10 = "Enter an integer: " fullword ascii
-      $s11 = "___mingw_opendir" fullword ascii
-      $s12 = "/home/keith/" ascii
-      $s13 = "../../../src/gcc-6.3.0/libgcc" ascii
-      $s14 = "___mingw_dirname" fullword ascii
-      $s15 = "_isPrime`" fullword ascii
-      $s16 = "%d is a prime number." fullword ascii
-      $s17 = ".weak.__Jv_RegisterClasses.___EH_FRAME_BEGIN__" fullword ascii
-      $s18 = "-mtune=generic" ascii
-      $s19 = "-march=i586" ascii
-      $s20 = "-g -g -g -O2 -O2 -O2" ascii
-      $s21 = "-fbuilding-libgcc" ascii
-      $s22 = "-fno-stack-protector" ascii
+      $x1 = "schemas.microsoft.com" wide
+      $x2 = "Client Worker Thread" ascii
+      $s1 = "A6BFEA43-501F-456F-A845-983D3AD7B8F0" wide
+      $s2 = "upgrader" wide
+      $s3 = "rtvscan.exe" wide
+      $s4 = "Enable-WindowsOptionalFeature -FeatureName" wide
+      $s5 = "remupd.exe" fullword wide
+      $s6 = "Mcshield.exe" fullword wide
+      $s7 = "mssecess.exe" fullword wide
+      $s8 = "RavMonD.exe" fullword wide
+      $s9 = "KvMonXP.exe" fullword wide
+      $s10 = "baiduSafeTray.exe" fullword wide
+      $s11 = "Qavanijeb.exe" fullword wide
+      $s12 = "%s --> Error: %d, EC: %d" fullword ascii
+      $s13 = "wscript.exe //E:vbscript" wide
+      $s14 = "upgrader_64" wide
+      $s15 = "Process Data Error" fullword wide
    condition:
-      uint16(0) == 0x5a4d and filesize < 500KB and
-      8 of them
+      uint16(0) == 0x5a4d and filesize < 1000KB and
+      1 of ($x*) and 6 of them
 }
 
 rule General_29 {
@@ -1442,31 +1437,3 @@ rule General_52 {
       uint16(0) == 0x5a4d and filesize < 2000KB and
       8 of them
 }
-
-rule General_53 {
-   meta:
-      description = "53"
-      author = "PYAS Security"
-      date = "2024-06-12"
-   strings:
-      $x1 = "schemas.microsoft.com" wide
-      $x2 = "Client Worker Thread" ascii
-      $s1 = "A6BFEA43-501F-456F-A845-983D3AD7B8F0" wide
-      $s2 = "upgrader" wide
-      $s3 = "rtvscan.exe" wide
-      $s4 = "Enable-WindowsOptionalFeature -FeatureName" wide
-      $s5 = "remupd.exe" fullword wide
-      $s6 = "Mcshield.exe" fullword wide
-      $s7 = "mssecess.exe" fullword wide
-      $s8 = "RavMonD.exe" fullword wide
-      $s9 = "KvMonXP.exe" fullword wide
-      $s10 = "baiduSafeTray.exe" fullword wide
-      $s11 = "Qavanijeb.exe" fullword wide
-      $s12 = "%s --> Error: %d, EC: %d" fullword ascii
-      $s13 = "wscript.exe //E:vbscript" wide
-      $s14 = "upgrader_64" wide
-      $s15 = "Process Data Error" fullword wide
-   condition:
-      uint16(0) == 0x5a4d and filesize < 1000KB and
-      1 of ($x*) and 6 of them
-}

Extens/Repair/Repair_Regedit.reg

@@ -1,117 +0,0 @@
-Windows Registry Editor Version 5.00
-
-; Repair system restrictions
-[HKEY_LOCAL_MACHINE\SOFTWARE\Policies\Microsoft\MMC]
-; NoControlPanel
-"NoControlPanel"=dword:00000000
-; NoDrives
-"NoDrives"=dword:00000000
-; NoFileMenu
-"NoFileMenu"=dword:00000000
-; NoFind
-"NoFind"=dword:00000000
-; NoRealMode
-"NoRealMode"=dword:00000000
-; NoRecentDocsMenu
-"NoRecentDocsMenu"=dword:00000000
-; NoSetFolders
-"NoSetFolders"=dword:00000000
-; NoSetFolderOptions
-"NoSetFolderOptions"=dword:00000000
-; NoViewOnDrive
-"NoViewOnDrive"=dword:00000000
-; NoClose
-"NoClose"=dword:00000000
-; NoRun
-"NoRun"=dword:00000000
-; NoDesktop
-"NoDesktop"=dword:00000000
-; NoLogOff
-"NoLogOff"=dword:00000000
-; NoFolderOptions
-"NoFolderOptions"=dword:00000000
-; RestrictRun
-"RestrictRun"=dword:00000000
-; NoViewContextMenu
-"NoViewContexMenu"=dword:00000000
-; HideClock
-"HideClock"=dword:00000000
-; NoStartMenuMorePrograms
-"NoStartMenuMorePrograms"=dword:00000000
-; NoStartMenuMyGames
-"NoStartMenuMyGames"=dword:00000000
-; NoStartMenuMyMusic
-"NoStartMenuMyMusic"=dword:00000000
-; DisableCMD
-"DisableCMD"=dword:00000000
-; NoWinKeys
-"NoWinKeys"=dword:00000000
-; StartMenuLogOff
-"StartMenuLogOff"=dword:00000000
-; NoSimpleNetlDList
-"NoSimpleNetlDList"=dword:00000000
-; NoLowDiskSpaceChecks
-"NoLowDiskSpaceChecks"=dword:00000000
-; DisableLockWorkstation
-"DisableLockWorkstation"=dword:00000000
-; Restrict_Run
-"Restrict_Run"=dword:00000000
-; DisableTaskMgr
-"DisableTaskMgr"=dword:00000000
-; DisableRegistryTools
-"DisableRegistryTools"=dword:00000000
-; DisableChangePassword
-"DisableChangePassword"=dword:00000000
-; Wallpaper
-"Wallpaper"=dword:00000000
-; NoComponents
-"NoComponents"=dword:00000000
-; NoAddingComponents
-"NoAddingComponents"=dword:00000000
-; NoStartMenuPinnedList
-"NoStartMenuPinnedList"=dword:00000000
-; NoActiveDesktop
-"NoActiveDesktop"=dword:00000000
-; NoSetActiveDesktop
-"NoSetActiveDesktop"=dword:00000000
-; NoActiveDesktopChanges
-"NoActiveDesktopChanges"=dword:00000000
-; NoChangeStartMenu
-"NoChangeStartMenu"=dword:00000000
-; NoFavoritesMenu
-"NoFavoritesMenu"=dword:00000000
-; NoRecentDocsHistory
-"NoRecentDocsHistory"=dword:00000000
-; NoSetTaskbar
-"NoSetTaskbar"=dword:00000000
-; NoSMHelp
-"NoSMHelp"=dword:00000000
-; NoTrayContextMenu
-"NoTrayContextMenu"=dword:00000000
-; NoViewContextMenu
-"NoViewContextMenu"=dword:00000000
-; NoManageMyComputerVerb
-"NoManageMyComputerVerb"=dword:00000000
-; NoWindowsUpdate
-"NoWindowsUpdate"=dword:00000000
-; ClearRecentDocsOnExit
-"ClearRecentDocsOnExit"=dword:00000000
-; NoStartMenuNetworkPlaces
-"NoStartMenuNetworkPlaces"=dword:00000000
-
-; Repair Image File Execution Options
-[HKEY_LOCAL_MACHINE\SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options]
-; (Delete all subkeys here if necessary)
-
-; Repair executable file icon
-[HKEY_CLASSES_ROOT\exefile\DefaultIcon]
-@="%1"
-[HKEY_LOCAL_MACHINE\SOFTWARE\Classes\exefile\DefaultIcon]
-@="%1"
-
-; Repair executable file type
-[HKEY_CLASSES_ROOT\.exe]
-@="exefile"
-[HKEY_CLASSES_ROOT\exefile\shell\open\command]
-@="\"%1\" %*"
-

