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": 95
+}

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

PYAS_Config.py

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

PYAS_Engine.py

@@ -1,83 +1,150 @@
-import re, time, json, hashlib, numpy
-from itertools import groupby
+import os, yara, numpy, locale, pefile, onnxruntime
+from PIL import Image
 
-class ListSimHash:
+class rule_scanner:
     def __init__(self):
-        self.model = {}
+        self.rules = {}
+        self.network = []
 
-    def save_model(self, file_name):
-        with open(file_name, 'w') as f:
-            json.dump(self.model, f)
-        print(f"\nModel Is Saved In {file_name}")
+    def load_path(self, path):
+        for root, _, files in os.walk(path):
+            for file in files:
+                self.load_file(os.path.join(root, file))
 
-    def load_model(self, model_data):
-        if isinstance(model_data, str):
-            with open(model_data, 'r') as f:
-                model_data = json.load(f)
-        self.model = model_data
+    def load_file(self, file):
+        ext = os.path.splitext(file)[1].lower()
+        try:
+            if ext in ('.yara', '.yar'):
+                self.rules[file] = yara.compile(file)
+            elif ext in ('.yc', '.yrc'):
+                self.rules[file] = yara.load(file)
+            elif ext in ('.ip', '.txt'):
+                with open(file, "r", encoding="utf-8", errors="ignore") as f:
+                    self.network.extend(line.strip() for line in f if line.strip())
+        except Exception:
+            return False
 
-    def get_model(self, label):
-        return self.model[label]
+    def yara_scan(self, file_path):
+        try:
+            data = open(file_path, "rb").read() if isinstance(file_path, str) else file_path
+            for rules in self.rules.values():
+                matches = rules.match(data=data)
+                if matches:
+                    rule_name = str(matches[0])
+                    label = rule_name.split("_")[0]
+                    level = rule_name.split("_")[-1]
+                    return f"Rules/{label}", level
+            return False, False
+        except Exception:
+            return False, False
 
-    def train_model(self, ones, zero, feature=128, batch_size=1000):
-        self.model["ones"] = []
-        self.model["zero"] = []
-        self.model["feature"] = feature
-        self.model["batch_size"] = batch_size
-        start = time.time()
-        print("Convert ones")
-        for i, x in enumerate(ones, 1):
-            self.model["ones"].append(self.build_text(x))
-            used = "{0:.2f}".format(time.time()-start)
-            self.progress_bar(i, len(ones), prefix=f'{i}/{len(ones)}:', suffix=f'{used}s')
-        start = time.time()
-        print("Convert zero")
-        for i, y in enumerate(zero, 1):
-            self.model["zero"].append(self.build_text(y))
-            used = "{0:.2f}".format(time.time()-start)
-            self.progress_bar(i, len(zero), prefix=f'{i}/{len(zero)}:', suffix=f'{used}s')
+class model_scanner:
+    SHELLS = {
+        "0","1","2","3","4","5","6","7","8","9","cry","tvm","dec","enc","vmp","upx","aes","lzma","press","pack",
+        "enigma","protect","secur","asmstub","base","bss","clr_uef","cursors","transit","trs_age","engine","fio",
+        "fothk","h~;","icapsec","malloc_h","miniex","mssmixer","ndr64","nsys_wr","obr","wow","wow64svc","wpp_sf",
+        "pad","pgae","poolmi","proxy","qihoo","retpol","uedbg","tracesup","rwexec","rygs","s:@","sanontcp","segm",
+        "test","res","wisevec","viahwaes","orpc","nep","ace","extjmp","no_bbt","data","page","hexpthk"}
 
