Add files via upload

Update PYAS_Language.py

Engine/Model/PYAS_Model.json

@@ -0,0 +1,11 @@
+{
+    "Suffix": [".com", ".exe", ".dll", ".sys", ".scr", ".bat", ".cmd", ".ps1", ".vbs", ".wsf"], 
+
+    "Labels": ["Pefile/White", "Script/White", "Pefile/General", "Script/General"], 
+
+    "Detect": ["Pefile/General", "Script/General"],  
+
+    "Resize": [224, 224, 1, "nearest"], 
+
+    "Values": 90
+}

Engine/Rules/PYAS_Rules_A1.yar

@@ -1,8 +1,8 @@
 import "pe"
 
-rule PYAS_Rules_A_1 {
+rule General_1 {
    meta:
-      description = "PYAS_Rules_A_1"
+      description = "1"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -57,9 +57,9 @@ rule PYAS_Rules_A_1 {
       1 of ($x*) and 8 of them
 }
 
-rule PYAS_Rules_A_2 {
+rule General_2 {
    meta:
-      description = "PYAS_Rules_A_2"
+      description = "2"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -82,9 +82,9 @@ rule PYAS_Rules_A_2 {
       8 of them
 }
 
-rule PYAS_Rules_A_3 {
+rule General_3 {
    meta:
-      description = "PYAS_Rules_A_3"
+      description = "3"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -106,7 +106,7 @@ rule PYAS_Rules_A_3 {
       $x1 and 8 of them
 }
 
-rule PYAS_Rules_A_4 {
+rule General_4 {
    meta:
       description = "PYAS_Rules_A4"
       author = "PYAS Security"
@@ -124,9 +124,9 @@ rule PYAS_Rules_A_4 {
       ($x1 and $x2) and 5 of them
 }
 
-rule PYAS_Rules_A_5 {
+rule General_5 {
    meta:
-      description = "PYAS_Rules_A_5"
+      description = "5"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -147,9 +147,9 @@ rule PYAS_Rules_A_5 {
       $x1 and 3 of them
 }
 
-rule PYAS_Rules_A_6 {
+rule General_6 {
    meta:
-      description = "PYAS_Rules_A_6"
+      description = "6"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -214,9 +214,9 @@ rule PYAS_Rules_A_6 {
       1 of ($x*) and 5 of them
 }
 
-rule PYAS_Rules_A_7 {
+rule General_7 {
    meta:
-      description = "PYAS_Rules_A_462"
+      description = "7"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -247,9 +247,9 @@ rule PYAS_Rules_A_7 {
       10 of them
 }
 
-rule PYAS_Rules_A_8 {
+rule General_8 {
    meta:
-      description = "PYAS_Rules_A_8"
+      description = "8"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -278,9 +278,9 @@ rule PYAS_Rules_A_8 {
       2 of ($x*) and 6 of them
 }
 
-rule PYAS_Rules_A_9 {
+rule General_9 {
    meta:
-      description = "PYAS_Rules_A_9"
+      description = "9"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -303,9 +303,9 @@ rule PYAS_Rules_A_9 {
       6 of them
 }
 
-rule PYAS_Rules_A_10 {
+rule General_10 {
    meta:
-      description = "PYAS_Rules_A_10"
+      description = "10"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -329,9 +329,9 @@ rule PYAS_Rules_A_10 {
       ($x1 and $x2) and 6 of them
 }
 
-rule PYAS_Rules_A_11 {
+rule General_11 {
    meta:
-      description = "PYAS_Rules_A_11"
+      description = "11"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -349,9 +349,9 @@ rule PYAS_Rules_A_11 {
       6 of them
 }
 
-rule PYAS_Rules_A_12 {
+rule General_12 {
    meta:
-      description = "PYAS_Rules_A_12"
+      description = "12"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -376,9 +376,9 @@ rule PYAS_Rules_A_12 {
       1 of ($x*) and 5 of them
 }
 