Extens/Repair/Repair_System.bat

@@ -1 +0,0 @@
-sfc /scannow

Extens/Tools/Tools.txt

@@ -1 +0,0 @@
-None

PYAS_Config.py

@@ -0,0 +1,128 @@
+translate_dict = {
+    "traditional_switch": {"开启":"開啟","关闭":"關閉","On":"開啟","Off":"關閉"},
+
+    "simplified_switch": {"開啟":"开启","關閉":"关闭","On":"开启","Off":"关闭",
+              "錯誤":"错误","發現":"发现","關閉":"关闭","裝置":"设备","記憶體":"内存",
+              "軟體":"软件","檔案":"文件","確定":"确认","設定":"设置","關於":"关于",
+              "總數":"总数","註冊":"注册","圖標":"图标","路徑":"路径","網路":"网络",
+              "位元":"字节","靈敏":"敏感","複製":"复制","開啟":"开启","靜態":"静态",
+              "訊":"讯","項":"项","掃":"扫","試":"试","黃":"黄","嗎":"吗","防":"保",
+              "鑰":"钥","當":"当","後":"后","護":"护","導":"导","區":"区","復":"复",
+              "攔":"拦","請":"请","統":"统","刪":"删","進":"进","個":"个","選":"选",
+              "啟":"启","監":"监","並":"并","徑":"径","盤":"盘","隱":"隐","動":"动",
+              "狀":"状","誌":"志","這":"这","會":"会","題":"题","擇":"择","語":"语",
+              "無":"无","顯":"显","變":"变","戶":"户","碼":"码","雲":"云","介":"界",
+              "稱":"称","類":"类","輸":"输","執":"执","數":"数","尋":"寻","網":"网",
+              "詢":"询","製":"制","員":"员","許":"许","條":"条","藍":"蓝","紅":"红",
+              "綠":"绿","態":"态","務":"务","連":"连","檢":"检","測":"测","關":"关",
+              "強":"强","驅":"驱","為":"为","腳":"脚","單":"单","開":"开","擴":"扩",
+              "惡":"恶","據":"据","庫":"库","經":"经","敗":"败","謝":"谢","別":"别",
+              "載":"载","誤":"误","報":"报","鏈":"链","竄":"窜","蹤":"踪","與":"与",
+              "異":"异","實":"实","時":"时","彈":"弹","窗":"窗","暫":"暂","訂":"订",
+              "資":"资","產":"产","金":"密","離":"离","規":"规","則":"则","來":"来",
+              "殼":"壳","碼":"码","線":"线",},
+
+    "english_switch": {"開啟":"On","關閉":"Off","开启":"On","关闭":"Off","，":", ",
+              "立即刪除":"Delete Now","安全模式":"Safe Mode","官方網站":"Official Website ",
+              "腳本":"Script ","鏈式":"Chain ","記憶體":"Memory ","加載":"Load ",
+              "行為":"Behavior ","可疑":"Suspicious ","勒索":"Ransom ","主要":"Main ",
+              "許可條款":"License Terms ","惡意":"Malicious", "開發":"Developers ",
+              "啟用":"Enable ","禁用":"Disable ","正在初始化中":"Initializing ",
+              "正在掃描":"Scanning ","正在刪除":"Deleting ","正在追蹤":"Tracking ",
+              "最小化到":"Minimize To ","靈敏度":"Sensitivity ","正在檢查":"Checking ",
+              "確定要":"Sure Want To ","引擎靈敏度":"Sensitivity ","更新":"Update ",
+              "白色主題":"White","黃色主題":"Yellow","紅色主題":"Red","語言":"Language ",
+              "藍色主題":"Blue","綠色主題":"Green","自訂主題":"Custom","黑色主題":"Black",
+              "特別感謝":"Contributors ","版本資訊":"Information","通訊":"Connect ",
+              "註冊":"Registry ","退出":"Quit ","檔案":"File ","當前":"Currently ",
+              "狀態":"State ","掃描":"Scan ","工具":"Tools ","防護":"Protect ",
+              "失敗":"Failed ","請":"Please ","路徑":"Path ","方式":"Method ",
+              "需要":"Need ","病毒":"Virus ","選擇":"Select ","返回":"Back",
+              "受到":"Been ","錯誤":"Error","完成":"Complete ","引擎":"Engine ",
+              "托盤":"Tray ","圖標":"Icon ","不安全":"Unsafe","增強":"Enhance ",
+              "系統":"System ","雲端":"Cloud ","重啟":"Reboot ","修復":"Repair ",
+              "裝置":"Device ","發現":"Found ","成功":"Success ","清理":"Cleanup ",
+              "確定":"OK","執行":"Execute ","警告":"Warning ","使用":"Use ",
+              "網路":"Network ","變更":"Change ","總數":"Total","結束":"End ",
+              "選項":"Options ","監控":"Monitor ","連接":"Connect ","可以":"Can ",
+              "進程":"Process ","攔截":"Block ","引導":"Boot ","刪除":"Delete ",
+              "分區":"Partition ","設定":"Setting ","關於":"About","模式":"Mode ",
+              "提高":"Improve ","安全":"Security ","顯色":"Color ","顏色":"Color ",
+              "主題":"Theme ", "回收":"Collect ", "無用":"Useless ","導入":"Import ",
