diff --git a/ai_anti_malware/head.h b/ai_anti_malware/head.h
index f99b4c4..0cc949c 100644
--- a/ai_anti_malware/head.h
+++ b/ai_anti_malware/head.h
@@ -1,5 +1,5 @@
 #pragma once
-#define LOG_LEVEL 0
+#define LOG_LEVEL 1
 
 #define _CRT_SECURE_NO_WARNINGS
 #include <iostream>
diff --git a/ai_anti_malware/native_struct.h b/ai_anti_malware/native_struct.h
index 5301b1a..6144e84 100644
--- a/ai_anti_malware/native_struct.h
+++ b/ai_anti_malware/native_struct.h
@@ -1000,6 +1000,10 @@ struct moudle_import {
     void* function_callback;
     bool is_delayed_import;
 };
+struct moudle_import_ordinal {
+    uint64_t function_address;
+    uint64_t ordinal;
+};
 struct moudle_section {
     char name[9];
     ULONG base;
diff --git a/ai_anti_malware/sandbox.cpp b/ai_anti_malware/sandbox.cpp
index 22c0dc2..208374b 100644
--- a/ai_anti_malware/sandbox.cpp
+++ b/ai_anti_malware/sandbox.cpp
@@ -103,9 +103,11 @@ class ImportResolver : public peconv::t_function_resolver {
 class cListImportNames : public peconv::ImportThunksCallback {
    public:
     cListImportNames(BYTE* _modulePtr, size_t _moduleSize,
-                     std::vector<std::shared_ptr<moudle_import>>& name_to_addr)
+                     std::vector<std::shared_ptr<moudle_import>>& name_to_addr,
+                     std::vector<std::shared_ptr<moudle_import_ordinal>>& name_to_ordinal)
         : ImportThunksCallback(_modulePtr, _moduleSize),
-          nameToAddr(name_to_addr) {}
+          nameToAddr(name_to_addr),
+          ordinalImportFunc(name_to_ordinal) {}
 
     virtual bool processThunks(LPSTR lib_name, ULONG_PTR origFirstThunkPtr,
                                ULONG_PTR firstThunkPtr) {
@@ -148,10 +150,19 @@ class cListImportNames : public peconv::ImportThunksCallback {
             import_data->is_delayed_import = false;
             nameToAddr.push_back(import_data);
         }
+        else {
+            auto importFunc = std::make_shared<moudle_import_ordinal>();
+            T_FIELD raw_ordinal = desc->u1.Ordinal & (~ordinal_flag);
+
+            importFunc->function_address = call_via_rva;
+            importFunc->ordinal = raw_ordinal;
+            ordinalImportFunc.push_back(importFunc);
+        }
         return true;
     }
 
     std::vector<std::shared_ptr<moudle_import>>& nameToAddr;
+    std::vector<std::shared_ptr<moudle_import_ordinal>>& ordinalImportFunc;
 };
 class cFixImprot : public peconv::t_function_resolver {
    public:
@@ -455,8 +466,7 @@ auto Sandbox::ResoveImport() -> void {
     peconv::load_delayed_imports(static_cast<BYTE*>(m_peInfo->peBuffer), 0);
 
     // 解析导入表
-    cListImportNames importCallback(static_cast<BYTE*>(m_peInfo->peBuffer),
-                                    m_peInfo->peSize, m_impFuncDict);
+    cListImportNames importCallback(static_cast<BYTE*>(m_peInfo->peBuffer), m_peInfo->peSize, m_impFuncDict, m_impFuncOrdinalDict);
 