-    def build_text(self, content, width=4):
-        sums, batch, count = [], [], 0
-        if isinstance(content, list):
-            content = ' '.join(content)
-        elif isinstance(content, bytes):
-            content = content.decode('utf-8', errors='ignore')
-        content = ''.join(re.findall(r'[\w\u4e00-\u9fcc]+', content.lower()))
-        features = [content[i:i + width] for i in range(max(len(content) - width + 1, 1))]
-        features = {k: sum(1 for _ in g) for k, g in groupby(sorted(features))}
-        for f, w in features.items():
-            count += w
-            h = hashlib.md5(f.encode('utf-8')).digest()
-            batch.append(h * w)
-            if len(batch) >= self.model["batch_size"]:
-                sums.append(self.sum_hashes(batch))
-                batch = []
-        if batch:
-            sums.append(self.sum_hashes(batch))
-        combined_sums = numpy.sum(sums, 0)
-        v = numpy.packbits(combined_sums > count / 2).tobytes()
-        return int.from_bytes(v, 'big')
+    def __init__(self):
+        self.models = {}
+        self.suffix = {".com", ".exe", ".dll", ".sys", ".scr", ".bat", ".cmd", ".ps1", ".vbs", ".wsf"}
+        self.labels = ["Pefile/White", "Script/White", "Pefile/General", "Script/General"]
+        self.detect = {"Pefile/General", "Script/General"}
+        self.resize = (224, 224)
 
-    def sum_hashes(self, digests):
-        bitarray = numpy.unpackbits(numpy.frombuffer(b''.join(digests), dtype='>B'))
-        return numpy.sum(numpy.reshape(bitarray, (-1, self.model["feature"])), 0)
+    def load_path(self, path):
+        for root, _, files in os.walk(path):
+            for file in files:
+                self.load_file(os.path.join(root, file))
 
-    def progress_bar(self, iteration, total, prefix='', suffix='', length=50, fill='█'):
-        percent = min(100.0, max(0.0, 100 * (iteration / float(total))))
-        end_char = '\n' if percent >= 100 else '\r'
-        percent_string = "{0:.2f}".format(percent)
-        filled_length = int(length * iteration // total)
-        bar = fill * filled_length + ' ' * (length - filled_length)
-        print(f'\r    {prefix: <10} |{bar}| {percent_string}% {suffix}', end=end_char)
+    def load_file(self, file):
+        if file.lower().endswith('.onnx'):
+            try:
+                self.models[file] = onnxruntime.InferenceSession(file)
+            except Exception:
+                return False
 
-    def predict(self, query):
-        query_hash = self.build_text(query)
-        max_ones = max(self.similar(x, query_hash) for x in self.model["ones"])
-        max_zero = max(self.similar(y, query_hash) for y in self.model["zero"])
-        return max_ones, max_zero
+    def is_valid_suffix(self, file_path):
+        return os.path.splitext(file_path)[-1].lower() in self.suffix
 
-    def similar(self, x, y):
-        hamming_distance = bin(x ^ y).count('1')
-        similarity = 1 - hamming_distance / self.model["feature"]
-        return similarity
+    def model_scan(self, file_path):
+        try:
+            if not self.models or not self.is_valid_suffix(file_path):
+                return False, False
+
+            model = next(iter(self.models.values()))
+            shape = model.get_inputs()[0].shape
+            channels = shape[-1] if shape[-1] in (1, 3) else (shape[1] if shape[1] in (1, 3) else 1)
+
+            file_sections = self.get_type(file_path)
+            if not file_sections:
+                return False, False
+
+            batch_images = [self.preprocess_image(data, self.resize, channels) for data in file_sections.values()]
+            arr = numpy.stack([numpy.asarray(img).astype('float32') / 255.0 for img in batch_images])
+            if arr.ndim == 3:
+                arr = arr[..., None]
+            if shape[-1] in (1, 3):
+                model_input = arr
+            elif shape[1] in (1, 3):
+                model_input = arr.transpose(0, 3, 1, 2)
+            else:
+                return False, False
+
+            input_name = model.get_inputs()[0].name
+            predictions = model.run(None, {input_name: model_input})[0]
+
+            label_scores = {label: [] for label in self.labels}
+            for pre_answers in predictions:
+                for k, score in enumerate(pre_answers):
+                    label_scores[self.labels[k]].append(score)
+            label_percentage = {label: (sum(scores)/len(scores))*100 for label, scores in label_scores.items() if scores}
+            if not label_percentage:
+                return False, False
+            best_label, best_conf = max(label_percentage.items(), key=lambda x: x[1])
+            if best_label in self.detect:
+                return best_label, int(best_conf)
+            return False, False
+        except Exception:
+            return False, False
+
+    def preprocess_image(self, file_data, size, channels=1):
+        width, height = size
+        wah = int(numpy.ceil(numpy.sqrt(len(file_data) / channels)))
+        arr = numpy.frombuffer(file_data, dtype=numpy.uint8)
+        img = numpy.zeros(wah*wah*channels, dtype=numpy.uint8)
+        img[:len(file_data)] = arr
+        if channels == 1:
+            image = Image.fromarray(img.reshape((wah, wah)), 'L')
+        else:
+            image = Image.fromarray(img.reshape((wah, wah, channels)), 'RGB')
+        return image.resize((width, height), Image.Resampling.NEAREST)
+
+    def is_text_file(self, content, sample_size=1024):
+        raw = content[:sample_size]
+        if not raw:
+            return False
+        text_char = set(range(32, 127)) | {9, 10, 13}
+        nontext = sum(b not in text_char for b in raw)
+        return nontext / len(raw) < 0.15
+
+    def get_type(self, file_path):
+        match_data = {}
+        if not self.is_valid_suffix(file_path):
+            return match_data
+        try:
+            with pefile.PE(file_path, fast_load=True) as pe:
+                sec = pe.OPTIONAL_HEADER.DATA_DIRECTORY[pefile.DIRECTORY_ENTRY['IMAGE_DIRECTORY_ENTRY_SECURITY']]
+                if bool(sec.VirtualAddress and sec.Size):
+                    return {}
+                for section in pe.sections:
+                    name = section.Name.rstrip(b'\x00').decode('latin1').lower()
+                    if (section.Characteristics & 0x00000020) and name not in self.SHELLS:
+                        match_data[name] = section.get_data()
+        except pefile.PEFormatError:
+            with open(file_path, 'rb') as f:
+                file_content = f.read()
+            if self.is_text_file(file_content):
+                match_data[os.path.splitext(file_path)[-1].lower()] = file_content
+        return match_data

