Delete PYAS_Function.7z

add Python module list

PYAS.py

@@ -3,11 +3,14 @@ import hashlib, pefile, socket, msvcrt
 import requests, pyperclip, win32file
 import win32gui, win32api, win32con
 import xml.etree.ElementTree as xmlet
-from PYAS_Scripts import scripts_list
-from PYAS_Function import function_list
+from PYAS_Database import model_dict
+from PYAS_Function_Virus import func_virus
+from PYAS_Function_Safe import func_safe
 from PYAS_Extension import slist, alist
 from PYAS_Language import translate_dict
 from PYAS_Interface import Ui_MainWindow
+from PYML import ListClassifier
+from binascii import hexlify
 from threading import Thread
 from PyQt5.QtWidgets import *
 from PyQt5.QtCore import *
@@ -19,22 +22,28 @@ class MainWindow_Controller(QMainWindow):
         self.setAttribute(Qt.WA_TranslucentBackground)
         self.setWindowFlags(Qt.FramelessWindowHint)
         self.pyas = str(sys.argv[0]).replace("\\", "/")
-        self.pyas_version = "2.8.6"
+        self.pyas_version = "2.9.7"
         self.ui = Ui_MainWindow()
         self.ui.setupUi(self)
         self.init_tray_icon()
+        self.init_data_base()
         self.init_virus_list()
         self.init_state_safe()
         self.init_config_path()
+        self.init_config_read()
+        self.init_config_json()
         self.init_config_list()
         self.init_config_boot()
-        self.init_config_json()
         self.init_config_qtui()
         self.init_change_lang()
         self.init_control()
         self.show_pyas_ui()
         self.init_threads()
 
+    def init_data_base(self):
+        self.ml = ListClassifier()
+        self.ml.load_model(model_dict)
+
     def init_threads(self):
         self.protect_proc_init()
         self.protect_file_init()
@@ -93,11 +102,18 @@ class MainWindow_Controller(QMainWindow):
         except:
             self.mbr_value = False
 
-    def init_config_json(self):
-        if not os.path.exists("C:/ProgramData/PYAS/PYAS.json"):
+    def init_config_read(self):
+        try:
+            if not os.path.exists("C:/ProgramData/PYAS/PYAS.json"):
+                self.write_config({"language":"en_US","high_sensitivity":0,"cloud_services":1})
+            with open("C:/ProgramData/PYAS/PYAS.json", "r", encoding="utf-8") as f:
+                self.json = json.load(f)
+        except:
             self.write_config({"language":"en_US","high_sensitivity":0,"cloud_services":1})
-        with open("C:/ProgramData/PYAS/PYAS.json", "r", encoding="utf-8") as f:
-            self.json = json.load(f)
+            with open("C:/ProgramData/PYAS/PYAS.json", "r", encoding="utf-8") as f:
+                self.json = json.load(f)
+
+    def init_config_json(self):
         self.high_sensitivity = self.json.get("high_sensitivity", 0)
         if self.high_sensitivity == 1:
             self.ui.high_sensitivity_switch_Button.setText(self.trans("已開啟"))
@@ -261,7 +277,7 @@ class MainWindow_Controller(QMainWindow):
         self.ui.Window_Block_Button.setText(self.trans("軟體彈窗攔截"))
         self.ui.Repair_System_Network_Button.setText(self.trans("系統網路修復"))
         self.ui.About_Back.setText(self.trans("返回"))
-        self.ui.PYAS_Version.setText(self.trans(f"PYAS V{self.pyas_version}"))
+        self.ui.PYAS_Version.setText(self.trans(f"PYAS V{self.pyas_version} (ML Engine Beta)"))
         self.ui.GUI_Made_title.setText(self.trans("介面製作:"))
         self.ui.GUI_Made_Name.setText(self.trans("mtkiao"))
         self.ui.Core_Made_title.setText(self.trans("核心製作:"))
@@ -297,21 +313,21 @@ class MainWindow_Controller(QMainWindow):
         if self.ui.Theme_White.isChecked():
             self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(240,240,240);}""")
             self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(230,230,230);}""")
-        elif self.ui.Theme_Red.isChecked():
-            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(255,150,150);}""")
-            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(255,140,140);}""")
         elif self.ui.Theme_Black.isChecked():
-            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(150,150,150);}""")
-            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(140,140,140);}""")
+            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(230,230,230);}""")
+            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(220,220,220);}""")
+        elif self.ui.Theme_Red.isChecked():
+            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(250,230,230);}""")
+            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(250,220,220);}""")
         elif self.ui.Theme_Green.isChecked():
-            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(150,255,150);}""")
-            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(130,255,130);}""")
+            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(230,250,230);}""")
+            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(220,250,220);}""")
         elif self.ui.Theme_Yellow.isChecked():
-            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(255,255,150);}""")
-            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(240,240,140);}""")
+            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(250,250,230);}""")
+            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(250,250,220);}""")
         elif self.ui.Theme_Blue.isChecked():
-            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(0,200,255);}""")
-            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(0,190,255);}""")
+            self.ui.Window_widget.setStyleSheet("""QWidget#Window_widget {background-color:rgb(230,250,250);}""")
+            self.ui.Navigation_Bar.setStyleSheet("""QWidget#Navigation_Bar {background-color:rgb(220,250,250);}""")
 
     def change_animation(self,widget):
         x, y = 170, widget.pos().y()
@@ -350,7 +366,7 @@ class MainWindow_Controller(QMainWindow):
         widget.setAutoFillBackground(True)
         self.timer = QTimer()
         self.timer.timeout.connect(self.timeout)
-        self.timer.start(0)
+        self.timer.start(2)
 
     def timeout(self):
         if self.opacity.i < 1:
@@ -457,7 +473,7 @@ class MainWindow_Controller(QMainWindow):
                 self.timer.stop()
         x, y = event.x(), event.y()
         if event.button()==Qt.LeftButton and x >= 10 and x <= 841 and y >= 10 and y <= 49:
-            self.m_flag=True
+            self.m_flag = True
             self.m_Position=event.globalPos()-self.pos()
             event.accept()
             self.timer = QTimer()
@@ -480,7 +496,7 @@ class MainWindow_Controller(QMainWindow):
                 self.setWindowOpacity(self.pyas_opacity/100)
             else:
                 self.timer.stop()
-        self.m_flag=False
+        self.m_flag = False
         self.setCursor(QCursor(Qt.ArrowCursor))
         self.timer = QTimer()
         self.timer.timeout.connect(update_opacity)
@@ -499,37 +515,46 @@ class MainWindow_Controller(QMainWindow):
         pat2.drawRoundedRect(rect, 1, 1)
 