+              "風險":"Risk ","介面":"UI ","核心":"Core ","服務":"Services ",
+              "管理":"Manage","所有":"All ","您":"You ","取消":"Cancel ","未":"Not ",
+              "垃圾":"Junk ","位元":"byte ","本機":"Computer ","停止":"Stop ",
+              "到":"To ","白名單":"White List ","軟體":"Software ","正在":"",
+              "增加":"Add ","移除":"Delete ","項目":"Items ","生成":"Create ","稱":"",
+              "複製":"Copy ","此":"This ","並":"And ","全盤":"Full ","最新":"Latest ",
+              "已存在":"Already ","數據庫":"Database ","誤報":"False Positive ",
+              "高":"High ","新":"New ","和":"And ","可能會":"Possible ","會":"Can ",
+              "日誌":"Log","已":"Has ","彈窗":"Window ","要":"To ","驅動":"Driver ",
+              "的":"","顯示":"","個":"","嗎":"","了":"","行":"","立即":"","規則":"Rule ",
+              "密鑰":"Key ","檢測":"Detect ","製作":"Maker ","運行":"Running",
+              "擴展":"Extension ","套件":"Kit ","自動":"Auto ","上報":"Report ",
+              "分析":"Analysis ","自身":"Self ","其他":"Other ","配置":"Config ",
+              "丟失":"Lost ","網站":"Website ","不兼容":"Not Compatible ","列表":"List ",
+              "竄改":"Tamper ","第三方":"Other ","實時":"Real Time ","查看":"View ",
+              "指定":"Specify ","清空":"Empty ","資源回收桶":"Recycle Bin ", "無法":"Cannot ",
+              "與":"With ","當":"When ","功能":"Function ","異常":"Abnormal ", "來":"To ",
+              "重置":"Reset ","窗口":"Window ","暫存":"Temp ","自訂":"Custom ",
+              "不支持":"Not Support ","共":"Total ","秒":"Seconds ","耗時":"Takes ",
+              "沙箱":"Sandbox ", "虛擬":"Virtual ", "隔離":"Quarantine ", "時":"",
+              "建立":"Create ","環境":"Environment ","沙箱":"Sandbox ","化":"", "表":"",
+              "達":"Reached ", "上限":"Limit ", "區":"", "金鑰":"Key ", "產品":"Product ",
+              "托管":"CLR ","殼碼":"Shellcode ","線程":"Thread ","注入":"Inject ",
+              "前往":"Go ","檢查":"Check ","可用":"Available ","靜態":"Static ", "  ":" "},
+
+    "white_switch": {
+        "_white": "_black",},
+    "red_switch": {
+        "235, 235, 235": "255, 235, 235",
+        "245, 245, 245": "255, 225, 225",
+        "255, 255, 255": "255, 245, 245",
+        "240, 240, 240": "255, 220, 220",
+        "250, 250, 250": "255, 210, 210",
+        "220, 255, 220": "255, 220, 220",
+        "210, 255, 210": "255, 210, 210",
+        "_white": "_black"
+    },
+    "yellow_switch": {
+        "235, 235, 235": "255, 255, 235",
+        "245, 245, 245": "255, 255, 225",
+        "255, 255, 255": "255, 255, 245",
+        "240, 240, 240": "255, 255, 220",
+        "250, 250, 250": "255, 255, 210",
+        "220, 255, 220": "255, 255, 220",
+        "210, 255, 210": "255, 255, 210",
+        "_white": "_black"
+    },
+    "green_switch": {
+        "235, 235, 235": "235, 255, 235",
+        "245, 245, 245": "225, 255, 225",
+        "255, 255, 255": "245, 255, 245",
+        "240, 240, 240": "220, 255, 220",
+        "250, 250, 250": "210, 255, 210",
+        "_white": "_black"
+    },
+    "blue_switch": {
+        "235, 235, 235": "235, 235, 255",
+        "245, 245, 245": "225, 225, 255",
+        "255, 255, 255": "245, 245, 255",
+        "240, 240, 240": "220, 220, 255",
+        "250, 250, 250": "210, 210, 255",
+        "220, 255, 220": "220, 220, 255",
+        "210, 255, 210": "210, 210, 255",
+        "_white": "_black"
+    },
+    "black_switch": {
+        "255, 255, 255": "55, 55, 55", 
+        "245, 245, 245": "75, 75, 75",
+        "235, 235, 235": "65, 65, 65", 
+        "240, 240, 240": "80, 80, 80",
+        "250, 250, 250": "90, 90, 90",
+        "220, 255, 220": "80, 80, 80",
+        "210, 255, 210": "90, 90, 90",
+        "0, 0, 0": "255, 255, 255",
+        "_black": "_white"
+    }
+}