PYAS_Extension.py

@@ -1,8 +0,0 @@
-slist = [".exe",".dll",".com",".msi",".scr",
-         ".js",".bat",".cmd",".ps1",".vbs"]
-
-alist = [".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"]

PYAS_Language.py

@@ -1,54 +0,0 @@
-translate_dict = {
-    "zh_TW": {"已开启":"已開啟","已关闭":"已關閉","On":"已開啟","Off":"已關閉"},
-    "zh_CN": {"已開啟":"已开启","已關閉":"已关闭","On":"已开启","Off":"已关闭",
-              "軟體":"软件","檔案":"文件","確定":"确认","設定":"设置","關於":"关于",
-              "錯誤":"错误","實時":"实时","發現":"发现","關閉":"关闭","裝置":"设备",
-              "總數":"总数","註冊":"注册","圖標":"图标","路徑":"路径","網路":"网络",
-              "位元":"字节","彈窗":"弹窗","靈敏":"敏感","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","介":"界",
-              "稱":"称","類":"类","輸":"输","執":"执","數":"数","尋":"寻","網":"网",
-              "詢":"询","製":"制","員":"员","許":"许","條":"条","藍":"蓝","紅":"红",
-              "綠":"绿","態":"态","務":"务","連":"连","檢":"检","測":"测","關":"关",
-              "強":"强","驅":"驱","為":"为","腳":"脚","增":"增","單":"单","開":"开",
-              "惡":"恶","據":"据","庫":"库","經":"经","敗":"败"},
-    "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 ","勒索行為":"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","黃色主題":"Yellow","紅色主題":"Red","語言":"Language ",
-              "藍色主題":"Blue","綠色主題":"Green","自定主題":"Custom","最新":"Latest ",
-              "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 ",
-              "已經是":"Already ","數據庫":"Database ","誤報":"False Positive ",
-              "高":"High ","新":"New ","和":"And ","可能會":"Possible ","會":"Can ",
-              "日誌":"Log","已":"Has ","彈窗":"Window ","要":"To ","驅動":"Drive ",
-              "的":"","顯示":"","個":"","嗎":"","中":"","了":"","行":"","立即":"",
-              "密鑰":"Key ","檢測":"Detect ","製作":"Make","  ":" "}}