     def show_pyas_ui(self):
+        def update_opacity():
+            if self.pyas_opacity <= 100:
+                self.pyas_opacity += 1
+                self.setWindowOpacity(self.pyas_opacity/100)
+            else:
+                self.timer.stop()
         self.show()
         self.pyas_opacity = 0
-        while self.pyas_opacity < 100:
-            time.sleep(0.001)
-            self.pyas_opacity += 1
-            self.setWindowOpacity(self.pyas_opacity/100)
-            QApplication.processEvents()
+        self.timer = QTimer()
+        self.timer.timeout.connect(update_opacity)
+        self.timer.start(2)
 
     def hide_pyas_ui(self):
-        while self.pyas_opacity > 0:
-            time.sleep(0.001)
-            self.pyas_opacity -= 1
-            self.setWindowOpacity(self.pyas_opacity/100)
-            QApplication.processEvents()
-        self.hide()
+        def update_opacity():
+            if self.pyas_opacity >= 0:
+                self.pyas_opacity -= 1
+                self.setWindowOpacity(self.pyas_opacity/100)
+            else:
+                self.timer.stop()
+                self.hide()
+        self.timer = QTimer()
+        self.timer.timeout.connect(update_opacity)
+        self.timer.start(2)
 
     def showMinimized(self):
-        self.hide_pyas_ui()
-        self.send_notify(self.trans("PYAS 已最小化到系統托盤圖標"))
+        if self.block_window:
+            self.hide_pyas_ui()
+            self.send_notify(self.trans("PYAS 已最小化到系統托盤圖標"))
 
     def closeEvent(self, event):
         if QMessageBox.warning(self,self.trans("警告"),self.trans("您確定要退出 PYAS 和所有防護嗎?"),QMessageBox.Yes|QMessageBox.No) == 16384:
-            self.hide_pyas_ui()
+            self.virus_scan_break()
             event.accept()
         else:
             event.ignore()
 
-    def bug_event(self, error):
+    def bug_event(self, text):
         try:
-            print(f"[Error] {error}")
-            QMessageBox.critical(self,self.trans("錯誤"),error,QMessageBox.Ok)
+            print(f"[Error] {text}")
+            QMessageBox.critical(self,self.trans("錯誤"), text, QMessageBox.Ok)
         except:
             pass
 
@@ -621,11 +646,7 @@ class MainWindow_Controller(QMainWindow):
             self.ui.Virus_Scan_text.setText(self.trans("正在初始化中"))
             QApplication.processEvents()
             for file in self.virus_list:
-                try:
-                    msvcrt.locking(self.virus_lock[file], msvcrt.LK_UNLCK, 0)
-                    os.close(self.virus_lock[file])
-                except:
-                    continue
+                self.unlock_file(file)
             self.scan_file = True
             self.init_virus_list()
             self.ui.Virus_Scan_Solve_Button.hide()
@@ -638,7 +659,7 @@ class MainWindow_Controller(QMainWindow):
 
     def Virus_Scan_output_menu(self, point):
         def copyPathFunc():
-            item_row = None
+            item_row = False
             for i in self.ui.Virus_Scan_output.selectedIndexes():
                 item_row = self.virus_list[i.row()]
             if item_row:
@@ -648,6 +669,20 @@ class MainWindow_Controller(QMainWindow):
         copyPath.triggered.connect(lambda: copyPathFunc())
         menu.exec_(self.ui.Virus_Scan_output.mapToGlobal(point))
 
+    def lock_file(self, file):
+        try:
+            self.virus_lock[file] = os.open(file, os.O_RDWR)
+            msvcrt.locking(self.virus_lock[file], msvcrt.LK_NBLCK, 0)
+        except:
+            pass
+
+    def unlock_file(self, file):
+        try:
+            msvcrt.locking(self.virus_lock[file], msvcrt.LK_UNLCK, 0)
+            os.close(self.virus_lock[file])
+        except:
+            pass
+
     def virus_solve(self):
         try:
             self.ui.Virus_Scan_Solve_Button.hide()
@@ -656,12 +691,10 @@ class MainWindow_Controller(QMainWindow):
                     if self.ui.Virus_Scan_output.findItems(file, Qt.MatchContains)[0].checkState() == Qt.Checked:
                         self.ui.Virus_Scan_text.setText(self.trans("正在刪除: ")+file)
                         QApplication.processEvents()
-                        msvcrt.locking(self.virus_lock[file], msvcrt.LK_UNLCK, 0)
-                        os.close(self.virus_lock[file])
+                        self.unlock_file(file)
                         os.remove(file)
                     else:
-                        msvcrt.locking(self.virus_lock[file], msvcrt.LK_UNLCK, 0)
-                        os.close(self.virus_lock[file])
+                        self.unlock_file(file)
                 except:
                     continue
             self.init_state_safe()
@@ -673,6 +706,7 @@ class MainWindow_Controller(QMainWindow):
 
     def write_scan(self, state, file):
         try:
+            self.lock_file(file)
             self.virus_list.append(file)
             self.virus_list_ui.append(f"[{state}] {file}")
             item = QListWidgetItem()
@@ -680,8 +714,6 @@ class MainWindow_Controller(QMainWindow):
             item.setFlags(item.flags() | Qt.ItemIsUserCheckable)
             item.setCheckState(Qt.Checked)
             self.ui.Virus_Scan_output.addItem(item)
-            self.virus_lock[file] = os.open(file, os.O_RDWR)
-            msvcrt.locking(self.virus_lock[file], msvcrt.LK_NBLCK, 0)
         except:
             pass
 
@@ -754,14 +786,18 @@ class MainWindow_Controller(QMainWindow):
             file_type = str(f".{file.split('.')[-1]}").lower()
             if self.high_sensitivity and file != self.pyas:
                 if self.api_scan(file):
-                    self.write_scan(self.trans("惡意"),file)
+                    self.write_scan(self.trans("Vir.cloud.md5"),file)
+                elif self.ml_scan(file):
+                    self.write_scan(self.trans("Sus.hdfile.ml"),file)
                 elif self.pe_scan(file):
-                    self.write_scan(self.trans("可疑"),file)
-            elif file_type in slist and self.sign_scan(file):
+                    self.write_scan(self.trans("Sus.pefile.he"),file)
+            elif file_type in slist and file != self.pyas:
                 if self.api_scan(file):
-                    self.write_scan(self.trans("惡意"),file)
+                    self.write_scan(self.trans("Vir.cloud.md5"),file)
+                elif self.ml_scan(file):
+                    self.write_scan(self.trans("Sus.hdfile.ml"),file)
                 elif self.pe_scan(file):
-                    self.write_scan(self.trans("可疑"),file)
+                    self.write_scan(self.trans("Sus.pefile.he"),file)
         except:
             pass
 