     if (!peconv::process_import_table(static_cast<BYTE*>(m_peInfo->peBuffer),
                                       m_peInfo->peSize, &importCallback)) {
diff --git a/ai_anti_malware/sandbox.h b/ai_anti_malware/sandbox.h
index f67d63d..128b447 100644
--- a/ai_anti_malware/sandbox.h
+++ b/ai_anti_malware/sandbox.h
@@ -275,6 +275,8 @@ class Sandbox {
     std::vector<std::shared_ptr<moudle_import>> m_impFuncDict;
     std::vector<std::shared_ptr<moudle_export>> m_exportFuncDict;
     std::vector<std::shared_ptr<struct_moudle>> m_moduleList;
+    std::vector<std::shared_ptr<moudle_import_ordinal>> m_impFuncOrdinalDict;
+
     std::map<std::string, std::shared_ptr<_fakeApi>> api_map;
     std::string m_commandLine;  // 存储命令行字符串
     // 创建一些基本的环境变量
diff --git a/ai_anti_malware/sandbox_api_com.cpp b/ai_anti_malware/sandbox_api_com.cpp
index e6e91b9..7c08c13 100644
--- a/ai_anti_malware/sandbox_api_com.cpp
+++ b/ai_anti_malware/sandbox_api_com.cpp
@@ -4,179 +4,274 @@
 #include <tlhelp32.h>
 #include "sandbox_api_com.h"
 
-// COM 初始化状态跟踪
-static bool g_comInitialized = false;
 
-// 计划任务COM组件具体实现
-class TaskServiceImpl : public TaskServiceSimulator {
-   private:
-    ULONG m_refCount = 1;
-
-   public:
-    HRESULT QueryInterface(REFIID riid, void** ppv) override {
-        // 这里只模拟基本的ITaskService接口
-        *ppv = this;
-        AddRef();
-        return S_OK;
-    }
-
-    ULONG AddRef() override { return ++m_refCount; }
-
-    ULONG Release() override {
-        ULONG ref = --m_refCount;
-        if (ref == 0) {
-            delete this;
-        }
-        return ref;
-    }
-
-    HRESULT Connect(VARIANT ServerName, VARIANT User, VARIANT Domain,
-                    VARIANT Password) override {
-        // 模拟连接成功
-        return S_OK;
-    }
-
-    HRESULT GetFolder(BSTR path, ITaskFolder** ppFolder) override {
-        // 模拟获取文件夹成功
-        *ppFolder = nullptr;  // 实际使用时需要创建ITaskFolder实现
-        return S_OK;
-    }
-
-    HRESULT NewTask(DWORD flags, ITaskDefinition** ppDefinition) override {
-        // 模拟创建新任务成功
-        *ppDefinition = nullptr;  // 实际使用时需要创建ITaskDefinition实现
-        return S_OK;
-    }
-};
-
-// COM 组件工厂实现
-bool ComObjectFactory::IsTaskSchedulerCLSID(const CLSID& clsid) {
-    // 检查是否是Task Scheduler 2.0 的CLSID
-    static const CLSID CLSID_TaskScheduler = {
-        0x0f87369f,
-        0xa4e5,
-        0x4cfc,
-        {0xbd, 0x3e, 0x73, 0xe6, 0x15, 0x45, 0x72, 0xdd}};
-
-    return IsEqualCLSID(clsid, CLSID_TaskScheduler);
-}
-
-ComObjectSimulator* ComObjectFactory::CreateInstance(const CLSID& clsid) {
-    if (IsTaskSchedulerCLSID(clsid)) {
-        return new TaskServiceImpl();
-    }
-    return nullptr;
+// 自定义函数：将GUID转换为字符串
+void GUIDToString(const GUID& guid, char* str, size_t size) {
+    // GUID格式: {XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX}
+    snprintf(str, size, "{%08X-%04X-%04X-%02X%02X-%02X%02X%02X%02X%02X%02X}",
+             guid.Data1, guid.Data2, guid.Data3, guid.Data4[0], guid.Data4[1],
+             guid.Data4[2], guid.Data4[3], guid.Data4[4], guid.Data4[5],
+             guid.Data4[6], guid.Data4[7]);
 }
 