PYAS_Engine.py

@@ -1,109 +1,150 @@
-import os, sys, time, json, yara
-import numpy, pefile, onnxruntime
+import os, yara, numpy, locale, pefile, onnxruntime
 from PIL import Image
 
-class YRScan:
+class rule_scanner:
     def __init__(self):
         self.rules = {}
         self.network = []
 
-    def load_rules(self, file_path):
-        try:
-            ftype = os.path.splitext(file_path)[-1].lower()
-            if ftype in [".yara", ".yar"]:
-                self.rules[file_path] = yara.compile(file_path)
-            elif ftype in [".yc", ".yrc"]:
-                self.rules[file_path] = yara.load(file_path)
-            elif ftype in [".ip", ".ips"]:
-                with open(file_path, "r") as f:
-                    self.network += [l.strip() for l in f.readlines()]
-        except Exception as e:
-            print(e)
+    def load_path(self, path):
+        for root, _, files in os.walk(path):
+            for file in files:
+                self.load_file(os.path.join(root, file))
 
-    def yr_scan(self, file_path):
+    def load_file(self, file):
+        ext = os.path.splitext(file)[1].lower()
         try:
-            if isinstance(file_path, str):
-                with open(file_path, "rb") as f:
-                    file_path = f.read()
-            for name, rules in self.rules.items():
-                matchs_rules = rules.match(data=file_path)
-                if matchs_rules:
-                    label = str(matchs_rules[0]).split("_")[0]
-                    level = str(matchs_rules[0]).split("_")[-1]
+            if ext in ('.yara', '.yar'):
+                self.rules[file] = yara.compile(file)
+            elif ext in ('.yc', '.yrc'):
+                self.rules[file] = yara.load(file)
+            elif ext in ('.ip', '.txt'):
+                with open(file, "r", encoding="utf-8", errors="ignore") as f:
+                    self.network.extend(line.strip() for line in f if line.strip())
+        except Exception:
+            return False
+
+    def yara_scan(self, file_path):
+        try:
+            data = open(file_path, "rb").read() if isinstance(file_path, str) else file_path
+            for rules in self.rules.values():
+                matches = rules.match(data=data)
+                if matches:
+                    rule_name = str(matches[0])
+                    label = rule_name.split("_")[0]
+                    level = rule_name.split("_")[-1]
                     return f"Rules/{label}", level
             return False, False
-        except Exception as e:
+        except Exception:
             return False, False
 
-class DLScan:
+class model_scanner:
+    SHELLS = {
+        "0","1","2","3","4","5","6","7","8","9","cry","tvm","dec","enc","vmp","upx","aes","lzma","press","pack",
+        "enigma","protect","secur","asmstub","base","bss","clr_uef","cursors","transit","trs_age","engine","fio",
+        "fothk","h~;","icapsec","malloc_h","miniex","mssmixer","ndr64","nsys_wr","obr","wow","wow64svc","wpp_sf",
+        "pad","pgae","poolmi","proxy","qihoo","retpol","uedbg","tracesup","rwexec","rygs","s:@","sanontcp","segm",
+        "test","res","wisevec","viahwaes","orpc","nep","ace","extjmp","no_bbt","data","page","hexpthk"}
+
     def __init__(self):
         self.models = {}
-        self.shells = ['0', '1', '2', '3', '4', '5', '6', '7', '8', '9', '!o',
-        'cry', 'test', 'ace', 'yg', 'obr', 'tvm', 'dec', 'enc', 'b1_', 'base',
-        'bss', 'clr_uef', 'cursors', 'trs_age', 'engine', 'enigma', 'protect',
-        'nep', 'no_bbt', 'wpp_sf', 'retpol', 'rt', 'rwexec', 'rygs', 'poolmi',
-        's:@', 'pgae', 'proxy', 'wisevec', 'segm', 'transit', 'vmp', 'extjmp',
-        'upx', 'tracesup', 'res', 'lzma', 'malloc_h', 'miniex', 'ndr64', 'be',
-        'mssmixer', 'wow', 'press', 'fio', 'pad', 'hexpthk', 'h~;', 'icapsec',
-        'sanontcp', 'secur', 'asmstub', 'nsys_wr', 'orpc', 'pack', 'wow64svc',
-        'uedbg', 'viahw', 'data', 'zk', 'fothk', 'qihoo']#"""
+        self.suffix = {".com", ".exe", ".dll", ".sys", ".scr", ".bat", ".cmd", ".ps1", ".vbs", ".wsf"}
+        self.labels = ["Pefile/White", "Script/White", "Pefile/General", "Script/General"]
+        self.detect = {"Pefile/General", "Script/General"}
+        self.resize = (224, 224)
 
-    def load_model(self, file_path):
-        try:
-            ftype = os.path.splitext(file_path)[-1].lower()
-            if ftype in [".json", ".txt"]:
-                with open(file_path, 'r') as f:
-                    self.class_names = json.load(f)
-            elif ftype in [".onnx"]:
-                self.models[file_path] = onnxruntime.InferenceSession(file_path)
-            self.labels = self.class_names['Labels']
-            self.detect = self.class_names['Detect']
-            self.pixels = self.class_names['Pixels']
-            self.values = self.class_names['Values']
-            self.suffix = self.class_names['Suffix']
-        except Exception as e:
-            pass
+    def load_path(self, path):
+        for root, _, files in os.walk(path):
+            for file in files:
+                self.load_file(os.path.join(root, file))
 
