Update README.md

Engine/Model/PYAS_Model.json

@@ -8,5 +8,5 @@
 
     "Pixels": [224, 224], 
 
-    "Values": 85
+    "Values": 90
 }

Extens/Repair/Repair_Regedit.reg

@@ -0,0 +1,117 @@
+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

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

Extens/Tools/Tools.txt

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

PYAS.py

@@ -52,7 +52,7 @@ class MainWindow_Controller(QMainWindow):
         self.pyas = sys.argv[0].replace("\\", "/")
         self.dir = os.path.dirname(self.pyas)
         self.pyae_version = "AI Engine"
-        self.pyas_version = "3.2.4"
+        self.pyas_version = "3.2.5"
         self.first_startup = True
         self.init_tray_icon()
         self.init_data_base()
@@ -91,6 +91,7 @@ class MainWindow_Controller(QMainWindow):
         try:
             self.ntdll = ctypes.WinDLL('ntdll', use_last_error=True)
             self.psapi = ctypes.WinDLL('Psapi', use_last_error=True)
+            self.user32 = ctypes.WinDLL('user32', use_last_error=True)
             self.kernel32 = ctypes.WinDLL('kernel32', use_last_error=True)
             self.advapi32 = ctypes.WinDLL('advapi32', use_last_error=True)
             self.iphlpapi = ctypes.WinDLL('iphlpapi', use_last_error=True)
@@ -112,13 +113,13 @@ class MainWindow_Controller(QMainWindow):
     def init_data_base(self):
         try:
             self.model = DLScan()
-            data_path = os.path.join(self.dir, "Model")
+            data_path = os.path.join(self.dir, "Engine/Model")
             for root, dirs, files in os.walk(data_path):
                 for file in files:
                     file_path = os.path.join(root, file)
                     self.model.load_model(file_path)
             self.rules = YRScan()
-            data_path = os.path.join(self.dir, "Rules") 
+            data_path = os.path.join(self.dir, "Engine/Rules") 
             for root, dirs, files in os.walk(data_path):
                 for file in files:
                     file_path = os.path.join(root, file)
@@ -409,7 +410,7 @@ class MainWindow_Controller(QMainWindow):
                 self.ui.Navigation_Bar.setStyleSheet("QWidget#Navigation_Bar {background-color:rgb(250,250,220);}")
             elif self.ui.Theme_Customize.isChecked():
                 if not os.path.exists(os.path.join(self.json["theme_color"],"Color.ini")):
-                    path = str(QFileDialog.getExistingDirectory(self,self.trans("自定主題"),"C:/"))
+                    path = str(QFileDialog.getExistingDirectory(self,self.trans("自定主題"),""))
                     if path and os.path.exists(os.path.join(path,"Color.ini")):
                         self.json["theme_color"] = path
                 with open(os.path.join(self.json["theme_color"],"Color.ini"), "r") as f:
@@ -913,8 +914,8 @@ class MainWindow_Controller(QMainWindow):
 
     def file_scan(self):
         try:
-            file = str(QFileDialog.getOpenFileName(self,self.trans("病毒掃描"),"C:/")[0])
-            if file and file not in self.whitelist and file != self.pyas:
+            file = str(QFileDialog.getOpenFileName(self,self.trans("病毒掃描"),"")[0])
+            if file and not self.check_whitelist(file):
                 self.init_scan()
                 self.scan_thread = Thread(target=self.write_scan,
                 args=(self.start_scan(file),file,), daemon=True)
@@ -928,8 +929,8 @@ class MainWindow_Controller(QMainWindow):
 