@@ -769,15 +805,15 @@ class MainWindow_Controller(QMainWindow):
         for fd in os.listdir(path):
             try:
                 file = str(os.path.join(path,fd)).replace("\\", "/")
-                self.ui.Virus_Scan_text.setText(self.trans(f"正在掃描: ")+file)
-                QApplication.processEvents()
                 if self.scan_file == False:
-                    return
+                    break
                 elif ":/Windows" in file:
                     continue
                 elif os.path.isdir(file):
                     self.traverse_path(file)
                 elif file not in self.whitelist:
+                    self.ui.Virus_Scan_text.setText(self.trans(f"正在掃描: ")+file)
+                    QApplication.processEvents()
                     self.start_scan(file)
                 gc.collect()
             except:
@@ -802,26 +838,58 @@ class MainWindow_Controller(QMainWindow):
         except:
             return True
 
-    def scr_scan(self, text):
-        try:
-            if os.path.isfile(text):
-                with open(text, "r", encoding="utf-8") as f:
-                    text = f.read()
-            return any(sn in str(text) for sn in scripts_list)
-        except:
-            return False
-
     def pe_scan(self, file):
         try:
+            fn = []
             with pefile.PE(file) as pe:
-                fn = []
                 for entry in pe.DIRECTORY_ENTRY_IMPORT:
                     for func in entry.imports:
                         try:
                             fn.append(str(func.name, "utf-8"))
                         except:
                             pass
-                return fn in function_list
+            max_vfl = []
+            for vfl in func_virus:
+                QApplication.processEvents()
+                max_vfl.append(len(set(fn)&set(vfl))/len(set(fn)|set(vfl)))
+            max_sfl = []
+            for sfl in func_safe:
+                QApplication.processEvents()
+                max_sfl.append(len(set(fn)&set(sfl))/len(set(fn)|set(sfl)))
+            if self.high_sensitivity:
+                return max(max_vfl) >= max(max_sfl)
+            elif "_CorExeMain" not in fn:
+                return max(max_vfl) >= max(max_sfl)
+            return False
+        except:
+            return False
+
+    def ml_scan(self, file):
+        try:
+            data = []
+            if os.path.getsize(file) <= 209715200:
+                with open(file, 'rb') as f:
+                    for block in iter(lambda: f.read(3),b''):
+                        QApplication.processEvents()
+                        data.append(str(hexlify(block),'utf-8'))
+            if self.high_sensitivity:
+                return self.ml.predict(data) == 1
+            elif self.sign_scan(file):
+                return self.ml.predict(data) == 1
+            return False
+        except:
+            return False
+
+    def scan_proc(self, value):
+        try:
+            if isinstance(value, int):
+                for entry in psutil.Process(value).memory_maps():
+                    file = entry.path.replace("\\", "/")
+                    if ":/Windows" not in file and ":/Program" not in file and "/AppData/" not in file:
+                        if self.api_scan(file) or self.pe_scan(file) or self.ml_scan(file):
+                            return True
+            elif self.api_scan(value) or self.pe_scan(value) or self.ml_scan(value):
+                return True
             return False
         except:
             return False
@@ -927,6 +995,8 @@ class MainWindow_Controller(QMainWindow):
                 for i in Permission:
                     try:
                         win32api.RegDeleteValue(key,i)
+                        self.proc.kill()
+                        self.send_notify(self.trans("惡意行為攔截: ")+self.proc.name().replace("\\", "/"))
                     except:
                         pass
                 win32api.RegCloseKey(key)
@@ -1151,28 +1221,28 @@ class MainWindow_Controller(QMainWindow):
             if p.pid not in existing_processes:
                 existing_processes.add(p.pid)
         while self.proc_protect:
-            time.sleep(0.1)
+            time.sleep(0.05)
             for p in psutil.process_iter():
                 try:
-                    if p.pid not in existing_processes:
+                    name, file, cmd = p.name(), p.exe().replace("\\", "/"), p.cmdline()
+                    if p.pid not in existing_processes and file not in self.whitelist:
                         existing_processes.add(p.pid)
-                        name, file, cmd = p.name(), p.exe().replace("\\", "/"), p.cmdline()
-                        if ":/Windows" in file or ":/Program" in file:
-                            if "powershell" in name and self.api_scan(cmd[-1].split("'")[-2]):
-                                p.kill()
-                                self.send_notify(self.trans("惡意腳本攔截: ")+name)
-                            elif "cmd.exe" in name and self.api_scan(" ".join(cmd[2:])):
-                                p.kill()
-                                self.send_notify(self.trans("惡意腳本攔截: ")+name)
-                            elif self.scr_scan(cmd) or self.api_scan(cmd[-1]):
-                                p.kill()
-                                self.send_notify(self.trans("惡意軟體攔截: ")+name)
-                        elif file != self.pyas and file not in self.whitelist:
-                            if self.sign_scan(file):
-                                self.proc = p
-                            if self.api_scan(file) or self.pe_scan(file):
-                                p.kill()
-                                self.send_notify(self.trans("惡意軟體攔截: ")+name)
+                        psutil.Process(p.pid).suspend()
+                        if "powershell" in name and self.scan_proc(cmd[-1].split("'")[-2]):
+                            p.kill()
+                            self.send_notify(self.trans("惡意腳本攔截: ")+str(cmd[-1].split("'")[-2]))
+                        elif "cmd.exe" in name and self.scan_proc(" ".join(cmd[2:])):
+                            p.kill()
+                            self.send_notify(self.trans("惡意腳本攔截: ")+str(" ".join(cmd[2:])))
+                        elif ":/Program" not in file and self.scan_proc(cmd[-1]):
+                            p.kill()
+                            self.send_notify(self.trans("惡意軟體攔截: ")+str(cmd[-1]))
+                        elif ":/Windows" not in file and self.scan_proc(p.pid):
+                            p.kill()
+                            self.send_notify(self.trans("惡意軟體攔截: ")+file)
+                        elif file != self.pyas and self.sign_scan(file):
+                            self.proc = p
+                        psutil.Process(p.pid).resume()
                         gc.collect()
                 except:
                     pass
@@ -1181,14 +1251,21 @@ class MainWindow_Controller(QMainWindow):
         hDir = win32file.CreateFile("C:/Users/",win32con.GENERIC_READ,win32con.FILE_SHARE_READ|win32con.FILE_SHARE_WRITE|win32con.FILE_SHARE_DELETE,None,win32con.OPEN_EXISTING,win32con.FILE_FLAG_BACKUP_SEMANTICS,None)
         self.ransom_block = False
         while self.file_protect:
-            for action, file in win32file.ReadDirectoryChangesW(hDir,1024,True,win32con.FILE_NOTIFY_CHANGE_FILE_NAME|win32con.FILE_NOTIFY_CHANGE_DIR_NAME|win32con.FILE_NOTIFY_CHANGE_ATTRIBUTES|win32con.FILE_NOTIFY_CHANGE_SIZE|win32con.FILE_NOTIFY_CHANGE_LAST_WRITE|win32con.FILE_NOTIFY_CHANGE_SECURITY,None,None):
+            for action, file in win32file.ReadDirectoryChangesW(hDir,1048576,True,win32con.FILE_NOTIFY_CHANGE_FILE_NAME|win32con.FILE_NOTIFY_CHANGE_DIR_NAME|win32con.FILE_NOTIFY_CHANGE_ATTRIBUTES|win32con.FILE_NOTIFY_CHANGE_SIZE|win32con.FILE_NOTIFY_CHANGE_LAST_WRITE|win32con.FILE_NOTIFY_CHANGE_SECURITY,None,None):
                 try:
-                    if action == 2 and str(f".{file.split('.')[-1]}").lower() in alist:
-                        if self.ransom_block and "AppData" not in file:
+                    full_path = str(f"C:/Users/{file}").replace("\\", "/")
+                    file_type = str(f".{full_path.split('.')[-1]}").lower()
+                    if action == 2 and "/AppData/" not in full_path and file_type in alist:
+                        if self.ransom_block:
                             self.proc.kill()
                             self.ransom_block = False
-                            self.send_notify(self.trans("勒索軟體攔截: ")+self.proc.name())
+                            self.send_notify(self.trans("勒索軟體攔截: ")+self.proc.exe().replace("\\", "/"))
                         self.ransom_block = True
+                    #elif action == 3 and "/AppData/" not in full_path and file_type in slist:
+                        #if os.path.getsize(full_path) <= 20971520:
+                            #if self.sign_scan(full_path) and self.api_scan(full_path):
+                                #self.lock_file(full_path)
+                                #self.send_notify(self.trans("惡意軟體攔截: ")+full_path)
                 except:
                     pass
 