-    def dl_scan(self, file_data):
+    def load_file(self, file):
+        if file.lower().endswith('.onnx'):
+            try:
+                self.models[file] = onnxruntime.InferenceSession(file)
+            except Exception:
+                return False
+
+    def is_valid_suffix(self, file_path):
+        return os.path.splitext(file_path)[-1].lower() in self.suffix
+
+    def model_scan(self, file_path):
         try:
-            label_similarities = {label: [] for label in self.labels}
-            image_data = self.preprocess_image(file_data, tuple(self.pixels))
-            image_array = numpy.asarray(image_data).astype('float32') / 255.0
-            image_expand = numpy.expand_dims(image_array, axis=(0, -1))
-            for model_name, model in self.models.items():
-                input_name = model.get_inputs()[0].name
-                pre_answers = model.run(None, {input_name: image_expand})[0][0]
+            if not self.models or not self.is_valid_suffix(file_path):
+                return False, False
+
+            model = next(iter(self.models.values()))
+            shape = model.get_inputs()[0].shape
+            channels = shape[-1] if shape[-1] in (1, 3) else (shape[1] if shape[1] in (1, 3) else 1)
+
+            file_sections = self.get_type(file_path)
+            if not file_sections:
+                return False, False
+
+            batch_images = [self.preprocess_image(data, self.resize, channels) for data in file_sections.values()]
+            arr = numpy.stack([numpy.asarray(img).astype('float32') / 255.0 for img in batch_images])
+            if arr.ndim == 3:
+                arr = arr[..., None]
+            if shape[-1] in (1, 3):
+                model_input = arr
+            elif shape[1] in (1, 3):
+                model_input = arr.transpose(0, 3, 1, 2)
+            else:
+                return False, False
+
+            input_name = model.get_inputs()[0].name
+            predictions = model.run(None, {input_name: model_input})[0]
+
+            label_scores = {label: [] for label in self.labels}
+            for pre_answers in predictions:
                 for k, score in enumerate(pre_answers):
-                    label_similarities[self.labels[k].strip()].append(score)
-            label_percentage = {label: (sum(similarities) / len(self.models)) * 100
-            for label, similarities in label_similarities.items()}
-            label, level = max(label_percentage.items(), key=lambda x: x[1])
-            return label, int(level)
-        except Exception as e:
+                    label_scores[self.labels[k]].append(score)
+            label_percentage = {label: (sum(scores)/len(scores))*100 for label, scores in label_scores.items() if scores}
+            if not label_percentage:
+                return False, False
+            best_label, best_conf = max(label_percentage.items(), key=lambda x: x[1])
+            if best_label in self.detect:
+                return best_label, int(best_conf)
+            return False, False
+        except Exception:
             return False, False
 
-    def preprocess_image(self, file_data, target_size):
-        wah = int(numpy.ceil(numpy.sqrt(len(file_data))))
-        file_data = numpy.frombuffer(file_data, dtype=numpy.uint8)
-        image_array = numpy.zeros((wah * wah,), dtype=numpy.uint8)
-        image_array[:len(file_data)] = file_data
-        image = Image.fromarray(image_array.reshape((wah, wah)), 'L')
-        return image.resize(target_size, Image.Resampling.NEAREST)
+    def preprocess_image(self, file_data, size, channels=1):
+        width, height = size
+        wah = int(numpy.ceil(numpy.sqrt(len(file_data) / channels)))
+        arr = numpy.frombuffer(file_data, dtype=numpy.uint8)
+        img = numpy.zeros(wah*wah*channels, dtype=numpy.uint8)
+        img[:len(file_data)] = arr
+        if channels == 1:
+            image = Image.fromarray(img.reshape((wah, wah)), 'L')
+        else:
+            image = Image.fromarray(img.reshape((wah, wah, channels)), 'RGB')
+        return image.resize((width, height), Image.Resampling.NEAREST)
+
+    def is_text_file(self, content, sample_size=1024):
+        raw = content[:sample_size]
+        if not raw:
+            return False
+        text_char = set(range(32, 127)) | {9, 10, 13}
+        nontext = sum(b not in text_char for b in raw)
+        return nontext / len(raw) < 0.15
 
     def get_type(self, file_path):
         match_data = {}
-        ftype = os.path.splitext(file_path)[-1].lower()
-        if ftype in self.suffix:
-            try:
-                with pefile.PE(file_path, fast_load=True) as pe:
-                    for section in pe.sections:
-                        section_name = section.Name.rstrip(b'\x00').decode('latin1')
-                        if (section.Characteristics & 0x00000020 and not
-                        any(shell in section_name.lower() for shell in self.shells)):
-                            match_data[section_name] = section.get_data()
-            except:
-                if ftype in [".bat", ".cmd", ".ps1", ".vbs", ".wsf", ".html", ".js", 
-                    ".txt", ".htm", ".hta", ".php", ".css", ".xml", ".json", ".wasm"]:
-                    with open(file_path, 'rb') as file:
-                        match_data[ftype] = file.read()
+        if not self.is_valid_suffix(file_path):
+            return match_data
+        try:
+            with pefile.PE(file_path, fast_load=True) as pe:
+                sec = pe.OPTIONAL_HEADER.DATA_DIRECTORY[pefile.DIRECTORY_ENTRY['IMAGE_DIRECTORY_ENTRY_SECURITY']]
+                if bool(sec.VirtualAddress and sec.Size):
+                    return {}
+                for section in pe.sections:
+                    name = section.Name.rstrip(b'\x00').decode('latin1').lower()
+                    if (section.Characteristics & 0x00000020) and name not in self.SHELLS:
+                        match_data[name] = section.get_data()
+        except pefile.PEFormatError:
+            with open(file_path, 'rb') as f:
+                file_content = f.read()
+            if self.is_text_file(file_content):
+                match_data[os.path.splitext(file_path)[-1].lower()] = file_content
         return match_data