-rule PYAS_Rules_A_13 {
+rule General_13 {
    meta:
-      description = "PYAS_Rules_A_13"
+      description = "13"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -404,9 +404,9 @@ rule PYAS_Rules_A_13 {
       6 of them
 }
 
-rule PYAS_Rules_A_14 {
+rule General_14 {
    meta:
-      description = "PYAS_Rules_A_14"
+      description = "14"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -430,9 +430,9 @@ rule PYAS_Rules_A_14 {
       8 of them
 }
 
-rule PYAS_Rules_A_15 {
+rule General_15 {
    meta:
-      description = "PYAS_Rules_A_15"
+      description = "15"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -459,9 +459,9 @@ rule PYAS_Rules_A_15 {
       8 of them
 }
 
-rule PYAS_Rules_A_16 {
+rule General_16 {
    meta:
-      description = "PYAS_Rules_A_16"
+      description = "16"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -485,9 +485,9 @@ rule PYAS_Rules_A_16 {
       ($x1 and $x2) and 6 of them
 }
 
-rule PYAS_Rules_A_17 {
+rule General_17 {
    meta:
-      description = "PYAS_Rules_A_17"
+      description = "17"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -508,9 +508,9 @@ rule PYAS_Rules_A_17 {
       $x1 and 8 of them
 }
 
-rule PYAS_Rules_A_18 {
+rule General_18 {
    meta:
-      description = "PYAS_Rules_A_18"
+      description = "18"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -531,9 +531,9 @@ rule PYAS_Rules_A_18 {
       6 of them
 }
 
-rule PYAS_Rules_A_19 {
+rule General_19 {
    meta:
-      description = "PYAS_Rules_A_19"
+      description = "19"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -560,9 +560,9 @@ rule PYAS_Rules_A_19 {
       ($x1 and $x2) and 8 of them
 }
 
-rule PYAS_Rules_A_20 {
+rule General_20 {
    meta:
-      description = "PYAS_Rules_A_20"
+      description = "20"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -589,9 +589,9 @@ rule PYAS_Rules_A_20 {
       8 of them
 }
 
-rule PYAS_Rules_A_21 {
+rule General_21 {
    meta:
-      description = "PYAS_Rules_A_21"
+      description = "21"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -616,9 +616,9 @@ rule PYAS_Rules_A_21 {
       8 of them
 }
 
-rule PYAS_Rules_A_22 {
+rule General_22 {
    meta:
-      description = "PYAS_Rules_A_22"
+      description = "22"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -635,10 +635,9 @@ rule PYAS_Rules_A_22 {
       6 of them
 }
 
-import "pe"
-rule PYAS_Rules_A_23 {
+rule General_23 {
    meta:
-      description = "PYAS_Rules_A_23"
+      description = "23"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -658,10 +657,9 @@ rule PYAS_Rules_A_23 {
       7 of them
 }
 
-import "pe"
-rule PYAS_Rules_A_24 {
+rule General_24 {
    meta:
-      description = "PYAS_Rules_A_24"
+      description = "24"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -688,9 +686,9 @@ rule PYAS_Rules_A_24 {
       6 of them
 }
 
-rule PYAS_Rules_A_25 {
+rule General_25 {
    meta:
-      description = "PYAS_Rules_A_25"
+      description = "25"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -716,9 +714,9 @@ rule PYAS_Rules_A_25 {
       $x1 and 5 of them
 }
 
-rule PYAS_Rules_A_26 {
+rule General_26 {
    meta:
-      description = "PYAS_Rules_A_26"
+      description = "26"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -742,9 +740,9 @@ rule PYAS_Rules_A_26 {
       8 of them
 }
 
-rule PYAS_Rules_A_27 {
+rule General_27 {
    meta:
-      description = "PYAS_Rules_A_27"
+      description = "27"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -768,9 +766,9 @@ rule PYAS_Rules_A_27 {
       6 of them
 }
 