@@ -1197,15 +1274,14 @@ class MainWindow_Controller(QMainWindow):
             try:
                 time.sleep(0.5)
                 with open(r"\\.\PhysicalDrive0", "r+b") as f:
-                    if self.mbr_value[510:512] == b'\x55\xAA':
-                        if f.read(512) != self.mbr_value:
-                            f.seek(0)
-                            f.write(self.mbr_value)
-                            self.proc.kill()
-                            self.send_notify(self.trans("惡意行為攔截: ")+self.proc.name())
-                    else:
+                    if self.mbr_value[510:512] != b'\x55\xAA':
                         self.proc.kill()
-                        self.send_notify(self.trans("惡意行為攔截: ")+self.proc.name())
+                        self.send_notify(self.trans("惡意行為攔截: ")+self.proc.exe().replace("\\", "/"))
+                    elif f.read(512) != self.mbr_value:
+                        f.seek(0)
+                        f.write(self.mbr_value)
+                        self.proc.kill()
+                        self.send_notify(self.trans("惡意行為攔截: ")+self.proc.exe().replace("\\", "/"))
             except:
                 pass
 
@@ -1224,10 +1300,11 @@ class MainWindow_Controller(QMainWindow):
         while self.net_protect:
             try:
                 time.sleep(0.5)
+                local_host = socket.gethostbyname(socket.gethostname())
                 for conn in self.proc.connections():
-                    if socket.gethostbyname(socket.gethostname()) == conn.laddr.ip:
+                    if conn.laddr.ip == local_host:
                         self.proc.kill()
-                        self.send_notify(self.trans("網路通訊攔截: ")+self.proc.name())
+                        self.send_notify(self.trans("網路通訊攔截: ")+self.proc.exe().replace("\\", "/"))
             except:
                 pass
 

PYAS_Extension.py

@@ -1,5 +1,5 @@
 slist = [".exe",".dll",".com",".msi",".scr",
-         ".bat",".cmd",".ps1",".vbs",".js"]
+         ".js",".bat",".cmd",".ps1",".vbs"]
 
 alist = [".ppt",".pptx",".wps",".txt",".rtf",
          ".pdf",".xls",".xlsx",".doc",".docx",