PYAS_Language.py

@@ -1,60 +0,0 @@
-translate_dict = {
-    "zh_TW": {"已开启":"已開啟","已关闭":"已關閉","On":"已開啟","Off":"已關閉"},
-    "zh_CN": {"已開啟":"已开启","已關閉":"已关闭","On":"已开启","Off":"已关闭",
-              "軟體":"软件","檔案":"文件","確定":"确认","設定":"设置","關於":"关于",
-              "錯誤":"错误","實時":"实时","發現":"发现","關閉":"关闭","裝置":"设备",
-              "總數":"总数","註冊":"注册","圖標":"图标","路徑":"路径","網路":"网络",
-              "位元":"字节","彈窗":"弹窗","靈敏":"敏感","複製":"复制","開啟":"开启",
-              "訊":"讯","項":"项","掃":"扫","試":"试","黃":"黄","嗎":"吗","防":"保",
-              "鑰":"钥","當":"当","後":"后","護":"护","導":"导","區":"区","復":"复",
-              "攔":"拦","請":"请","統":"统","刪":"删","進":"进","個":"个","選":"选",
-              "啟":"启","監":"监","並":"并","徑":"径","盤":"盘","隱":"隐","動":"动",
-              "狀":"状","誌":"志","這":"这","會":"会","題":"题","擇":"择","語":"语",
-              "無":"无","顯":"显","變":"变","戶":"户","碼":"码","雲":"云","介":"界",
-              "稱":"称","類":"类","輸":"输","執":"执","數":"数","尋":"寻","網":"网",
-              "詢":"询","製":"制","員":"员","許":"许","條":"条","藍":"蓝","紅":"红",
-              "綠":"绿","態":"态","務":"务","連":"连","檢":"检","測":"测","關":"关",
-              "強":"强","驅":"驱","為":"为","腳":"脚","單":"单","開":"开","擴":"扩",
-              "惡":"恶","據":"据","庫":"库","經":"经","敗":"败","謝":"谢","別":"别",
-              "載":"载","誤":"误","報":"报","鏈":"链","竄":"窜","蹤":"踪","與":"与","記憶體":"内存",},
-    "en_US": {"已開啟":"On","已關閉":"Off","已开启":"On","已关闭":"Off","，":", ",
-              "立即刪除":"Delete Now","安全模式":"Safe Mode","官方網站":"Website ",
-              "腳本":"Script ","鏈式":"Chain ","記憶體":"Memory ","加載":"Load ",
-              "行為":"Behavior ","可疑":"Suspicious ","勒索":"Ransom ",
-              "許可條款":"License Terms ","惡意":"Malicious","可疑":"Suspicious",
-              "啟用":"Enable ","禁用":"Disable ","正在初始化中":"Initializing ",
-              "正在掃描":"Scanning ","正在刪除":"Deleting ","正在追蹤":"Tracking ",
-              "最小化到":"Minimize To ","靈敏度":"Sensitivity ","正在檢查":"Checking ",
-              "確定要":"Sure Want To ","引擎靈敏度":"Sensitivity ","更新":"Update ",
-              "白色主題":"White","黃色主題":"Yellow","紅色主題":"Red","語言":"Language ",
-              "藍色主題":"Blue","綠色主題":"Green","自定主題":"Custom","最新":"Latest ",
-              "特別感謝":"Contributors ","版本資訊":"Information","通訊":"Connect ",
-              "註冊表":"Registry ","退出":"Quit ","檔案":"File ","當前":"Currently ",
-              "狀態":"State ","掃描":"Scan ","工具":"Tools ","防護":"Protect ",
-              "失敗":"Failed ","請":"Please ","路徑":"Path ","方式":"Method ",
-              "需要":"Need ","病毒":"Virus ","選擇":"Select ","返回":"Back",
-              "受到":"Been ","錯誤":"Error","完成":"Complete ","引擎":"Engine ",
-              "托盤":"Tray ","圖標":"Icon ","不安全":"Unsafe","增強":"Enhance ",
-              "系統":"System ","雲端":"Cloud ","重啟":"Reboot ","修復":"Repair ",
-              "裝置":"Device ","發現":"Found ","成功":"Success ","清理":"Cleanup ",
-              "確定":"OK","執行":"Execute ","警告":"Warning ","使用":"Use ",
-              "網路":"Network ","變更":"Change ","總數":"Total","結束":"End ",
-              "選項":"Options ","監控":"Monitor ","連接":"Connect ","可以":"To ",
-              "進程":"Process ","攔截":"Block ","引導":"Boot ","刪除":"Delete ",
-              "分區":"Partition ","設定":"Settings","關於":"About","模式":"Mode ",
-              "提高":"Improve ","安全":"Security ","顯色":"Color ","主題":"Themes ",
-              "風險":"Risk ","介面":"GUI ","核心":"Core ","服務":"Services ",
-              "管理":"Manage","所有":"All ","您":"You ","取消":"Cancel ","未":"Not ",
-              "垃圾":"Junk ","位元":"byte ","本機":"Computer ","停止":"Stop ",
-              "增加到":"Add To ","白名單":"White List ","軟體":"Software ","正在":"",
-              "增加":"Add ","移除":"Delete","項目":"Items ","生成":"Create ","稱":"",
-              "複製":"Copy ","開啟":"Open ","此":"This ","並":"And ","全盤":"Full ",
-              "已經在":"Already ","數據庫":"Database ","誤報":"False Positive ",
-              "高":"High ","新":"New ","和":"And ","可能會":"Possible ","會":"Can ",
-              "日誌":"Log","已":"Has ","彈窗":"Window ","要":"To ","驅動":"Driver ",
-              "的":"","顯示":"","個":"","嗎":"","中":"","了":"","行":"","立即":"",
-              "密鑰":"Key ","檢測":"Detect ","製作":"Maker ","運行":"Running",
-              "擴展":"Extension ","套件":"Kit ","自動":"Auto ","上報":"Report ",
-              "分析":"Analysis ","自身":"Self ","其他":"Other ","配置":"Config ",
-              "丟失":"Lost ","網站":"Website ","不兼容":"Not Compatible ",
-              "竄改":"Tamper ","第三方":"Other ","與":"With ","  ":" "}}