     def path_scan(self):
         try:
-            path = str(QFileDialog.getExistingDirectory(self,self.trans("病毒掃描"),"C:/"))
-            if path:
+            path = str(QFileDialog.getExistingDirectory(self,self.trans("病毒掃描"),""))
+            if path and not self.check_whitelist(path):
                 self.init_scan()
                 self.scan_thread = Thread(target=self.traverse_path, args=(path,), daemon=True)
                 self.scan_thread.start()
@@ -962,7 +963,7 @@ class MainWindow_Controller(QMainWindow):
                     break
                 elif os.path.isdir(file):
                     self.traverse_path(file)
-                elif file != self.pyas and file not in self.whitelist:
+                elif not self.check_whitelist(file):
                     QMetaObject.invokeMethod(self.ui.Virus_Scan_title, "setText",
                     Qt.QueuedConnection, Q_ARG(str, self.trans("正在掃描")))
                     QMetaObject.invokeMethod(self.ui.Virus_Scan_text, "setText",
@@ -1006,81 +1007,62 @@ class MainWindow_Controller(QMainWindow):
 
     def open_registry_key(self, hkey, subkey, access=0xF003F):
         key_handle = ctypes.wintypes.HANDLE()
-        result = self.advapi32.RegOpenKeyExW(hkey, subkey, 0, access, ctypes.byref(key_handle))
-        return key_handle
-
-    def set_registry_value(self, hkey, subkey, value_name, value_type, value):
-        key_handle = self.open_registry_key(hkey, subkey)
-        self.advapi32.RegSetValueExW(key_handle, value_name, 0,
-        value_type, ctypes.create_unicode_buffer(value), len(value) * 2)
-        self.advapi32.RegCloseKey(key_handle)
-
-    def delete_registry_value(self, key_handle, value_name):
-        try:
-            result = self.advapi32.RegDeleteValueW(key_handle, value_name)
-            if result == 0 and self.track_proc:
-                self.kill_process("註冊表攔截", *self.track_proc)
-        except Exception as e:
-            pass
+        if self.advapi32.RegOpenKeyExW(hkey, subkey, 0, access, ctypes.byref(key_handle)) == 0:
+            return key_handle
+        return None
 
     def delete_registry_key(self, hkey, subkey):
-        try:
-            result = self.advapi32.RegDeleteKeyW(hkey, subkey)
-            if result == 0 and self.track_proc:
-                self.kill_process("註冊表攔截", *self.track_proc)
-        except Exception as e:
-            pass
+        if self.advapi32.RegDeleteKeyW(hkey, subkey) == 0 and self.track_proc:
+            self.kill_process("註冊表攔截", *self.track_proc)
 
-    def create_registry_keys(self, keys):
-        for hkey, subkey in keys:
-            key_handle = ctypes.wintypes.HANDLE()
+    def create_registry_keys(self, hkey, subkey):
+        key_handle = self.open_registry_key(hkey, subkey)
+        if key_handle:
             self.advapi32.RegCreateKeyExW(hkey, subkey, 0, None, 0, 0xF003F, None, ctypes.byref(key_handle), None)
+        self.advapi32.RegCloseKey(key_handle)
+
+    def set_registry_value(self, hkey, subkey, value_name, value_data):
+        key_handle = self.open_registry_key(hkey, subkey)
+        if key_handle:
+            self.advapi32.RegSetValueExW(key_handle, value_name, 0, 1, value_data, (len(value_data) + 1) * 2)
+        self.advapi32.RegCloseKey(key_handle)
+
+    def delete_registry_value(self, hkey, subkey, value_name):
+        key_handle = self.open_registry_key(hkey, subkey)
+        if key_handle and self.advapi32.RegDeleteValueW(key_handle, value_name) == 0 and self.track_proc:
+            self.kill_process("註冊表攔截", *self.track_proc)
+        self.advapi32.RegCloseKey(key_handle)
 