PYAS_Function.py

@@ -1 +0,0 @@
-function_list = [['LoadLibraryA', 'GetProcAddress', 'SetUnhandledExceptionFilter', 'GetCurrentProcess', 'TerminateProcess', 'IsProcessorFeaturePresent', 'QueryPerformanceCounter', 'GetCurrentProcessId', 'GetCurrentThreadId', 'GetSystemTimeAsFileTime', 'InitializeSListHead', 'IsDebuggerPresent', 'GetModuleHandleW', 'UnhandledExceptionFilter', 'GetDC', '?fill@?$basic_ios@DU?$char_traits@D@std@@@std@@QBEDXZ', '?put@?$basic_ostream@DU?$char_traits@D@std@@@std@@QAEAAV12@D@Z', '?_Osfx@?$basic_ostream@DU?$char_traits@D@std@@@std@@QAEXXZ', '?widen@?$basic_ios@DU?$char_traits@D@std@@@std@@QBEDD@Z', '??0?$basic_streambuf@DU?$char_traits@D@std@@@std@@IAE@XZ', '?getloc@?$basic_streambuf@DU?$char_traits@D@std@@@std@@QBE?AVlocale@2@XZ', '?sputc@?$basic_streambuf@DU?$char_traits@D@std@@@std@@QAEHD@Z', '?tie@?$basic_ios@DU?$char_traits@D@std@@@std@@QBEPAV?$basic_ostream@DU?$char_traits@D@std@@@2@XZ', '?flush@?$basic_ostream@DU?$char_traits@D@std@@@std@@QAEAAV12@XZ', '?unshift@?$codecvt@DDU_Mbstatet@@@std@@QBEHAAU_Mbstatet@@PAD1AAPAD@Z', '?setg@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IAEXPAD00@Z', '?_Init@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IAEXXZ', '?_Init@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IAEXPAPAD0PAH001@Z', '??0?$basic_ios@DU?$char_traits@D@std@@@std@@IAE@XZ', '??0?$basic_istream@DU?$char_traits@D@std@@@std@@QAE@PAV?$basic_streambuf@DU?$char_traits@D@std@@@1@_N@Z', '?in@?$codecvt@DDU_Mbstatet@@@std@@QBEHAAU_Mbstatet@@PBD1AAPBDPAD3AAPAD@Z', '?out@?$codecvt@DDU_Mbstatet@@@std@@QBEHAAU_Mbstatet@@PBD1AAPBDPAD3AAPAD@Z', '?eback@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IBEPADXZ', '?gptr@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IBEPADXZ', '?pptr@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IBEPADXZ', '?egptr@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IBEPADXZ', '?gbump@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IAEXH@Z', '?epptr@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IBEPADXZ', '?_Gndec@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IAEPADXZ', '?_Gninc@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IAEPADXZ', '?_Gnavail@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IBE_JXZ', '?pbump@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IAEXH@Z', '?_Pninc@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IAEPADXZ', '?_Getcat@?$codecvt@DDU_Mbstatet@@@std@@SAIPAPBVfacet@locale@2@PBV42@@Z', '?setstate@?$basic_ios@DU?$char_traits@D@std@@@std@@QAEXH_N@Z', '?rdbuf@?$basic_ios@DU?$char_traits@D@std@@@std@@QBEPAV?$basic_streambuf@DU?$char_traits@D@std@@@2@XZ', '??1?$basic_streambuf@DU?$char_traits@D@std@@@std@@UAE@XZ', '?showmanyc@?$basic_streambuf@DU?$char_traits@D@std@@@std@@MAE_JXZ', '?xsgetn@?$basic_streambuf@DU?$char_traits@D@std@@@std@@MAE_JPAD_J@Z', '?xsputn@?$basic_streambuf@DU?$char_traits@D@std@@@std@@MAE_JPBD_J@Z', '??1?$basic_ios@DU?$char_traits@D@std@@@std@@UAE@XZ', '??6?$basic_ostream@DU?$char_traits@D@std@@@std@@QAEAAV01@P6AAAV01@AAV01@@Z@Z', '??1?$basic_istream@DU?$char_traits@D@std@@@std@@UAE@XZ', '?read@?$basic_istream@DU?$char_traits@D@std@@@std@@QAEAAV12@PAD_J@Z', '?seekg@?$basic_istream@DU?$char_traits@D@std@@@std@@QAEAAV12@_JH@Z', '?tellg@?$basic_istream@DU?$char_traits@D@std@@@std@@QAE?AV?$fpos@U_Mbstatet@@@2@XZ', '?width@ios_base@std@@QAE_J_J@Z', '?width@ios_base@std@@QBE_JXZ', '?flags@ios_base@std@@QBEHXZ', '?good@ios_base@std@@QBE_NXZ', '?always_noconv@codecvt_base@std@@QBE_NXZ', '??Bid@locale@std@@QAEIXZ', '?sputn@?$basic_streambuf@DU?$char_traits@D@std@@@std@@QAE_JPBD_J@Z', '??1_Lockit@std@@QAE@XZ', '??0_Lockit@std@@QAE@H@Z', '?cout@std@@3V?$basic_ostream@DU?$char_traits@D@std@@@1@A', '?_Getgloballocale@locale@std@@CAPAV_Locimp@12@XZ', '?uncaught_exception@std@@YA_NXZ', '?_Xout_of_range@std@@YAXPBD@Z', '?id@?$codecvt@DDU_Mbstatet@@@std@@2V0locale@2@A', '?_Fiopen@std@@YAPAU_iobuf@@PBDHH@Z', '?_Xlength_error@std@@YAXPBD@Z', '?_Pnavail@?$basic_streambuf@DU?$char_traits@D@std@@@std@@IBE_JXZ', '_CxxThrowException', '__current_exception_context', '__std_exception_copy', '__std_exception_destroy', '__CxxFrameHandler3', 'memcpy', '__current_exception', 'memset', '_except_handler4_common', 'memmove', '_fseeki64', '__p__commode', 'fsetpos', 'ungetc', 'setvbuf', 'fgetpos', 'fwrite', '_set_fmode', '_get_stream_buffer_pointers', '__stdio_common_vfprintf', 'fgetc', 'fclose', 'fflush', '__acrt_iob_func', 'fputc', 'fread', '_lock_file', '_unlock_file', 'exit', '_exit', '_configure_narrow_argv', '__p___argc', '_initterm_e', '_cexit', '_c_exit', '_register_thread_local_exe_atexit_callback', '_initterm', '_set_app_type', '_get_initial_narrow_environment', '_seh_filter_exe', '_initialize_onexit_table', '_register_onexit_function', '_crt_atexit', '_controlfp_s', 'terminate', '_initialize_narrow_environment', '_invalid_parameter_noinfo_noreturn', '__p___argv', 'free', '_set_new_mode', 'malloc', '_callnewh', '__setusermatherr', '_configthreadlocale'], ['GetCurrentProcess', 'FindNextFileA', 'FindClose', 'GetSystemDirectoryA', 'DeleteFileA', 'SetFileAttributesA', 'ExitProcess', 'FLine truncated