 // COM API 实现
 void Api_CoInitializeEx(void* sandbox, uc_engine* uc, uint64_t address) {
-    Sandbox* sb = static_cast<Sandbox*>(sandbox);
+    auto context = static_cast<Sandbox*>(sandbox);
+    uint64_t pvReserved = 0;
+    uint32_t dwCoInit = 0;
 
     // 获取参数
-    uint32_t pvReserved = 0;
-    uint32_t dwCoInit = 0;
-    uc_mem_read(uc, address + 4, &pvReserved, sizeof(pvReserved));
-    uc_mem_read(uc, address + 8, &dwCoInit, sizeof(dwCoInit));
+    if (context->GetPeInfo()->isX64) {
+        // x64: rcx = pvReserved, rdx = dwCoInit
+        uc_reg_read(uc, UC_X86_REG_RCX, &pvReserved);
+        uc_reg_read(uc, UC_X86_REG_RDX, &dwCoInit);
+    } else {
+        // x86: 从栈上读取参数
+        uint32_t esp_address = 0;
+        uc_reg_read(uc, UC_X86_REG_ESP, &esp_address);
+        esp_address += 0x4;  // 跳过返回地址
 
-    // 设置COM初始化状态
-    g_comInitialized = true;
+        uint32_t temp_reserved;
+        uint32_t temp_coinit;
+        uc_mem_read(uc, esp_address, &temp_reserved, sizeof(uint32_t));
+        uc_mem_read(uc, esp_address + 0x4, &temp_coinit, sizeof(uint32_t));
+        pvReserved = temp_reserved;
+        dwCoInit = temp_coinit;
+    }
 
-    // 返回成功
-    uc_reg_write(uc, UC_X86_REG_EAX, &(uint32_t){S_OK});
+    // 打印日志
+    printf("[*] CoInitializeEx: pvReserved=0x%llx, dwCoInit=0x%x\n", pvReserved,
+           dwCoInit);
+
+    // 返回S_OK (0)
+    uint32_t result = 0;  // S_OK = 0
+    uc_reg_write(uc,
+                 context->GetPeInfo()->isX64 ? UC_X86_REG_RAX : UC_X86_REG_EAX,
+                 &result);
 }
 
 void Api_CoCreateInstance(void* sandbox, uc_engine* uc, uint64_t address) {
-    Sandbox* sb = static_cast<Sandbox*>(sandbox);
-
-    if (!g_comInitialized) {
-        uint32_t result = CO_E_NOTINITIALIZED;
-        uc_reg_write(uc, UC_X86_REG_EAX, &result);
-        return;
-    }
+    auto context = static_cast<Sandbox*>(sandbox);
+    uint64_t rclsid = 0;        // REFCLSID
+    uint64_t pUnkOuter = 0;     // LPUNKNOWN
+    uint32_t dwClsContext = 0;  // DWORD
+    uint64_t riid = 0;          // REFIID
+    uint64_t ppv = 0;           // LPVOID*
 
     // 获取参数
-    CLSID rclsid;
-    uint32_t pUnkOuter = 0;
-    uint32_t dwClsContext = 0;
-    IID riid;
-    uint32_t ppv = 0;
+    if (context->GetPeInfo()->isX64) {
+        // x64: rcx = rclsid, rdx = pUnkOuter, r8 = dwClsContext, r9 = riid
+        uc_reg_read(uc, UC_X86_REG_RCX, &rclsid);
+        uc_reg_read(uc, UC_X86_REG_RDX, &pUnkOuter);
+        uint64_t temp_context;
+        uc_reg_read(uc, UC_X86_REG_R8, &temp_context);
+        dwClsContext = static_cast<uint32_t>(temp_context);
+        uc_reg_read(uc, UC_X86_REG_R9, &riid);
 