     def repair_system_restrict(self):
-        try:
-            permissions = ["NoControlPanel", "NoDrives", "NoFileMenu", "NoFind", "NoRealMode", "NoRecentDocsMenu","NoSetFolders",
-            "NoSetFolderOptions", "NoViewOnDrive", "NoClose", "NoRun", "NoDesktop", "NoLogOff", "NoFolderOptions", "RestrictRun",
-            "NoViewContexMenu", "HideClock", "NoStartMenuMorePrograms", "NoStartMenuMyGames", "NoStartMenuMyMusic", "DisableCMD",
-            "NoWinKeys", "StartMenuLogOff", "NoSimpleNetlDList", "NoLowDiskSpaceChecks", "DisableLockWorkstation", "Restrict_Run", 
-            "DisableTaskMgr", "DisableRegistryTools", "DisableChangePassword", "Wallpaper", "NoComponents", "NoAddingComponents",
-            "NoStartMenuPinnedList", "NoActiveDesktop", "NoSetActiveDesktop", "NoActiveDesktopChanges", "NoChangeStartMenu",
-            "NoFavoritesMenu", "NoRecentDocsHistory", "NoSetTaskbar", "NoSMHelp", "NoTrayContextMenu", "NoViewContextMenu", 
-            "NoManageMyComputerVerb", "NoWindowsUpdate", "ClearRecentDocsOnExit", "NoStartMenuNetworkPlaces"]
-            keys_to_create = [(0x80000001, r"Software\Policies\Microsoft\MMC"),
-            (0x80000001, r"Software\Policies\Microsoft\MMC\{8FC0B734-A0E1-11D1-A7D3-0000F87571E3}"),
-            (0x80000001, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\Explorer"),
-            (0x80000001, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\System"),
-            (0x80000001, r"SOFTWARE\Policies\Microsoft\Windows\System"),
-            (0x80000002, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\Explorer"),
-            (0x80000002, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\System"),
-            (0x80000002, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\ActiveDesktop"),
-            (0x80000002, r"SOFTWARE\Policies\Microsoft\Windows\System")]
-            self.create_registry_keys(keys_to_create)
-            for hkey, subkey in keys_to_create:
-                try:
-                    key_handle = self.open_registry_key(hkey, subkey)
-                    for perm in permissions:
-                        self.delete_registry_value(key_handle, perm)
-                    self.advapi32.RegCloseKey(key_handle)
-                except:
-                    pass
-        except:
-            pass
-
-    def repair_system_file_icon(self):
-        try:
-            self.set_registry_value(0x80000000, 'exefile', 'DefaultIcon', 1, '%1')
-        except Exception as e:
-            pass
-        try:
-            self.set_registry_value(0x80000002, r'SOFTWARE\Classes\exefile', 'DefaultIcon', 1, '%1')
-        except Exception as e:
-            pass
+        permissions = ["NoControlPanel", "NoDrives", "NoFileMenu", "NoFind", "NoRealMode", "NoRecentDocsMenu","NoSetFolders",
+        "NoSetFolderOptions", "NoViewOnDrive", "NoClose", "NoRun", "NoDesktop", "NoLogOff", "NoFolderOptions", "RestrictRun",
+        "NoViewContexMenu", "HideClock", "NoStartMenuMorePrograms", "NoStartMenuMyGames", "NoStartMenuMyMusic", "DisableCMD",
+        "NoWinKeys", "StartMenuLogOff", "NoSimpleNetlDList", "NoLowDiskSpaceChecks", "DisableLockWorkstation", "Restrict_Run", 
+        "DisableTaskMgr", "DisableRegistryTools", "DisableChangePassword", "Wallpaper", "NoComponents", "NoAddingComponents",
+        "NoStartMenuPinnedList", "NoActiveDesktop", "NoSetActiveDesktop", "NoActiveDesktopChanges", "NoChangeStartMenu",
+        "NoFavoritesMenu", "NoRecentDocsHistory", "NoSetTaskbar", "NoSMHelp", "NoTrayContextMenu", "NoViewContextMenu", 
+        "NoManageMyComputerVerb", "NoWindowsUpdate", "ClearRecentDocsOnExit", "NoStartMenuNetworkPlaces"]
+        keys_to_create = [(0x80000001, r"Software\Policies\Microsoft\MMC"),
+        (0x80000001, r"Software\Policies\Microsoft\MMC\{8FC0B734-A0E1-11D1-A7D3-0000F87571E3}"),
+        (0x80000001, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\Explorer"),
+        (0x80000001, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\System"),
+        (0x80000001, r"SOFTWARE\Policies\Microsoft\Windows\System"),
+        (0x80000002, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\Explorer"),
+        (0x80000002, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\System"),
+        (0x80000002, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\ActiveDesktop"),
+        (0x80000002, r"SOFTWARE\Policies\Microsoft\Windows\System")]
+        for hkey, subkey in keys_to_create:
+            try:
+                self.create_registry_keys(hkey, subkey)
+                for value_name in permissions:
+                    self.delete_registry_value(hkey, subkey, value_name)
+            except:
+                print(e)
 