PYAS_Interface.py

@@ -1,15 +1,8 @@
-# -*- coding: utf-8 -*-
-
-# Form implementation generated from reading ui file 'C:\Users\User\Documents\Project\Python\PYAS\Library\Qtui\PYAS_Interface.ui'
-#
-# Created by: PyQt5 UI code generator 5.15.9
-#
-# WARNING: Any manual changes made to this file will be lost when pyuic5 is
-# run again.  Do not edit this file unless you know what you are doing.
-
-
 from PyQt5 import QtCore, QtGui, QtWidgets
-
+from PyQt5.QtGui import *
+from PyQt5.QtCore import *
+from PyQt5.QtWidgets import *
+import sys, PYAS_Resource
 
 class Ui_MainWindow(object):
     def setupUi(self, MainWindow):
@@ -21,8 +14,7 @@ class Ui_MainWindow(object):
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         MainWindow.setFont(font)
         MainWindow.setFocusPolicy(QtCore.Qt.TabFocus)
-        icon = QtGui.QIcon()
-        icon.addPixmap(QtGui.QPixmap(":/icon/Icon.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
+        icon = QtGui.QIcon(QFileIconProvider().icon(QFileInfo(str(sys.argv[0]))))
         MainWindow.setWindowIcon(icon)
         MainWindow.setIconSize(QtCore.QSize(64, 64))
         MainWindow.setToolButtonStyle(QtCore.Qt.ToolButtonIconOnly)
@@ -831,7 +823,7 @@ class Ui_MainWindow(object):
         self.State_title.setAlignment(QtCore.Qt.AlignCenter)
         self.State_title.setObjectName("State_title")
         self.State_icon = QtWidgets.QLabel(self.State_widget)
-        self.State_icon.setGeometry(QtCore.QRect(250, 20, 171, 171))
+        self.State_icon.setGeometry(QtCore.QRect(250, 30, 171, 171))
         font = QtGui.QFont()
         font.setFamily("Microsoft YaHei")
         font.setPointSize(1)
@@ -860,38 +852,7 @@ class Ui_MainWindow(object):
         font.setStyleStrategy(QtGui.QFont.PreferAntialias)
         self.State_output.setFont(font)
         self.State_output.setAutoFillBackground(False)
-        self.State_output.setStyleSheet("QScrollBar:vertical\n"
-"{\n"
-"       border: none;\n"
-"       background: transparent;\n"
-"       width: 10px;\n"
-"}\n"
-" \n"
-"QScrollBar::handle:vertical\n"
-"{\n"
-"       background-color: rgba(200, 200, 200,1);\n"
-"       min-height: 30px;\n"
-"      border-radius:3px;\n"
-"      width: 6px;\n"
-"   }\n"
-" \n"
-"QScrollBar::add-line:vertical\n"
-"{\n"
-"       border: none;\n"
-"       height: 0px;\n"
-" }\n"
-" \n"
-" QScrollBar::sub-line:vertical\n"
-"{\n"
-"       border: none;\n"
-"       height: 0px;\n"
-"}\n"
-" \n"
-" QScrollBar::add-page:vertical,QScrollBar::sub-page:vertical\n"
-" {    \n"
-"    background:transparent;\n"
-"      border-radius:3px;\n"
-"}")
+        self.State_output.setStyleSheet("")
         self.State_output.setSizeAdjustPolicy(QtWidgets.QAbstractScrollArea.AdjustIgnored)
         self.State_output.setUndoRedoEnabled(True)
         self.State_output.setTextInteractionFlags(QtCore.Qt.TextSelectableByKeyboard|QtCore.Qt.TextSelectableByMouse)
@@ -1859,7 +1820,6 @@ class Ui_MainWindow(object):
         self.Language_Choose_widget_2.raise_()
         self.Theme_title.raise_()
         self.Protection_widget.raise_()
-        self.State_widget.raise_()
         self.Setting_widget.raise_()
         self.About_widget.raise_()
         self.Tools_widget.raise_()
@@ -1868,6 +1828,7 @@ class Ui_MainWindow(object):
         self.Virus_Scan_widget.raise_()
         self.Window_widget.raise_()
         self.Navigation_Bar.raise_()
+        self.State_widget.raise_()
         MainWindow.setCentralWidget(self.centralwidget)
 
         self.retranslateUi(MainWindow)
@@ -1909,14 +1870,7 @@ class Ui_MainWindow(object):
 "<html><head><meta name=\"qrichtext\" content=\"1\" /><style type=\"text/css\">\n"
 "p, li { white-space: pre-wrap; }\n"
 "</style></head><body style=\" font-family:\'Microsoft YaHei\'; font-size:11pt; font-weight:400; font-style:normal;\">\n"
-"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\">asdasas</p>\n"
-"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\">dasd</p>\n"
-"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\">a</p>\n"
-"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\">sd</p>\n"
-"<p style=\"-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\"><br /></p>\n"
-"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\">asd</p>\n"
-"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\">as</p>\n"
-"<p style=\" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\">dasd</p></body></html>"))
+"<p style=\"-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;\"><br /></p></body></html>"))
         self.State_log.setText(_translate("MainWindow", "日誌:"))
         self.About_Back.setText(_translate("MainWindow", "返回"))
         self.PYAS_Version.setText(_translate("MainWindow", "PYAS  v2.3.5"))
@@ -1962,11 +1916,8 @@ class Ui_MainWindow(object):
         self.Theme_Blue.setText(_translate("MainWindow", "藍色主題"))
         self.Theme_Red.setText(_translate("MainWindow", "紅色主題"))
         self.Theme_Green.setText(_translate("MainWindow", "綠色主題"))
-import PYAS_Resource
-
 
 if __name__ == "__main__":
-    import sys
     app = QtWidgets.QApplication(sys.argv)
     MainWindow = QtWidgets.QMainWindow()
     ui = Ui_MainWindow()