-rule PYAS_Rules_A_28 {
+rule General_28 {
    meta:
-      description = "PYAS_Rules_A_28"
+      description = "28"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -801,9 +799,9 @@ rule PYAS_Rules_A_28 {
       8 of them
 }
 
-rule PYAS_Rules_A_29 {
+rule General_29 {
    meta:
-      description = "PYAS_Rules_A_29"
+      description = "29"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -837,9 +835,9 @@ rule PYAS_Rules_A_29 {
       6 of them
 }
 
-rule PYAS_Rules_A_30 {
+rule General_30 {
    meta:
-      description = "PYAS_Rules_A_30"
+      description = "30"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -858,9 +856,9 @@ rule PYAS_Rules_A_30 {
       6 of them
 }
 
-rule PYAS_Rules_A_31 {
+rule General_31 {
    meta:
-      description = "PYAS_Rules_A_31"
+      description = "31"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -878,9 +876,9 @@ rule PYAS_Rules_A_31 {
       6 of them
 }
 
-rule PYAS_Rules_A_32 {
+rule General_32 {
    meta:
-      description = "PYAS_Rules_A_32"
+      description = "32"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -909,9 +907,9 @@ rule PYAS_Rules_A_32 {
       $x1 and 8 of them
 }
 
-rule PYAS_Rules_A_33 {
+rule General_33 {
    meta:
-      description = "PYAS_Rules_A_33"
+      description = "33"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -937,9 +935,9 @@ rule PYAS_Rules_A_33 {
       $x1 and 8 of them
 }
 
-rule PYAS_Rules_A_34 {
+rule General_34 {
    meta:
-      description = "PYAS_Rules_A_30"
+      description = "34"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -965,9 +963,9 @@ rule PYAS_Rules_A_34 {
       8 of them
 }
 
-rule PYAS_Rules_A_35 {
+rule General_35 {
    meta:
-      description = "PYAS_Rules_A_35"
+      description = "35"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -996,9 +994,9 @@ rule PYAS_Rules_A_35 {
       6 of them
 }
 
-rule PYAS_Rules_A_36 {
+rule General_36 {
    meta:
-      description = "PYAS_Rules_A_36"
+      description = "36"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1023,9 +1021,9 @@ rule PYAS_Rules_A_36 {
       6 of them
 }
 
-rule PYAS_Rules_A_37 {
+rule General_37 {
    meta:
-      description = "PYAS_Rules_A_37"
+      description = "37"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1053,9 +1051,9 @@ rule PYAS_Rules_A_37 {
       6 of them
 }
 
-rule PYAS_Rules_A_38 {
+rule General_38 {
    meta:
-      description = "PYAS_Rules_A_38"
+      description = "38"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1083,9 +1081,9 @@ rule PYAS_Rules_A_38 {
       6 of them
 }
 
-rule PYAS_Rules_A_39 {
+rule General_39 {
    meta:
-      description = "PYAS_Rules_A_39"
+      description = "39"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1104,9 +1102,9 @@ rule PYAS_Rules_A_39 {
       6 of them
 }
 
-rule PYAS_Rules_A_40 {
+rule General_40 {
    meta:
-      description = "PYAS_Rules_A_40"
+      description = "40"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1136,9 +1134,9 @@ rule PYAS_Rules_A_40 {
       8 of them
 }
 
-rule PYAS_Rules_A_41 {
+rule General_41 {
    meta:
-      description = "PYAS_Rules_A_41"
+      description = "41"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1160,9 +1158,9 @@ rule PYAS_Rules_A_41 {
       6 of them
 }
 
-rule PYAS_Rules_A_42 {
+rule General_42 {
    meta:
-      description = "PYAS_Rules_A_42"
+      description = "42"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1182,9 +1180,9 @@ rule PYAS_Rules_A_42 {
       6 of them
 }
 
-rule PYAS_Rules_A_43 {
+rule General_43 {
    meta:
-      description = "PYAS_Rules_A_43"
+      description = "43"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1209,9 +1207,9 @@ rule PYAS_Rules_A_43 {
       8 of them
 }
 