     def repair_system_image(self):
         try:
-            key_handle = self.open_registry_key(0x80000002,
-            r'SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options', 0xF003F)
+            image_file = r'SOFTWARE\Microsoft\Windows NT\CurrentVersion\Image File Execution Options'
+            key_handle = self.open_registry_key(0x80000002, image_file, 0xF003F)
             count = ctypes.wintypes.DWORD()
             self.advapi32.RegQueryInfoKeyW(key_handle, None, None, None,
             ctypes.byref(count), None, None, None, None, None, None, None)
@@ -1090,35 +1072,33 @@ class MainWindow_Controller(QMainWindow):
                     self.advapi32.RegEnumKeyW(key_handle, i, subkey_name, 256)
                     self.delete_registry_key(key_handle, subkey_name.value)
                 except Exception as e:
-                    pass
+                    print(e)
         except Exception as e:
             pass
 
+    def repair_system_file_icon(self):
+        try:
+            self.set_registry_value(0x80000000, 'exefile', 'DefaultIcon', '%1')
+            self.set_registry_value(0x80000002, r'SOFTWARE\Classes\exefile', 'DefaultIcon', '%1')
+        except:
+            pass
+
     def repair_system_file_type(self):
-        try:
-            data = [('.exe', 'exefile'), ('exefile', 'Application')]
-            key_handle = self.open_registry_key(0x80000002, r'SOFTWARE\Classes', 0xF003F)
-            for ext, value in data:
-                self.set_registry_value(0x80000002, ext, '', 1, value)
-            self.advapi32.RegCloseKey(key_handle)
-            key_handle = self.open_registry_key(0x80000001, r'SOFTWARE\Classes', 0xF003F)
-            for ext, value in data:
-                self.set_registry_value(0x80000001, ext, '', 1, value)
-                self.set_registry_value(0x80000001, ext + r'\shell\open\command', '', 1, '"%1" %*')
-            self.advapi32.RegCloseKey(key_handle)
-        except Exception as e:
-            pass
+        for hkey in [0x80000002, 0x80000001, 0x80000000]:
+            for ext, value in [('.exe', 'exefile'), ('exefile', 'Application')]:
+                try:
+                    self.set_registry_value(hkey, r'SOFTWARE\Classes', ext, value)
+                    self.set_registry_value(hkey, f'{ext}\\shell\\open\\command', '', '"%1" %*')
+                except:
+                    pass
 
     def repair_system_wallpaper(self):
         try:
-            key_handle = self.open_registry_key(0x80000001, r"Control Panel\Desktop", 0xF003F)
-            self.advapi32.RegSetValueExW(key_handle, "Wallpaper", 0, 1,
-            ctypes.create_unicode_buffer('C:/Windows/web/wallpaper/windows/img0.jpg'),
-            len('C:/Windows/web/wallpaper/windows/img0.jpg') * 2)
-            self.advapi32.RegCloseKey(key_handle)
-            ctypes.windll.user32.SystemParametersInfoW(20, 0, 'C:/Windows/web/wallpaper/windows/img0.jpg', 2)
+            wallpaper = "C:/Windows/web/wallpaper/windows/img0.jpg"
+            self.set_registry_value(0x80000001, "Wallpaper", ctypes.create_unicode_buffer(wallpaper), wallpaper)
+            self.user32.SystemParametersInfoW(20, 0, wallpaper, 2)
         except Exception as e:
-            pass
+            print(e)
 