-    uc_mem_read(uc, address + 4, &rclsid, sizeof(rclsid));
-    uc_mem_read(uc, address + 20, &pUnkOuter, sizeof(pUnkOuter));
-    uc_mem_read(uc, address + 24, &dwClsContext, sizeof(dwClsContext));
-    uc_mem_read(uc, address + 28, &riid, sizeof(riid));
-    uc_mem_read(uc, address + 44, &ppv, sizeof(ppv));
+        // 从栈上读取最后一个参数
+        uint64_t rsp;
+        uc_reg_read(uc, UC_X86_REG_RSP, &rsp);
+        uc_mem_read(uc, rsp + 0x28, &ppv, sizeof(uint64_t));
+    } else {
+        // x86: 从栈上读取参数
+        uint32_t esp_address = 0;
+        uc_reg_read(uc, UC_X86_REG_ESP, &esp_address);
+        esp_address += 0x4;  // 跳过返回地址
 
-    // 创建COM对象
-    ComObjectSimulator* obj = ComObjectFactory::CreateInstance(rclsid);
-    if (obj == nullptr) {
-        uint32_t result = CLASS_E_CLASSNOTAVAILABLE;
-        uc_reg_write(uc, UC_X86_REG_EAX, &result);
-        return;
+        uint32_t temp_params[5];  // 所有参数都是32位的
+        for (int i = 0; i < 5; i++) {
+            uc_mem_read(uc, esp_address + (i * 4), &temp_params[i],
+                        sizeof(uint32_t));
+        }
+
+        rclsid = temp_params[0];
+        pUnkOuter = temp_params[1];
+        dwClsContext = temp_params[2];
+        riid = temp_params[3];
+        ppv = temp_params[4];
     }
 
-    // 写入对象指针
-    uint32_t objPtr = reinterpret_cast<uint32_t>(obj);
-    uc_mem_write(uc, ppv, &objPtr, sizeof(objPtr));
+    // 读取并打印CLSID
+    CLSID clsid;
+    if (rclsid != 0) {
+        uc_mem_read(uc, rclsid, &clsid, sizeof(CLSID));
 
-    uint32_t result = S_OK;
-    uc_reg_write(uc, UC_X86_REG_EAX, &result);
+        // 将CLSID转换为字符串并打印
+        char clsidStr[40] = {0};
+        GUIDToString(clsid, clsidStr, sizeof(clsidStr));
+
+        printf("[*] CoCreateInstance: CLSID=%s, Context=0x%x\n", clsidStr,
+               dwClsContext);
+
+        // 也打印IID (接口ID)
+        if (riid != 0) {
+            IID iid;
+            uc_mem_read(uc, riid, &iid, sizeof(IID));
+            char iidStr[40] = {0};
+            GUIDToString(iid, iidStr, sizeof(iidStr));
+            printf("[*] CoCreateInstance: IID=%s\n", iidStr);
+        }
+    } else {
+        printf("[*] CoCreateInstance: CLSID=NULL, Context=0x%x\n",
+               dwClsContext);
+    }
+
+    // 创建一个假的接口指针
+    uint64_t fake_interface = 0xABABABABAB;
+
+
+    // 如果ppv有效，将fake_interface写入ppv指向的位置
+    if (ppv != 0) {
+        if (context->GetPeInfo()->isX64) {
+            uc_mem_write(uc, ppv, &fake_interface, sizeof(uint64_t));
+        } else {
+            uint32_t interface_32 = static_cast<uint32_t>(fake_interface);
+            uc_mem_write(uc, (uint32_t)ppv, &interface_32, sizeof(uint32_t));
+        }
+    }
+
+    // 返回S_OK (0)
+    uint32_t result = 0;  // S_OK = 0
+    uc_reg_write(uc,
+                 context->GetPeInfo()->isX64 ? UC_X86_REG_RAX : UC_X86_REG_EAX,
+                 &result);
 }
 
 void Api_VariantInit(void* sandbox, uc_engine* uc, uint64_t address) {
-    Sandbox* sb = static_cast<Sandbox*>(sandbox);
+    auto context = static_cast<Sandbox*>(sandbox);
+    uint64_t pvarg = 0;  // 指向VARIANT的指针
 