PYAS_Model.json

@@ -1 +0,0 @@
-{"ones": [138514579140422510314615591404235408110, 138884061479927293269157399561321625124, 106913533745562494950237068000717194857, 56400517596638244422894049797604820621, 57509758994800025148320631233619478382, 266907975564823269757642468520682218021, 268764573572222081482569414853338147421, 301824928671740406049708617676147983911, 216322613833371885512412681366080352834, 305869899604823982125728318036880769198, 139390375862009821188813492031092843045, 140636369840301821837859972310736757357, 93525514883026399429643965685843744494, 85423552611944120389541188728576853614, 212959202992585676402479957744392065258, 310175323171803986711996189701871919269, 267073946987621142567955636205481517613, 130213060982497483351391950606798445166, 309453635424025901100964431663839207981, 98595718339270037315648519699911042861, 804810740308425468096265735208257617, 308840950453806983092423514217084578476, 322017788596429201866715226549004966766, 96855081274446633945978062387702817317, 309443088174281869980853203902500569645, 145963460354456926129955518358155059877, 100726355023313678737270049805708838766, 163055950804159105041684713458861453642, 139400638929619405534171854486176686629, 314740690747489056417995540920077280813, 309174548517306493765742812127600992824, 42649730517016866640152470265639253071, 266991032348753532132223164567115948653, 310834785753961546009345771577019752617, 138794485055151379651410532066913608701, 131790595577365633473641510877883811372, 333214357055760258309229460312077263456, 266919150567781465017126522717174383268, 309443250354319958579894353439906751021, 314760122553781807187305329030403597869, 309526327094009133336072658832466510380, 140783818610473943253735333316647117357, 266908765191386477077819778373267636908, 141960523677151839211304480019230155437, 236708587517087268685876607084596151010, 147109497140790587393132625769962294828, 98101030488836797416915605797123547821, 309443006965336732125112839751851204645, 163777668652403995261587270005386479850, 96850943187510051473774485962306807341, 314740690747489056417995540920077280813, 266907874033546142647711315245141475885, 128087963732730699244600678440497496745, 122948904762874323200167759687292791479, 144623683762647410432822459404215795881, 175281760716791954210630508746562429745, 98185566304403225600012489980760220205, 312173101091522310981766359248219144333, 165719174729833763978390369816514151589, 130453416906105788293089319006359032458, 309459962424693681697118037040663257637, 312110631309585432258276350165909913633, 266898908365541525694120496365498163769, 301974605256105130746947982559953757414, 46088979409888770325991887802833783310, 98097114716132427630865195752911955500, 98179117726185629973687845690377904685, 128833381668692705604881271753964704076, 288187285762824132116353144464193487405, 440767454710337817086060213441032296, 308755229979748206303057066098374746633, 310789353473439559353693532556983984677, 309443331008521396576751777765001683629, 272224825421632604778319829685274829501, 314740690747489056417995540920077280813, 288162135445850533606754792760600323239, 266908765349823459293196338896727065260, 266919475084642627997330537792153215533, 118095062731544531316068994170817536096, 309460205972074921952248716662523977893, 138980104556989140895595181268125835917, 96753309757095605084115148461573554213, 96783566280022178361451345888136274605, 267006527672619154632784726463056593709, 268325411442133354907118265595969561133, 45423085047571636176304357087088791778, 140693602135645422745421550777944908460, 266908927450643968163503768535437820588, 139317724478784922140315175893335437861, 98075229203956313888405997203836658285, 139307136862901466424877793378792006181, 141949813792938456152307200983465099405, 266887023150038950813539942248450810413, 266907873517942888138024343981564256813, 309527625168214095599527134475951948333, 288176899901775619274666676430489666220, 132687201639749430771754766010675328697, 298809467903569967359434970965896200999, 266909251929602884051145652263806452396, 96856378081010667424655802311172842021, 334364013698977648789398548127408169731, 138478276465840759527093181786120602252, 309517280516176477337549624053815730737, 309532816881431070079891773455787762221, 267006688625182579765726710919333306917, 301342822028899395690309866891238953529, 140889247564697972421510238399255437956, 301704982992736118799149217975167423010, 123342205008290812825969949820881134509, 309444547834874662752143629118327890477, 120368316428277902366824346477250637709, 96608366161759132771693290653207750157, 309258884864988268167108821321512280229, 266887185302388558609052276779780547237, 120204759374330029658546372684809684013, 266750361825108195839408748923433296011, 309541905261615072912890344878225383465, 136838710717061085016646030313491257547, 139400638929619405533018932981569839653, 309535252305417442974606230157044113441, 96865343064503306525844664637493502501, 98091942701683498853848791423305786021, 12268668727495Line truncated