-rule PYAS_Rules_A_44 {
+rule General_44 {
    meta:
-      description = "PYAS_Rules_A_44"
+      description = "44"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1239,9 +1237,9 @@ rule PYAS_Rules_A_44 {
       8 of them
 }
 
-rule PYAS_Rules_A_45 {
+rule General_45 {
    meta:
-      description = "PYAS_Rules_A_45"
+      description = "45"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1268,9 +1266,9 @@ rule PYAS_Rules_A_45 {
       8 of them
 }
 
-rule PYAS_Rules_A_46 {
+rule General_46 {
    meta:
-      description = "PYAS_Rules_A_46"
+      description = "46"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1298,9 +1296,9 @@ rule PYAS_Rules_A_46 {
       $x1 and 8 of them
 }
 
-rule PYAS_Rules_A_47 {
+rule General_47 {
    meta:
-      description = "PYAS_Rules_A_47"
+      description = "47"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1329,9 +1327,9 @@ rule PYAS_Rules_A_47 {
       1 of ($x*) and 5 of them
 }
 
-rule PYAS_Rules_A_48 {
+rule General_48 {
    meta:
-      description = "PYAS_Rules_A_48"
+      description = "48"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1350,9 +1348,9 @@ rule PYAS_Rules_A_48 {
       2 of ($x*) and 6 of them
 }
 
-rule PYAS_Rules_A_49 {
+rule General_49 {
    meta:
-      description = "PYAS_Rules_A_49"
+      description = "49"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1378,9 +1376,9 @@ rule PYAS_Rules_A_49 {
       3 of ($x*) and 5 of them
 }
 
-rule PYAS_Rules_A_50 {
+rule General_50 {
    meta:
-      description = "PYAS_Rules_A_50"
+      description = "50"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1400,9 +1398,9 @@ rule PYAS_Rules_A_50 {
       $x1 and 6 of them
 }
 
-rule PYAS_Rules_A_51 {
+rule General_51 {
    meta:
-      description = "PYAS_Rules_A_51"
+      description = "51"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:
@@ -1420,9 +1418,9 @@ rule PYAS_Rules_A_51 {
       1 of ($x*) and 4 of them
 }
 
-rule PYAS_Rules_A_52 {
+rule General_52 {
    meta:
-      description = "PYAS_Rules_A_52"
+      description = "52"
       author = "PYAS Security"
       date = "2024-06-13"
    strings:
@@ -1445,9 +1443,9 @@ rule PYAS_Rules_A_52 {
       8 of them
 }
 
-rule PYAS_Rules_A_53 {
+rule General_53 {
    meta:
-      description = "PYAS_Rules_A_53"
+      description = "53"
       author = "PYAS Security"
       date = "2024-06-12"
    strings:

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

LICENSE.md

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2020-2024 87owo (PYAS Security)
+Copyright (c) 2020-2025 87owo (PYAS Security)
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

Model/PYAS_Model.json

@@ -1,9 +0,0 @@
-{
-    "Labels": ["White/Pefile", "White/Script", "Virus/Pefile", "Virus/Script"], 
-
-    "Detect": ["Virus/Pefile", "Virus/Script"],  
-
-    "Pixels": [224, 224], 
-
-    "Values": 95
-}

PYAS_Engine.py

@@ -1,6 +1,6 @@
-import os, io, sys, time, json, yara
+import os, sys, time, json, yara
 import numpy, pefile, onnxruntime
-from PIL import Image, ImageShow
+from PIL import Image
 
 class YRScan:
     def __init__(self):
@@ -9,7 +9,7 @@ class YRScan:
 
     def load_rules(self, file_path):
         try:
-            ftype = str(f".{file_path.split('.')[-1]}").lower()
+            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"]:
@@ -17,8 +17,8 @@ class YRScan:
             elif ftype in [".ip", ".ips"]:
                 with open(file_path, "r") as f:
                     self.network += [l.strip() for l in f.readlines()]
-        except:
-            pass
+        except Exception as e:
+            print(e)
 