     def clean_system(self):
         try:
@@ -1148,7 +1128,7 @@ class MainWindow_Controller(QMainWindow):
 
     def add_white_list(self):
         try:
-            file = str(QFileDialog.getOpenFileName(self,self.trans("增加到白名單"),"C:/")[0]).replace("\\", "/")
+            file = str(QFileDialog.getExistingDirectory(self,self.trans("增加到白名單"),"")).replace("\\", "/")
             if file and file not in self.whitelist:
                 if self.question_event("您確定要增加到白名單嗎?"):
                     self.whitelist.append(file)
@@ -1194,17 +1174,17 @@ class MainWindow_Controller(QMainWindow):
         Thread(target=self.block_software_window, daemon=True).start()
 
     def get_foreground_window_title(self):
-        hWnd = ctypes.windll.user32.GetForegroundWindow()
-        length = ctypes.windll.user32.GetWindowTextLengthW(hWnd)
+        hWnd = self.user32.GetForegroundWindow()
+        length = self.user32.GetWindowTextLengthW(hWnd)
         title = ctypes.create_unicode_buffer(length + 1)
-        ctypes.windll.user32.GetWindowTextW(hWnd, title, length + 1)
+        self.user32.GetWindowTextW(hWnd, title, length + 1)
         return str(title.value)
 
     def find_window_by_name(self, window_name):
-        return ctypes.windll.user32.FindWindowW(None, ctypes.create_unicode_buffer(window_name))
+        return self.user32.FindWindowW(None, ctypes.create_unicode_buffer(window_name))
 
     def post_close_message(self, hWnd):
-        ctypes.windll.user32.PostMessageW(hWnd, 274, 61536, 0)
+        self.user32.PostMessageW(hWnd, 274, 61536, 0)
 
     def block_software_window(self):
         while self.block_window:
@@ -1212,7 +1192,7 @@ class MainWindow_Controller(QMainWindow):
                 time.sleep(0.2)
                 for window_name in self.blocklist:
                     hWnd = self.find_window_by_name(window_name)
-                    if hWnd != 0:  # 如果找到窗口
+                    if hWnd != 0:
                         self.post_close_message(hWnd)
             except Exception as e:
                 pass
@@ -1328,7 +1308,7 @@ class MainWindow_Controller(QMainWindow):
 
     def protect_drv_init(self):
         try:
-            file_path = os.path.join(self.dir, "Driver").replace("\\", "/")
+            file_path = os.path.join(self.dir, "Driver/Protect").replace("\\", "/")
             if os.path.exists(file_path):
                 if self.ui.Protection_switch_Button_4.text() == self.trans("已開啟"):
                     result = Popen("sc stop PYAS_Driver", shell=True, stdout=PIPE, stderr=PIPE).wait()
@@ -1423,16 +1403,23 @@ class MainWindow_Controller(QMainWindow):
         try:
             h_process = self.kernel32.OpenProcess(0x1F0FFF, False, pid)
             file = self.get_process_file(h_process).replace("\\", "/")
-            if file != self.pyas and file not in self.whitelist:
+            if os.path.exists(file) and not self.check_whitelist(file):
                 self.lock_process(h_process, True)
                 if self.start_scan(file):
                     self.kill_process("病毒攔截", h_process, file)
-                elif ":/Windows" not in file and os.path.exists(file):
+                elif ":/Windows" not in file and ":/Program" not in file:
                     self.track_proc = (h_process, file)
             self.lock_process(h_process, False)
         except:
             self.lock_process(h_process, False)
 
+    def check_whitelist(self, file):
+        path = os.path.dirname(file)
+        for whitefile in self.whitelist:
+            if whitefile in path:
+                return True
+        return False
+
     def kill_process(self, info, h_process, file):
         try:
             self.kernel32.TerminateProcess(h_process, 0)