-    // 获取VARIANT指针
-    uint32_t pvarg = 0;
-    uc_mem_read(uc, address + 4, &pvarg, sizeof(pvarg));
+    // 获取参数
+    if (context->GetPeInfo()->isX64) {
+        // x64: rcx = pvarg
+        uc_reg_read(uc, UC_X86_REG_RCX, &pvarg);
+    } else {
+        // x86: 从栈上读取参数
+        uint32_t esp_address = 0;
+        uc_reg_read(uc, UC_X86_REG_ESP, &esp_address);
+        esp_address += 0x4;  // 跳过返回地址
 
-    // 初始化VARIANT结构体
-    VARIANT v;
-    VariantInit(&v);
+        uint32_t temp_pvarg;
+        uc_mem_read(uc, esp_address, &temp_pvarg, sizeof(uint32_t));
+        pvarg = temp_pvarg;
+    }
 
-    // 写回初始化后的VARIANT
-    uc_mem_write(uc, pvarg, &v, sizeof(VARIANT));
+    // 检查pvarg是否有效
+    if (pvarg != 0) {
+        // 初始化VARIANT结构体为VT_EMPTY
+        VARTYPE vt = VT_EMPTY;
+        uc_mem_write(uc, pvarg, &vt, sizeof(VARTYPE));
 
-    uint32_t result = S_OK;
-    uc_reg_write(uc, UC_X86_REG_EAX, &result);
+        // 清零VARIANT结构体的其余部分
+        uint8_t zeros[14] = {0};  // VARIANT结构体大小为16字节，前2字节为vt
+        uc_mem_write(uc, pvarg + sizeof(VARTYPE), zeros, sizeof(zeros));
+    }
+
+    printf("[*] VariantInit: pvarg=0x%llx\n", pvarg);
 }
 
 void Api_VariantClear(void* sandbox, uc_engine* uc, uint64_t address) {
-    Sandbox* sb = static_cast<Sandbox*>(sandbox);
+    auto context = static_cast<Sandbox*>(sandbox);
+    uint64_t pvarg = 0;  // 指向VARIANT的指针
 
-    // 获取VARIANT指针
-    uint32_t pvarg = 0;
-    uc_mem_read(uc, address + 4, &pvarg, sizeof(pvarg));
+    // 获取参数
+    if (context->GetPeInfo()->isX64) {
+        // x64: rcx = pvarg
+        uc_reg_read(uc, UC_X86_REG_RCX, &pvarg);
+    } else {
+        // x86: 从栈上读取参数
+        uint32_t esp_address = 0;
+        uc_reg_read(uc, UC_X86_REG_ESP, &esp_address);
+        esp_address += 0x4;  // 跳过返回地址
 
-    // 读取VARIANT结构体
-    VARIANT v;
-    uc_mem_read(uc, pvarg, &v, sizeof(VARIANT));
+        uint32_t temp_pvarg;
+        uc_mem_read(uc, esp_address, &temp_pvarg, sizeof(uint32_t));
+        pvarg = temp_pvarg;
+    }
 
-    // 清理VARIANT
-    VariantClear(&v);
+    // 检查pvarg是否有效
+    if (pvarg != 0) {
+        // 读取当前的VARIANT类型
+        VARTYPE vt;
+        uc_mem_read(uc, pvarg, &vt, sizeof(VARTYPE));
 
-    // 写回清理后的VARIANT
-    uc_mem_write(uc, pvarg, &v, sizeof(VARIANT));
+        // 将类型重置为VT_EMPTY并清零其余部分
+        vt = VT_EMPTY;
+        uc_mem_write(uc, pvarg, &vt, sizeof(VARTYPE));
 