     def yr_scan(self, file_path):
         try:
@@ -28,87 +28,93 @@ class YRScan:
             for name, rules in self.rules.items():
                 matchs_rules = rules.match(data=file_path)
                 if matchs_rules:
-                    return "Virus/Rules", matchs_rules
+                    label = str(matchs_rules[0]).split("_")[0]
+                    level = str(matchs_rules[0]).split("_")[-1]
+                    return f"Rules/{label}", level
             return False, False
-        except:
+        except Exception as e:
             return False, False
 
 class DLScan:
     def __init__(self):
         self.models = {}
-        self.detect = []
-        self.values = 100
-        self.shells = ['!o', '/4', '0a@', '?g_encry', '_test', 'ace', 'yg', 'obr', 'b1_',
-        'base', 'bss', 'clr_uef', 'cursors', 'trs_age', 'engine', 'enigma', 'extjmp',
-        'fio', 'fothk', 'hexpthk', 'h~;', 'icapsec', 'il2cpp', 'imageres', 'lzmadec',
-        'malloc_h', 'miniex', 'mpress', 'mssmixer', 'ndr64', 'nep', 'no_bbt', 'wpp_sf',
-        'nsys_wr', 'orpc', 'packer', 'pad', 'tvm', 'pgae', 'poolmi', 'proxy', 'segm',
-        'retpol', 'rt', 'rwexec', 'u7m', 'rygs', 's:@', 'sanontcp', 'secur', 'asmstub',
-        'tracesup', 'transit', 'upx', 'uedbg', 'viahw', 'vmp', 'wow64svc', 'be', 'zk']
+        self.valid_interpolations = {"none": Image.Resampling.NEAREST,
+        "box": Image.Resampling.BOX, "bilinear": Image.Resampling.BILINEAR,
+        "hamming": Image.Resampling.HAMMING, "bicubic": Image.Resampling.BICUBIC,
+        "lanczos": Image.Resampling.LANCZOS, "nearest": Image.Resampling.NEAREST}
+        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']#"""
 
     def load_model(self, file_path):
         try:
-            ftype = str(f".{file_path.split('.')[-1]}").lower()
+            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.values = self.class_names['Values']
+            self.labels = self.class_names['Labels']
             self.detect = self.class_names['Detect']
-        except:
+            self.values = self.class_names['Values']
+            self.resize = self.class_names['Resize']
+            self.suffix = self.class_names['Suffix']
+        except Exception as e:
             pass
 
-    def predict(self, file_data):
+    def dl_scan(self, file_data):
         try:
-            target_size, sim = tuple(self.class_names['Pixels']), {}
-            image = self.preprocess_image(file_data, target_size)
-            image_array = numpy.array(image).astype('float32') / 255.0
-            image_expand = numpy.expand_dims(image_array, axis=0)
+            label_similarities = {label: [] for label in self.labels}
+            image_data = self.preprocess_image(file_data, tuple(self.resize))
+            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_answer = model.run(None, {input_name: image_expand})[0][0]
-                number = numpy.argmax(pre_answer)
-                label = self.class_names['Labels'][number].replace("\n", "")
-                sim[label] = sim.setdefault(label, 0) + pre_answer[number]
-            for local_label, sim_sum in sim.items():
-                if sim_sum > len(self.models) / 2:
-                    local_level = sim_sum / len(self.models)
-                    return local_label, local_level * 100
-            return False, False
-        except:
-            return False, False
-
-    def dl_scan(self, file_path):
-        try:
-            if isinstance(file_path, bytes):
-                label, level = self.predict(file_path)
-                if label and label in self.detect:
-                    return label, level
-            ftype = str(f".{file_path.split('.')[-1]}").lower()
-            if ftype in [".exe", ".dll", ".sys", ".scr", ".com"]:
-                with pefile.PE(file_path, fast_load=True) as pe:
-                    match_data = [section.get_data() for section in pe.sections
-                    if section.Characteristics & 0x20000000 and not
-                    any(shell in section.Name.decode().strip('\x00').lower()
-                    for shell in self.shells)]
-            elif ftype in [".bat", ".vbs", ".ps1", ".cmd", ".js"]:
-                with open(file_path, 'rb') as file:
-                    match_data = [file.read()]
-            for file_data in match_data:
-                label, level = self.predict(file_data)
-                if label and label in self.detect:
-                    return label, level
-            return False, False
-        except:
+                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(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:
             return False, False
 