PYAS_Engine.py

@@ -75,7 +75,7 @@ class DLScan:
                 pre_answers = model.run(None, {input_name: image_expand})[0][0]
                 for k, score in enumerate(pre_answers):
                     label_similarities[self.labels[k].strip()].append(score)
-            label_percentage = {label: (sum(similarities) / len(image_expand)) * 100
+            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)

PYAS_Version.py

@@ -2,7 +2,7 @@ import pyinstaller_versionfile
 
 pyinstaller_versionfile.create_versionfile(
 output_file="versionfile.txt",
-version='3.2.4',
+version='3.2.5',
 company_name="PYAS Security",
 file_description="Python Antivirus Software",
 internal_name="PYAS",

README.md

@@ -11,11 +11,8 @@
 ## Requirements
 
 ```
-pip install psutil==5.9.5
 pip install pefile==2023.2.7
-pip install requests==2.31.0
 pip install pyperclip==1.8.2
-pip install pywin32==306
 pip install PyQt5==5.15.9
 pip install yara-python==4.5.1
 pip install numpy==2.1.1
@@ -27,26 +24,22 @@ pip install pillow==10.4.0
 
 ```
 PYAS/
-├── Driver/
-│   ├── PYAS_Driver.sys -------> Driver Protect (self protection driver for pyas by 0sha0)
+├── Driver/ (Protect driver and Microsoft runtime)
 │   └── ...
 │
-├── Model/
-│   ├── PYAS_Model.json -------> Virus Database (the database must be in the specified dir)
+├── Engine/ (Deep learn model and Yara database)
 │   └── ...
 │
-├── Rules/
-│   ├── Yara_Rules.yar ---------> Yara Rules (yara rules in plain text format)
-│   ├── Yara_Rules.yrc ---------> Compile Rules (yara rules in compiled format)
+├── Exten/ (Exten tools and System repair tools)
 │   └── ...
 │
-├── PYAS.py ---------------------> Main PYAS Program (including animation, scan, protect functions, ...)
-├── PYAS_Engine.py -------------> Conversion Database (used to transform profiles and forecast data)
-├── PYAS_Suffixes.py -----------> File Suffixes (including scanned file suffixes and common suffixes)
-├── PYAS_Interface.py ----------> PyQt5 Interface (use QT designer, must be matched with the main program)
-├── PYAS_Resource.py -----------> PyQt5 Resource (status pictures, icon packages, button icons, ...)
-├── PYAS_Language.py -----------> Translate Dict (Traditional Chinese, Simplified Chinese, English)
-├── PYAS_Version.py ------------> Pyinstaller (file information, version information, original name, ...)
+├── 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)
 └── ...
 ```
 
@@ -76,6 +69,6 @@ Other systems may experience software malfunctions or crash
 
 ## Special Thanks
 
-Wix, 0sha0, mtkiao129, AV-T Team of LisectGroup
+Wix, mtkiao129, 0sha0, AV-T Team of LisectGroup
 
 Copyright© 2020~2024 PYAS Security By 87owo

README_zh_CN.md

@@ -5,11 +5,8 @@
 ## 安装要求
 