PYAS_Version.py

@@ -2,7 +2,7 @@ import pyinstaller_versionfile
 
 pyinstaller_versionfile.create_versionfile(
 output_file="versionfile.txt",
-version='3.0.5',
+version='3.3.2',
 company_name="PYAS Security",
 file_description="Python Antivirus Software",
 internal_name="PYAS",

README.md

@@ -1,170 +1,68 @@
-# PYAS (Python Antivirus Software)
+# PYAS
 
-![PYAS](https://github.com/87owo/PYAS/assets/85057800/153bcad9-18ab-4c81-bcb6-186434d0ef1b)
+Python antivirus software uses deep learning and behavioral monitoring to block threats!
 
-## File Information
+![PYAS_UI](https://github.com/user-attachments/assets/68765836-7272-482f-b8cd-d8ba728d88ab)
 
-PYAS.py -> Main PYAS Program (including animation, scanning, protection functions, etc.)
+## Readme Language
 
-PYAS_Engine.py -> Conversion Database (used to convert database dict and list to and from each other)
+繁體中文 : https://github.com/87owo/PYAS/blob/main/README_zh_TW.md
 
-PYAS_Extension.py -> File Extension (including scanned file extensions and common file extensions)
-
-PYAS_Model.* -> Virus Database (the virus database must be placed in the same directory)
-
-PYAS_Interface.py -> PyQt5 Interface (designed by QT designer, must be matched with the main program)
-
-PYAS_Resource.py -> PyQt5 Resource (status pictures, icon packages, button icons, etc.)
-
-PYAS_Language.py -> Translate Dict (Traditional Chinese, Simplified Chinese, English)
-
-PYAS_Version.py -> Pyinstaller Info (file information, version information, original name, etc.)
+简体中文 : https://github.com/87owo/PYAS/blob/main/README_zh_CN.md
 
 ## Requirements
 
-Use pip install requirements to install import module
+Python 3.10 is recommended. Other Python versions may require different pip commands.
 
 ```
-psutil==5.9.5
-pefile==2023.2.7
-requests==2.31.0
-pyperclip==1.8.2
-pywin32==306
-PyQt5==5.15.9
+pip install numpy==1.26.4
+pip install onnxruntime==1.18.1
+pip install pefile==2023.2.7
+pip install Pillow==11.0.0
+pip install pyperclip==1.9.0
+pip install PySide6==6.9.1
+pip install requests==2.32.4
+pip install yara-python==4.5.4
 ```
 
-## Hash Scanning
+## File Information
 
-Use Qihoo 360 cloud service to scan known malicious files
+The following lists the storage locations of all relevant code and other related documents.
 
 ```
-import hashlib, requests
-import xml.etree.ElementTree as xmlet
-
-def hash_scan(file):
-    try:
-        with open(file, "rb") as f:
-            text = str(hashlib.md5(f.read()).hexdigest())
-        strBody = f'-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="md5s"\r\n\r\n{text}\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="format"\r\n\r\nXML\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="product"\r\n\r\n360zip\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="combo"\r\n\r\n360zip_main\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="v"\r\n\r\n2\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="osver"\r\n\r\n5.1\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="vk"\r\n\r\na03bc211\r\n-------------------------------7d83e2d7a141e\r\nContent-Disposition: form-data; name="mid"\r\n\r\n8a40d9eff408a78fe9ec10a0e7e60f62\r\n-------------------------------7d83e2d7a141e--'
-        response = requests.post('http://qup.f.360.cn/file_health_info.php', data=strBody, timeout=3)
-        if response.status_code == 200:
-            level = float(xmlet.fromstring(response.text).find('.//e_level').text)
-            if level > 50:
-                return "Virus"
-            elif level <= 10:
-                return "Safe"
-            return "Unknown"
-        return f"Error: {response.status_code}"
-    except Exception as e:
-        return f"Error: {e}"
-
-info = hash_scan("path to file")
-print(info)
+PYAS/
+├── Engine/
+│   ├── Models/              # Directory for ONNX AI models
+│   └── Rules/               # Directory for YARA and network rules
+│
+├── Plugins/
+│   └── Filter/              # Windows kernel driver for security protection
+│
+├── PYAS.py                  # Main application and GUI interface
+├── PYAS_Config.py           # Configuration handling and global parameters
+├── PYAS_Engine.py           # YARA and ONNX Scanning engine
+├── PYAS_Interface.py        # User interface definitions and widget logic
+├── PYAS_Resource.py         # Static resource management
+├── PYAS_Version.py          # Packaging and version info
+└── ...                      # Other supplementary folders and files
 ```
 