PYAS_Language.py

@@ -1,53 +1,53 @@
-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","誤報":"误报","複製":"复制",
-                            "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","訂":"订",
-                            "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","增":"增","單":"单","開":"开",
-                            "惡":"恶",},
-                  "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",
-                            "惡意檔案":"Virus ","惡意軟體":"Malware ","勒索軟體":"Ransom ",
-                            "惡意腳本":"Script ","惡意行為":"Behavior ","可疑軟體":"Suspicious ",
-                            "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 ","最小化到":"Minimize To ",
-                            "確定要":"Sure Want To ","靈敏度":"Sensitivity ","更新":"Update",
-                            "白色主題":"White","黑色主題":"Black","黃色主題":"Yellow","紅色主題":"Red",
-                            "藍色主題":"Blue","綠色主題":"Green","語言":"Language ","製作":"Make",
-                            "測試人員":"Testers","版本資訊":"Information","通訊":"Communication ",
-                            "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":"Enhanced ",
-                            "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 ","全盤":"Full ","取消":"Cancel ",
-                            "垃圾":"Junk ","位元":"byte ","本機":"Computer ","停止":"Stop ",
-                            "增加到":"Add File To ","白名單":"White List ","軟體":"Software ",
-                            "增加":"Add","移除":"Delete","項目":"Items ","生成":"Create ","稱":"",
-                            "開啟":"Open ","您":"You ","此":"This ","並":"And ","未":"Not ",
-                            "高":"High ","新":"New ","和":"And ","可能會":"Possible ","會":"Can ",
-                            "日誌":"Log","已":"Has ","彈窗":"Window ","要":"To ","驅動":"Drive ",
-                            "的":"","顯示":"","個":"","嗎":"","中":"","了":"","行":"","立即":"",
-                            "密鑰":"Key ","檢測":"Detect ","誤報":"False Positive ","  ":" ",
-                            "複製":"Copy "}}
+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","誤報":"误报","複製":"复制",
+              "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","訂":"订",
+              "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","增":"增","單":"单","開":"开",
+              "惡":"恶","介":"界"},
+    "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",
+              "惡意檔案":"Virus ","惡意軟體":"Malware ","勒索軟體":"Ransom ",
+              "惡意腳本":"Script ","惡意行為":"Behavior ","可疑軟體":"Suspicious ",
+              "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 ","最小化到":"Minimize To ",
+              "確定要":"Sure Want To ","靈敏度":"Sensitivity ","更新":"Update",
+              "白色主題":"White","黑色主題":"Black","黃色主題":"Yellow","紅色主題":"Red",
+              "藍色主題":"Blue","綠色主題":"Green","語言":"Language ","製作":"Make",
+              "測試人員":"Testers","版本資訊":"Information","通訊":"Communication ",
+              "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":"Enhanced ",
+              "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 File To ","白名單":"White List ","軟體":"Software ",
+              "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 ",
+              "高":"High ","新":"New ","和":"And ","可能會":"Possible ","會":"Can ",
+              "日誌":"Log","已":"Has ","彈窗":"Window ","要":"To ","驅動":"Drive ",
+              "的":"","顯示":"","個":"","嗎":"","中":"","了":"","行":"","立即":"",
+              "密鑰":"Key ","檢測":"Detect ","誤報":"False Positive ","  ":" "}}

PYAS_Scripts.py

@@ -1 +0,0 @@
-scripts_list = ["%0|%0","ExclusionPath","cmdkey","eiculwo","random","bypass"]

PYAS_Version.py

@@ -1,10 +1,10 @@
 import pyinstaller_versionfile
 pyinstaller_versionfile.create_versionfile(
 output_file="versionfile.txt",
-version='2.8.6',
+version='2.9.6',
 company_name="PYAS Security",
 file_description="Python Antivirus Software",
 internal_name="PYAS",
-legal_copyright="© PYAS Security",
+legal_copyright="PYAS Security",
 original_filename="PYAS.exe",
 product_name="PYAS")