PYAS_Suffixes.py

@@ -1,10 +0,0 @@
-file_types = [
-    ".exe",".dll",".sys",".com",".scr",
-    ".zip",".7z",".rar",".tar",".gz",
-    ".js",".bat",".cmd",".ps1",".vbs",
-    ".ppt",".pptx",".wps",".txt",".rtf",
-    ".pdf",".xls",".xlsx",".doc",".docx",
-    ".jpg",".jpeg",".png",".webp",".gif",
-    ".mp3",".wav",".aac",".ogg",".flac",
-    ".mp4",".avi",".mov",".wmv",".mkv",
-    ".aux",".cur",".mui",".ttf",".efi"]

PYAS_Version.py

@@ -2,7 +2,7 @@ import pyinstaller_versionfile
 
 pyinstaller_versionfile.create_versionfile(
 output_file="versionfile.txt",
-version='3.2.7',
+version='3.3.2',
 company_name="PYAS Security",
 file_description="Python Antivirus Software",
 internal_name="PYAS",

README.md

@@ -1,6 +1,8 @@
-# PYAS (Python Antivirus Software)
+# PYAS
 
-![PYAS](https://github.com/user-attachments/assets/39c273b9-c467-480a-a8b3-31714a6df3ef)
+Python antivirus software uses deep learning and behavioral monitoring to block threats!
+
+![PYAS_UI](https://github.com/user-attachments/assets/68765836-7272-482f-b8cd-d8ba728d88ab)
 
 ## Readme Language
 
@@ -10,65 +12,57 @@
 
 ## Requirements
 
+Python 3.10 is recommended. Other Python versions may require different pip commands.
+
 ```
-pip install pefile==2023.2.7
-pip install pyperclip==1.8.2
-pip install PyQt5==5.15.9
-pip install yara-python==4.5.1
-pip install numpy==2.1.1
+pip install numpy==1.26.4
 pip install onnxruntime==1.18.1
-pip install pillow==10.4.0
+pip install pefile==2023.2.7
+pip install Pillow==11.0.0
+pip install pyperclip==1.9.0
+pip install PySide6==6.9.1
+pip install requests==2.32.4
+pip install yara-python==4.5.4
 ```
 
 ## File Information
 
+The following lists the storage locations of all relevant code and other related documents.
+
 ```
 PYAS/
-├── Driver/ (Protect driver and Microsoft runtime)
-│   └── ...
+├── Engine/
+│   ├── Models/              # Directory for ONNX AI models
+│   └── Rules/               # Directory for YARA and network rules
 │
-├── Engine/ (Deep learn model and Yara database)
-│   └── ...
+├── Plugins/
+│   └── Filter/              # Windows kernel driver for security protection
 │
-├── Exten/ (Exten tools and System repair tools)
-│   └── ...
-│
-├── PYAS.py (Main PYAS program with qtui interaction and protect function)
-├── PYAS_Engine.py (Deep learning predict and yara rules file scanner)
-├── PYAS_Suffixes.py (including scan file suffixes and common suffixes)
-├── PYAS_Interface.py (Qt designer ui, must be matched with the main program)
-├── PYAS_Resource.py (status pictures, icon packages, and button icons)
-├── PYAS_Language.py (Traditional Chinese, Simplified Chinese and English)
-├── PYAS_Version.py (file information, version information, original name)
-└── ...
+├── PYAS.py                  # Main application and GUI interface
+├── PYAS_Config.py           # Configuration handling and global parameters
+├── PYAS_Engine.py           # YARA and ONNX Scanning engine
+├── PYAS_Interface.py        # User interface definitions and widget logic
+├── PYAS_Resource.py         # Static resource management
+├── PYAS_Version.py          # Packaging and version info
+└── ...                      # Other supplementary folders and files
 ```
 
-## Official Website
+## Packaged Releases
 
-https://pyantivirus.wixsite.com/pyas
-
-https://github.com/87owo/PYAS
-
-## Microsoft Runtime
-
-https://github.com/87owo/Microsoft_Runtime/releases
-
-## PYAS Driver
-
-https://github.com/0sha0/PYAS_Protection
-
-## MIT license
-
-https://github.com/87owo/PYAS/blob/main/LICENSE.md
+Packaged Releases Download: https://github.com/87owo/PYAS/releases
 
 ## Support System
 
-Windows 8.1, 10, 11 (64-bit), Ram 500MB, Rom 200MB or higher
+| Config    | Permissions   | System version | Available memory | Available storage |
+|-----------|---------------|----------------|------------------|-------------------|
+| Minimum   | Administrator | Windows 8.1    | 200MB            | 100MB             |
+| Recommend | Administrator | Windows 10     | 300MB            | 200MB             |
+| Optimal   | Administrator | Windows 11     | 500MB            | 200MB             |
 
-Other systems may experience software malfunctions or crash
+## Official Website
 
-## Special Thanks
+https://github.com/87owo/PYAS
 
-Wix, mtkiao129, 0sha0, AV-T Team of LisectGroup
+## Project License
 
-Copyright© 2020~2025 PYAS Security By 87owo
+https://github.com/87owo/PYAS/blob/main/LICENSE.md

README_zh_CN.md

@@ -1,40 +1,37 @@
 # PYAS (Python 杀毒软件)
 
-![PYAS](https://github.com/user-attachments/assets/39c273b9-c467-480a-a8b3-31714a6df3ef)
+![PYAS_UI](https://github.com/user-attachments/assets/68765836-7272-482f-b8cd-d8ba728d88ab)
 
 ## 安装要求
 
 ```
-pip install pefile==2023.2.7
-pip install pyperclip==1.8.2
-pip install PyQt5==5.15.9
-pip install yara-python==4.5.1
-pip install numpy==2.1.1
+pip install numpy==1.26.4
 pip install onnxruntime==1.18.1
-pip install pillow==10.4.0
+pip install pefile==2023.2.7
+pip install Pillow==11.0.0
+pip install pyperclip==1.9.0
+pip install PySide6==6.9.1
+pip install requests==2.32.4
+pip install yara-python==4.5.4
 ```
 