-## Pefile Scanning
+## Packaged Releases
 
-Get the pefile file function import table for scanning
-
-```
-import pefile
-
-def pe_scan(file):
-    try:
-        fn = []
-        with pefile.PE(file) as pe:
-            for entry in pe.DIRECTORY_ENTRY_IMPORT:
-                for func in entry.imports:
-                    try:
-                        fn.append(str(func.name, "utf-8"))
-                    except:
-                        pass
-            if fn in known_malicious_list:
-                return "Virus"
-            return "Safe"
-        return "Unknown"
-    except Exception as e:
-        return f"Error: {e}"
-
-info = pe_scan("path to file")
-print(info)
-```
-
-## Process Detect
-
-Show the new process name, file path, cmd line, pid
-
-```
-import psutil, time
-
-def proc_detect():
-    existing_processes = set()
-    for p in psutil.process_iter():
-        if p.pid not in existing_processes:
-            existing_processes.add(p.pid)
-    while True:
-        time.sleep(0.1)
-        for p in psutil.process_iter():
-            try:
-                if p.pid not in existing_processes:
-                    existing_processes.add(p.pid)
-                    name, file, cmd = p.name(), p.exe(), p.cmdline()
-                    print(f"Name: {name}")
-                    print(f"File: {file}")
-                    print(f"Pid: {p.pid}")
-                    print(f"Cmd: {cmd}")
-            except:
-                pass
-
-proc_detect()
-```
-
-## File Detect
-
-Monitor file changes under the specified path
-
-```
-import os, win32file, win32con
-
-def file_detect(path):
-    hDir = win32file.CreateFile(path,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)
-    while True:
-        for action, file in win32file.ReadDirectoryChangesW(hDir,10485760,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:
-                fpath = os.path.join(path, file)
-                if action == 1:
-                    print(f"File Create: {fpath}")
-                elif action == 2:
-                    print(f"File Delete: {fpath}")
-                elif action == 3:
-                    print(f"File Modify: {fpath}")
-                elif action == 4:
-                    print(f"File Rename: {fpath}")
-                elif action == 5:
-                    print(f"File Rename: {fpath}")
-            except:
-                pass
-
-file_detect("path")
-```
-
-## Official Website
-
-https://pyantivirus.wixsite.com/pyas
-
-https://github.com/87owo/PYAS
-
-## MIT license
-
-https://github.com/87owo/PYAS/blob/main/LICENSE.md
+Packaged Releases Download: https://github.com/87owo/PYAS/releases
 
 ## Support System
 
-Windows 8.1, 10, 11 (64-bit), Ram 1GB, Rom 1GB or higher
+| Config    | Permissions   | System version | Available memory | Available storage |
+|-----------|---------------|----------------|------------------|-------------------|
+| Minimum   | Administrator | Windows 8.1    | 200MB            | 100MB             |
+| Recommend | Administrator | Windows 10     | 300MB            | 200MB             |
+| Optimal   | Administrator | Windows 11     | 500MB            | 200MB             |
 
-Other systems may experience software malfunctions or crash
+## Official Website
 
-## Special Thanks
-360, Wix, VirusShare, mtkiao129, AV-T Team of LisectGroup
+https://github.com/87owo/PYAS
 
-Copyright© 2020~2024 PYAS Security By 87owo
+## Project License
+
+https://github.com/87owo/PYAS/blob/main/LICENSE.md