-    uint32_t result = S_OK;
-    uc_reg_write(uc, UC_X86_REG_EAX, &result);
+        uint8_t zeros[14] = {0};
+        uc_mem_write(uc, pvarg + sizeof(VARTYPE), zeros, sizeof(zeros));
+    }
+
+    // 返回S_OK
+    uint32_t result = 0;  // S_OK
+    uc_reg_write(uc,
+                 context->GetPeInfo()->isX64 ? UC_X86_REG_RAX : UC_X86_REG_EAX,
+                 &result);
+
+    printf("[*] VariantClear: pvarg=0x%llx\n", pvarg);
 }
 
 void Api_SysAllocString(void* sandbox, uc_engine* uc, uint64_t address) {
-    Sandbox* sb = static_cast<Sandbox*>(sandbox);
+    auto context = static_cast<Sandbox*>(sandbox);
+    uint64_t psz = 0;  // 源字符串指针
 
-    // 获取字符串指针
-    uint32_t psz = 0;
-    uc_mem_read(uc, address + 4, &psz, sizeof(psz));
+    // 获取参数
+    if (context->GetPeInfo()->isX64) {
+        // x64: rcx = psz
+        uc_reg_read(uc, UC_X86_REG_RCX, &psz);
+    } else {
+        // x86: 从栈上读取参数
+        uint32_t esp_address = 0;
+        uc_reg_read(uc, UC_X86_REG_ESP, &esp_address);
+        esp_address += 0x4;  // 跳过返回地址
 
-    // 读取字符串
-    wchar_t buffer[MAX_PATH];
-    uc_mem_read(uc, psz, buffer, sizeof(buffer));
+        uint32_t temp_psz;
+        uc_mem_read(uc, esp_address, &temp_psz, sizeof(uint32_t));
+        psz = temp_psz;
+    }
 
-    // 分配BSTR
-    BSTR bstr = SysAllocString(buffer);
+    uint64_t bstr_ptr = 0;
+
+    // 如果源字符串有效
+    if (psz != 0) {
+        // 计算源字符串长度
+        size_t len = 0;
+        wchar_t wch;
+        do {
+            uc_mem_read(uc, psz + (len * sizeof(wchar_t)), &wch,
+                        sizeof(wchar_t));
+            len++;
+        } while (wch != 0 && len < 1024);  // 设置一个合理的最大长度限制
+        len--;  // 不包括null终止符
+
+        // 为BSTR分配内存：4字节长度 + 字符串内容 + 终止符
+        size_t bstr_size = sizeof(uint32_t) + (len + 1) * sizeof(wchar_t);
+        bstr_ptr = context->AllocateMemory(bstr_size);
+
+        if (bstr_ptr != 0) {
+            // 写入字符串长度（字节数）
+            uint32_t byte_len = static_cast<uint32_t>(len * sizeof(wchar_t));
+            uc_mem_write(uc, bstr_ptr, &byte_len, sizeof(uint32_t));
+
+            // 写入字符串内容
+            uint64_t string_offset = bstr_ptr + sizeof(uint32_t);
+            uc_mem_write(uc, string_offset, (void*)psz, byte_len);
+
+            // 添加终止符
+            wchar_t null_char = 0;
+            uc_mem_write(uc, string_offset + byte_len, &null_char,
+                         sizeof(wchar_t));
+
+            // BSTR指针指向字符串内容，不包括长度前缀
+            bstr_ptr = string_offset;
+        }
+    }
 
     // 返回BSTR指针
-    uint32_t result = reinterpret_cast<uint32_t>(bstr);
-    uc_reg_write(uc, UC_X86_REG_EAX, &result);
+    uc_reg_write(uc,
+                 context->GetPeInfo()->isX64 ? UC_X86_REG_RAX : UC_X86_REG_EAX,
+                 &bstr_ptr);
+
+    printf("[*] SysAllocString: psz=0x%llx, result=0x%llx\n", psz, bstr_ptr);
 }
diff --git a/ai_anti_malware/sandbox_api_com.h b/ai_anti_malware/sandbox_api_com.h
index 7f2551e..bfc3a3a 100644
--- a/ai_anti_malware/sandbox_api_com.h
+++ b/ai_anti_malware/sandbox_api_com.h
@@ -1,52 +1,11 @@
 #pragma once
 #include <windows.h>
 #include <combaseapi.h>
-#include <unicorn/unicorn.h>
 #include "sandbox.h"
 