 ```
-pip install psutil==5.9.5
 pip install pefile==2023.2.7
-pip install requests==2.31.0
 pip install pyperclip==1.8.2
-pip install pywin32==306
 pip install PyQt5==5.15.9
 pip install yara-python==4.5.1
 pip install numpy==2.1.1
@@ -21,26 +18,22 @@ pip install pillow==10.4.0
 
 ```
 PYAS/
-├── Driver/
-│   ├── PYAS_Driver.sys -------> 驱动程序 (0sha0 为 pyas 提供的自我保护驱动程序)
+├── Driver/ (驱动保护和微软运行库)
 │   └── ...
 │
-├── Model/
-│   ├── PYAS_Model.json -------> 病毒数据库 (数据库必须位于指定目录中)
+├── Engine/ (深度学习和规则数据库)
 │   └── ...
 │
-├── Rules/
-│   ├── Yara_Rules.yar ---------> Yara 规则 (纯文本格式的 yara 规则)
-│   ├── Yara_Rules.yrc ---------> 编译规则 (编译格式的 yara 规则)
+├── Exten/ (扩展功能与系统修复工具)
 │   └── ...
 │
-├── PYAS.py ---------------------> PYAS主程序（包含动画、扫描、保护等功能...）
-├── PYAS_Engine.py -------------> 转换数据库（用于转换剖面图和预报数据）
-├── PYAS_Suffixes.py -----------> 文件后缀（包含扫描文件后缀和常用后缀）
-├── PYAS_Interface.py ----------> PyQt5界面（使用QT设计器，需与主程序搭配使用）
-├── PYAS_Resource.py -----------> PyQt5资源（状态图片、图标包、按钮图标...）
-├── PYAS_Language.py -----------> 翻译词典（繁体中文、简体中文、英文）
-├── PYAS_Version.py ------------> 安裝信息（文件信息、版本信息、原名...）
+├── 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)
 └── ...
 ```
 
@@ -70,6 +63,6 @@ Windows 8.1, 10, 11 (64-bit), 内存 500MB, 存储 200MB 或更高
 
 ## 特别感谢
 
-360, Wix, VirusShare, mtkiao129, AV-T Team of LisectGroup
+Wix, mtkiao129, 0sha0, AV-T Team of LisectGroup
 
 Copyright© 2020~2024 PYAS Security By 87owo

README_zh_TW.md

@@ -5,11 +5,8 @@
 ## 安裝要求
 
 ```
-pip install psutil==5.9.5
 pip install pefile==2023.2.7
-pip install requests==2.31.0
 pip install pyperclip==1.8.2
-pip install pywin32==306
 pip install PyQt5==5.15.9
 pip install yara-python==4.5.1
 pip install numpy==2.1.1
@@ -21,26 +18,22 @@ pip install pillow==10.4.0
 
 ```
 PYAS/
-├── Driver/
-│   ├── PYAS_Driver.sys -------> 驅動程式 (0sha0 為 pyas 提供的自我保護驅動程式)
+├── Driver/ (驅動防護和微軟運行庫)
 │   └── ...
 │
-├── Model/
-│   ├── PYAS_Model.json -------> 病毒資料庫 (資料庫必須位於指定目錄)
+├── Engine/ (深度學習和規則數據庫)
 │   └── ...
 │
-├── Rules/
-│   ├── Yara_Rules.yar ---------> Yara 規則 (純文字格式的 yara 規則)
-│   ├── Yara_Rules.yrc ---------> 編譯規則 (編譯格式的 yara 規則)
+├── Exten/ (擴展功能與系統修復工具)
 │   └── ...
 │
-├── PYAS.py ---------------------> PYAS主程式（包含動畫、掃描、保護等功能...）
-├── PYAS_Engine.py -------------> 轉換資料庫（用於轉換剖面圖和預報資料）
-├── PYAS_Suffixes.py -----------> 文件後綴（包含掃描文件後綴和常用後綴）
-├── PYAS_Interface.py ----------> PyQt5介面（使用QT設計器，需與主程式搭配使用）
-├── PYAS_Resource.py -----------> PyQt5資源（狀態圖片、圖示包、按鈕圖示...）
-├── PYAS_Language.py -----------> 翻譯字典（繁體中文、簡體中文、英文）
-├── PYAS_Version.py ------------> 安裝資訊（檔案資訊、版本資訊、原名...）
+├── 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)
 └── ...
 ```
 
@@ -70,6 +63,6 @@ Windows 8.1, 10, 11 (64-bit),記憶體 500MB, 磁碟容量 200MB 或更高
 
 ## 特別感謝
 
-Wix, 0sha0, mtkiao129, AV-T Team of LisectGroup
+Wix, mtkiao129, 0sha0, AV-T Team of LisectGroup
 
 Copyright© 2020~2024 PYAS Security By 87owo