README_zh_CN.md

@@ -0,0 +1,61 @@
+# PYAS (Python 杀毒软件)
+
+![PYAS_UI](https://github.com/user-attachments/assets/68765836-7272-482f-b8cd-d8ba728d88ab)
+
+## 安装要求
+
+```
+pip install numpy==1.26.4
+pip install onnxruntime==1.18.1
+pip install pefile==2023.2.7
+pip install Pillow==11.0.0
+pip install pyperclip==1.9.0
+pip install PySide6==6.9.1
+pip install requests==2.32.4
+pip install yara-python==4.5.4
+```
+
+## 文件信息
+
+```
+PYAS/
+├── PYAS.py                  # 主程序，提供 PySide6 视觉化操作介面
+├── PYAS_Config.py           # 设定档处理与全域参数管理
+├── PYAS_Engine.py           # 扫描引擎，整合 YARA 规则与 ONNX AI 模型
+├── PYAS_Interface.py        # UI 介面定义与元件交互
+├── PYAS_Resource.py         # 资源档与静态资源管理
+├── PYAS_Version.py          # 程式版本与打包资讯
+├── Engine/
+│   ├── Models/              # AI 模型（ONNX 格式）存放目录
+│   └── Rules/               # YARA 规则与网路规则存放目录
+├── Plugins/
+│   └── Filter/              # 驱动程式目录
+│       └── PYAS_Driver.sys  # Windows 驱动程式（系统保护用）
+└── ...                      # 其它辅助资料夹与档案
+```
+
+## 官方网页
+
+https://pyantivirus.wixsite.com/pyas
+
+https://github.com/87owo/PYAS
+
+## 微软运行库
+
+https://github.com/87owo/Microsoft_Runtime/releases
+
+## 开源协议
+
+https://github.com/87owo/PYAS/blob/main/LICENSE.md
+
+## 支援系统
+
+Windows 10, 11 (64-bit), 内存 500MB, 存储 200MB 或更高
+
+其他系统或版本可能会遇到软体功能故障或程序崩溃
+
+## 特别感谢
+
+Wix, mtkiao129, 0sha0, AV-T Team of LisectGroup
+
+Copyright© 2020~2025 PYAS Security By 87owo

README_zh_TW.md

@@ -0,0 +1,61 @@
+# PYAS (Python 防毒軟體)
+
+![PYAS_UI](https://github.com/user-attachments/assets/68765836-7272-482f-b8cd-d8ba728d88ab)
+
+## 安裝要求
+
+```
+pip install numpy==1.26.4
+pip install onnxruntime==1.18.1
+pip install pefile==2023.2.7
+pip install Pillow==11.0.0
+pip install pyperclip==1.9.0
+pip install PySide6==6.9.1
+pip install requests==2.32.4
+pip install yara-python==4.5.4
+```
+
+## 檔案資訊
+
+```
+PYAS/
+├── PYAS.py                  # 主程式，提供 PySide6 視覺化操作介面
+├── PYAS_Config.py           # 設定檔處理與全域參數管理
+├── PYAS_Engine.py           # 掃描引擎，整合 YARA 規則與 ONNX AI 模型
+├── PYAS_Interface.py        # UI 介面定義與元件交互
+├── PYAS_Resource.py         # 資源檔與靜態資源管理
+├── PYAS_Version.py          # 程式版本與打包資訊
+├── Engine/
+│   ├── Models/              # AI 模型（ONNX 格式）存放目錄
+│   └── Rules/               # YARA 規則與網路規則存放目錄
+├── Plugins/
+│   └── Filter/              # 驅動程式目錄
+│       └── PYAS_Driver.sys  # Windows 驅動程式（系統保護用）
+└── ...                      # 其它輔助資料夾與檔案
+```
+
+## 官方網頁
+
+https://pyantivirus.wixsite.com/pyas
+
+https://github.com/87owo/PYAS
+
+## 微軟運行庫
+
+https://github.com/87owo/Microsoft_Runtime/releases
+
+## 開源協議
+
+https://github.com/87owo/PYAS/blob/main/LICENSE.md
+
+## 支援系統
+
+Windows 10, 11 (64-bit),記憶體 500MB, 磁碟容量 200MB 或更高
+
+其他系統或版本可能會遇到軟體功能故障或程序崩潰
+
+## 特別感謝
+
+Wix, mtkiao129, 0sha0, AV-T Team of LisectGroup
+
+Copyright© 2020~2025 PYAS Security By 87owo