PYML.py

@@ -0,0 +1,166 @@
+from collections import defaultdict
+import math, json, time, types, random
+
+class ListClassifier:
+    def __init__(self):
+        self.word_weights = defaultdict(lambda: {'ones': 0, 'zero': 0})
+        self.total_counts = {'ones': 0, 'zero': 0}
+        self.prior_probs = {'ones': 0, 'zero': 0}
+        self.class_weights = {'ones': 1, 'zero': 1}
+        self.min_quantity = 0
+        self.max_quantity = 1.0
+        self.learning_rate = 0.1
+        self.max_sequence = 100
+        self.test_data = []
+        self.train_data = []
+
+    def load_model(self, model_data):
+        if isinstance(model_data, str):
+            with open(model_data, 'r') as f:
+                model_data = json.load(f)
+        self.word_weights = defaultdict(lambda: {'ones': 0, 'zero': 0})
+        self.word_weights.update(model_data['word_weights'])
+        self.total_counts = model_data['total_counts']
+        self.prior_probs = model_data['prior_probs']
+        self.max_sequence = model_data.get('max_sequence')
+
+    def save_model(self, filename):
+        model_data = {
+            'word_weights': dict(self.word_weights),
+            'total_counts': self.total_counts,
+            'prior_probs': self.prior_probs,
+            'max_sequence': self.max_sequence}
+        with open(filename, 'w') as f:
+            json.dump(model_data, f)
+        print(f"\nModel Is Safe In {filename}")
+
+    def train_model(self, ones_data, zero_data, epochs=1, batch_size=32, min_quantity=0, max_quantity=1.0, max_sequence=10, test_size=0.2, learning_rate=None, random_seed=None, class_weights=None):
+        self.min_quantity = min_quantity
+        self.max_quantity = max_quantity
+        self.max_sequence = max_sequence
+        self.learning_rate = learning_rate if learning_rate is not None else self.learning_rate
+        self.class_weights = class_weights if class_weights is not None else self.class_weights
+        is_generator = isinstance(ones_data[0], types.GeneratorType)
+        all_data = ones_data + zero_data
+        random.seed(random_seed)
+        random.shuffle(all_data)
+        split_index = int((1 - test_size) * len(all_data))
+        self.train_data = all_data[:split_index]
+        self.test_data = all_data[split_index:]
+        train_accuracies, train_losses = [], []
+        test_accuracies, test_losses = [], []
+        for epoch in range(epochs):
+            print(f'Epoch: {epoch + 1}/{epochs}')
+            train_accuracy, train_loss = self._train_epoch(self.train_data, batch_size, is_generator, prefix='Training:')
+            test_accuracy, test_loss = self._test_epoch(self.test_data, batch_size, is_generator, prefix='Testing: ')
+            train_accuracies.append(train_accuracy)
+            train_losses.append(train_loss)
+            test_accuracies.append(test_accuracy)
+            test_losses.append(test_loss)
+        self._print_table(train_accuracies, train_losses, test_accuracies, test_losses)
+        total_lists = len(self.train_data) + len(self.test_data)
+        self.prior_probs['ones'] = len(ones_data) / total_lists
+        self.prior_probs['zero'] = len(zero_data) / total_lists
+        self._filter_word_weights()
+
+    def _train_epoch(self, data, batch_size, is_generator, prefix=''):
+        start_time = time.time()
+        correct_predictions, total_samples, total_loss = 0, 0, 0
+        for i in range(0, len(data), batch_size):
+            batch = data[i:i + batch_size]
+            for lst_gen in batch:
+                lst = list(lst_gen) if is_generator else lst_gen
+                correct_predictions += self._update_weights(lst, 'ones')
+                total_samples += len(lst)
+                total_loss += self._calculate_loss(lst, 'ones')
+            elapsed_time = time.time() - start_time
+            suffix = f'(Accuracy: {correct_predictions/total_samples:.2%}, Loss: {total_loss/total_samples:.4f}, Elapsed: {elapsed_time:.2f}s)'
+            self._print_progress_bar(i + batch_size, len(data), prefix=prefix, suffix=suffix)
+        print('')
+        accuracy = correct_predictions / total_samples
+        average_loss = total_loss / total_samples
+        return accuracy, average_loss
+
+    def _test_epoch(self, data, batch_size, is_generator, prefix=''):
+        start_time = time.time()
+        correct_predictions, total_samples, total_loss = 0, 0, 0
+        for i in range(0, len(data), batch_size):
+            batch = data[i:i + batch_size]
+            for lst_gen in batch:
+                lst = list(lst_gen) if is_generator else lst_gen
+                correct_predictions += (len(lst) - self._update_weights(lst, 'zero'))
+                total_samples += len(lst)
+                total_loss += self._calculate_loss(lst, 'zero')
+            elapsed_time = time.time() - start_time
+            suffix = f'(Accuracy: {correct_predictions/total_samples:.2%}, Loss: {total_loss/total_samples:.4f}, Elapsed: {elapsed_time:.2f}s)'
+            self._print_progress_bar(i + batch_size, len(data), prefix=prefix, suffix=suffix)
+        print('')
+        accuracy = correct_predictions / total_samples
+        average_loss = total_loss / total_samples
+        return accuracy, average_loss
+
+    def _print_table(self, train_accuracies, train_losses, test_accuracies, test_losses):
+        print("\nEpoch\tTrain Accuracy\tTrain Loss\tTest Accuracy\tTest Loss (Table):")
+        for i, (train_acc, train_loss, test_acc, test_loss) in enumerate(zip(train_accuracies, train_losses, test_accuracies, test_losses), 1):
+            print(f"{i}\t{train_acc:.2%}\t\t{train_loss:.4f}\t\t{test_acc:.2%}\t\t{test_loss:.4f}")
+
+    def _print_progress_bar(self, iteration, total, prefix='', suffix='', length=30, fill='█'):
+        percent = min(100.0, max(0.0, 100 * (iteration / float(total))))
+        percent_string = "{0:.2f}".format(percent)
+        filled_length = int(length * iteration // total)
+        bar = fill * filled_length + ' ' * (length - filled_length)
+        print(f'\r    {prefix} |{bar}| {percent_string}% {suffix}', end='\r')
+
+    def _filter_word_weights(self):
+        for word, weights in list(self.word_weights.items()):
+            total_weight = weights['ones'] + weights['zero']
+            if (total_weight < self.min_quantity or total_weight > self.max_quantity * max(self.total_counts.values())):
+                del self.word_weights[word]
+
+    def _get_data_for_word(self, word, category):
+        data = []
+        if isinstance(self.word_weights[word][category], list):
+            for lst in self.word_weights[word][category]:
+                data.append(lst)
+        return data
+
+    def predict(self, new_list):
+        ones_log_prob = self._calculate_category_log_prob(new_list, 'ones')
+        zero_log_prob = self._calculate_category_log_prob(new_list, 'zero')
+        if ones_log_prob > zero_log_prob:
+            return 1
+        else:
+            return 0
+
+    def _update_weights(self, lst, category):
+        correct_prediction = 0
+        for i, word in enumerate(lst):
+            position_encoding = min(i / len(lst), 1.0)
+            word_frequency = self.word_weights[word][category]
+            learning_rate = self.learning_rate / (word_frequency + 1)
+            self.word_weights[word][category] += learning_rate * self.class_weights[category] * position_encoding
+            self.total_counts[category] += learning_rate
+            prediction = self.predict([word])
+            correct_prediction += 1 if prediction == int(category == 'ones') else 0
+        return correct_prediction
+
+    def _calculate_loss(self, lst, category):
+        loss = 0.0
+        for word in lst:
+            if word in self.word_weights:
+                word_weight_category = self.word_weights[word][category]
+                total_weight_category = self.total_counts[category]
+                prob = (word_weight_category + 1) / (total_weight_category + len(self.word_weights))
+                loss += -math.log(prob)
+        return loss
+
+    def _calculate_category_log_prob(self, lst, category):
+        log_prob = 0.0
+        for word in lst:
+            if word in self.word_weights:
+                word_weight_category = self.word_weights[word][category]
+                total_weight_category = self.total_counts[category]
+                prob = (word_weight_category + 1) / (total_weight_category + len(self.word_weights))
+                log_prob += math.log(prob)
+        log_prob += math.log(self.prior_probs[category] + 1e-10)
+        return log_prob

README.md

@@ -1,9 +1,8 @@
 # PYAS (Python Antivirus Software)
-![PYAS](https://github.com/87owo/PYAS/assets/85057800/46f46cf0-dbf3-4a33-b28d-234f610f1a07)
+![PYAS](https://github.com/87owo/PYAS/assets/85057800/153bcad9-18ab-4c81-bcb6-186434d0ef1b)
 
 ## Official Website
-https://pyantivirus.wixsite.com/pyas , 
-https://github.com/87owo/PYAS
+https://pyantivirus.wixsite.com/pyas , https://github.com/87owo/PYAS
 
 ## MIT License
 https://github.com/87owo/PYAS/blob/main/LICENSE.md
@@ -11,10 +10,13 @@ https://github.com/87owo/PYAS/blob/main/LICENSE.md
 ## Support System
 Windows 8.1, 10, 11 (64-bit), Ram 1GB, Rom 1GB or higher
 
+## Requirements
+psutil==5.9.5, pefile==2023.2.7, requests==2.31.0, pyperclip==1.8.2, pywin32==306, PyQt5==5.15.9
+
 ## Import Module
-os, gc, sys, time, json, requests, pyperclip, psutil, ctypes, pywin32, subprocess, xml, hashlib, pefile, PyQt5, threading, PYAS_Language, PYAS_Scripts, PYAS_Function, PYAS_Extension, PYAS_Interface
+os, gc, sys, time, json, psutil, hashlib, pefile, socket, msvcrt, requests, pyperclip, win32file, win32gui, win32api, win32con, xml, PYAS_Function, PYAS_Function_Safe, PYAS_Extension, PYAS_Language, PYAS_Interface, threading, PyQt5
 
 ## Special Thanks
-360, Wix, VirusShare, mtkiao129, LenStevens
+360, Wix, VirusShare, mtkiao129, LenStevens, AV-T Team of LisectGroup
 
 Copyright© 2020~2023 PYAS Security By 87owo