 ## 文件信息
 
 ```
 PYAS/
-├── Driver/ (驱动保护和微软运行库)
-│   └── ...
-│
-├── Engine/ (深度学习和规则数据库)
-│   └── ...
-│
-├── Exten/ (扩展功能与系统修复工具)
-│   └── ...
-│
-├── PYAS.py (PYAS主程序含界面交互与保护功能)
-├── PYAS_Engine.py (深度学习预测和规则扫描器)
-├── PYAS_Suffixes.py (获取扫描或事件文件的后缀)
-├── PYAS_Interface.py (搭配主程序的Qt设计介面)
-├── PYAS_Resource.py (状态图片和图标和按钮图片)
-├── PYAS_Language.py (繁体中文和简体中文和英文翻译)
-├── PYAS_Version.py (版本和讯息名称和打包文件名)
-└── ...
+├── PYAS.py                  # 主程序，提供 PySide6 视觉化操作介面
+├── PYAS_Config.py           # 设定档处理与全域参数管理
+├── PYAS_Engine.py           # 扫描引擎，整合 YARA 规则与 ONNX AI 模型
+├── PYAS_Interface.py        # UI 介面定义与元件交互
+├── PYAS_Resource.py         # 资源档与静态资源管理
+├── PYAS_Version.py          # 程式版本与打包资讯
+├── Engine/
+│   ├── Models/              # AI 模型（ONNX 格式）存放目录
+│   └── Rules/               # YARA 规则与网路规则存放目录
+├── Plugins/
+│   └── Filter/              # 驱动程式目录
+│       └── PYAS_Driver.sys  # Windows 驱动程式（系统保护用）
+└── ...                      # 其它辅助资料夹与档案
 ```
 
 ## 官方网页
@@ -47,17 +44,13 @@ https://github.com/87owo/PYAS
 
 https://github.com/87owo/Microsoft_Runtime/releases
 
-## 驱动程序
-
-https://github.com/0sha0/PYAS_Protection
-
 ## 开源协议
 
 https://github.com/87owo/PYAS/blob/main/LICENSE.md
 
 ## 支援系统
 
-Windows 8.1, 10, 11 (64-bit), 内存 500MB, 存储 200MB 或更高
+Windows 10, 11 (64-bit), 内存 500MB, 存储 200MB 或更高
 
 其他系统或版本可能会遇到软体功能故障或程序崩溃
 

README_zh_TW.md

@@ -1,40 +1,37 @@
 # PYAS (Python 防毒軟體)
 
-![PYAS](https://github.com/user-attachments/assets/39c273b9-c467-480a-a8b3-31714a6df3ef)
+![PYAS_UI](https://github.com/user-attachments/assets/68765836-7272-482f-b8cd-d8ba728d88ab)
 
 ## 安裝要求
 
 ```
-pip install pefile==2023.2.7
-pip install pyperclip==1.8.2
-pip install PyQt5==5.15.9
-pip install yara-python==4.5.1
-pip install numpy==2.1.1
+pip install numpy==1.26.4
 pip install onnxruntime==1.18.1
-pip install pillow==10.4.0
+pip install pefile==2023.2.7
+pip install Pillow==11.0.0
+pip install pyperclip==1.9.0
+pip install PySide6==6.9.1
+pip install requests==2.32.4
+pip install yara-python==4.5.4
 ```
 
 ## 檔案資訊
 
 ```
 PYAS/
-├── Driver/ (驅動防護和微軟運行庫)
-│   └── ...
-│
-├── Engine/ (深度學習和規則數據庫)
-│   └── ...
-│
-├── Exten/ (擴展功能與系統修復工具)
-│   └── ...
-│
-├── PYAS.py (PYAS主程序含介面交互與防護功能)
-├── PYAS_Engine.py (深度學習預測和規則掃描器)
-├── PYAS_Suffixes.py (獲取掃描或事件檔案的副檔名)
-├── PYAS_Interface.py (搭配主程序的Qt設計介面)
-├── PYAS_Resource.py (狀態圖片圖標和按鈕圖片)
-├── PYAS_Language.py (繁體中文和簡體中文和英文翻譯)
-├── PYAS_Version.py (檔案版本和訊息名稱和打包檔名)
-└── ...
+├── PYAS.py                  # 主程式，提供 PySide6 視覺化操作介面
+├── PYAS_Config.py           # 設定檔處理與全域參數管理
+├── PYAS_Engine.py           # 掃描引擎，整合 YARA 規則與 ONNX AI 模型
+├── PYAS_Interface.py        # UI 介面定義與元件交互
+├── PYAS_Resource.py         # 資源檔與靜態資源管理
+├── PYAS_Version.py          # 程式版本與打包資訊
+├── Engine/
+│   ├── Models/              # AI 模型（ONNX 格式）存放目錄
+│   └── Rules/               # YARA 規則與網路規則存放目錄
+├── Plugins/
+│   └── Filter/              # 驅動程式目錄
+│       └── PYAS_Driver.sys  # Windows 驅動程式（系統保護用）
+└── ...                      # 其它輔助資料夾與檔案
 ```
 
 ## 官方網頁
@@ -47,17 +44,13 @@ https://github.com/87owo/PYAS
 
 https://github.com/87owo/Microsoft_Runtime/releases
 
-## 驅動程式
-
-https://github.com/0sha0/PYAS_Protection
-
 ## 開源協議
 
 https://github.com/87owo/PYAS/blob/main/LICENSE.md
 
 ## 支援系統
 
-Windows 8.1, 10, 11 (64-bit),記憶體 500MB, 磁碟容量 200MB 或更高
+Windows 10, 11 (64-bit),記憶體 500MB, 磁碟容量 200MB 或更高
 
 其他系統或版本可能會遇到軟體功能故障或程序崩潰