     def preprocess_image(self, file_data, target_size):
+        width, height, channels, interpolation = target_size
+        wah = int(numpy.ceil(numpy.sqrt(len(file_data))))
         file_data = numpy.frombuffer(file_data, dtype=numpy.uint8)
-        data_count = len(file_data)
-        wah = int(numpy.ceil(numpy.sqrt((data_count + 2) // 3)))
-        image_array = numpy.zeros((wah * wah * 3,), dtype=numpy.uint8)
-        image_array[:data_count] = file_data
-        image_array = image_array.reshape((wah, wah, 3))
-        image = Image.fromarray(image_array)
-        return image.resize(target_size, Image.Resampling.LANCZOS)
+        image_array = numpy.zeros((wah * wah,), dtype=numpy.uint8)
+        image_array[:len(file_data)] = file_data
+        if channels == 1:
+            image = Image.fromarray(image_array.reshape((wah, wah)), 'L')
+        elif channels == 3:
+            image = Image.fromarray(image_array.reshape((wah, wah)), 'RGB')
+        if width == 0 and height == 0:
+            return image
+        interpolations = self.valid_interpolations[interpolation.lower()]
+        return image.resize((width, height), interpolations)
+
+    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"]:
+                    with open(file_path, 'rb') as file:
+                        match_data[ftype] = file.read()
+        return match_data

PYAS_Language.py

@@ -16,7 +16,7 @@ translate_dict = {
               "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","記憶體":"内存",},
+              "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 ",

PYAS_Suffixes.py

@@ -1,12 +1,10 @@
-slist = [".exe",".dll",".sys",".com",".scr",
-         ".bat",".ps1",".vbs",".cmd",".js"]
-
-alist = [".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"]
+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='3.2.0',
+version='3.2.8',
 company_name="PYAS Security",
 file_description="Python Antivirus Software",
 internal_name="PYAS",

README.md

@@ -11,38 +11,35 @@
 ## Requirements
 
 ```
-psutil==5.9.5
-pefile==2023.2.7
-requests==2.31.0
-pyperclip==1.8.2
-pywin32==306
-PyQt5==5.15.9
+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 onnxruntime==1.18.1
+pip install pillow==10.4.0
 ```
 
 ## File Information
 
 ```
 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)
 └── ...
 ```
 
@@ -72,6 +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
+Copyright© 2020~2025 PYAS Security By 87owo

README_zh_CN.md

@@ -5,38 +5,35 @@
 ## 安装要求
 
 ```
-psutil==5.9.5
-pefile==2023.2.7
-requests==2.31.0
-pyperclip==1.8.2
-pywin32==306
-PyQt5==5.15.9
+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 onnxruntime==1.18.1
+pip install pillow==10.4.0
 ```
 
 ## 文件信息
 
 ```
 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)
 └── ...
 ```
 
@@ -66,6 +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
+Copyright© 2020~2025 PYAS Security By 87owo

README_zh_TW.md

@@ -5,38 +5,35 @@
 ## 安裝要求
 
 ```
-psutil==5.9.5
-pefile==2023.2.7
-requests==2.31.0
-pyperclip==1.8.2
-pywin32==306
-PyQt5==5.15.9
+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 onnxruntime==1.18.1
+pip install pillow==10.4.0
 ```
 
 ## 檔案資訊
 
 ```
 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)
 └── ...
 ```
 
@@ -66,6 +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
+Copyright© 2020~2025 PYAS Security By 87owo