-// 辅助函数声明
-void read_from_unicorn(uc_engine* uc, uint64_t address, void* buffer,
-                       size_t size);
-void write_to_unicorn(uc_engine* uc, uint64_t address, const void* buffer,
-                      size_t size);
-void set_return_value(uc_engine* uc, uint32_t value);
-
-// COM 组件接口定义
-struct ITaskService;
-struct ITaskFolder;
-struct ITaskDefinition;
-struct IRegisteredTask;
-
-// COM 组件模拟器基类
-class ComObjectSimulator {
-   public:
-    virtual ~ComObjectSimulator() = default;
-    virtual HRESULT QueryInterface(REFIID riid, void** ppv) = 0;
-    virtual ULONG AddRef() = 0;
-    virtual ULONG Release() = 0;
-};
-
-// 计划任务COM组件模拟器
-class TaskServiceSimulator : public ComObjectSimulator {
-   public:
-    virtual HRESULT Connect(VARIANT ServerName, VARIANT User, VARIANT Domain,
-                            VARIANT Password) = 0;
-    virtual HRESULT GetFolder(BSTR path, ITaskFolder** ppFolder) = 0;
-    virtual HRESULT NewTask(DWORD flags, ITaskDefinition** ppDefinition) = 0;
-};
-
 // COM API 模拟函数声明
 void Api_CoInitializeEx(void* sandbox, uc_engine* uc, uint64_t address);
 void Api_CoCreateInstance(void* sandbox, uc_engine* uc, uint64_t address);
 void Api_VariantInit(void* sandbox, uc_engine* uc, uint64_t address);
 void Api_VariantClear(void* sandbox, uc_engine* uc, uint64_t address);
-void Api_SysAllocString(void* sandbox, uc_engine* uc, uint64_t address);
-
-// COM 组件工厂
-class ComObjectFactory {
-   public:
-    static ComObjectSimulator* CreateInstance(const CLSID& clsid);
-
-   private:
-    static bool IsTaskSchedulerCLSID(const CLSID& clsid);
-};
\ No newline at end of file
+void Api_SysAllocString(void* sandbox, uc_engine* uc, uint64_t address);
\ No newline at end of file
diff --git a/ai_anti_malware/sandbox_api_emu.cpp b/ai_anti_malware/sandbox_api_emu.cpp
index 5170a5c..4fc6f72 100644
--- a/ai_anti_malware/sandbox_api_emu.cpp
+++ b/ai_anti_malware/sandbox_api_emu.cpp
@@ -1,6 +1,7 @@
 #include "sandbox.h"
 #include "sandbox_callbacks.h"
 #include "sandbox_api_winhttp.h"
+#include "sandbox_api_com.h"
 #include <tlhelp32.h>
 
 auto Api_QueryPerformanceCounter(void* sandbox, uc_engine* uc, uint64_t address)
@@ -1362,6 +1363,17 @@ auto Sandbox::InitApiHooks() -> void {
     auto FakeApi__initterm_e =
         _fakeApi{.func = Api__initterm_e, .paramCount = 2};
     auto FakeApi_getenv = _fakeApi{.func = Api_getenv, .paramCount = 1};
+    // 添加COM API
+    auto FakeApi_CoInitializeEx =
+        _fakeApi{.func = Api_CoInitializeEx, .paramCount = 2};
+    auto FakeApi_CoCreateInstance =
+        _fakeApi{.func = Api_CoCreateInstance, .paramCount = 5};
+    auto FakeApi_VariantInit =
+        _fakeApi{.func = Api_VariantInit, .paramCount = 1};
+    auto FakeApi_VariantClear =
+        _fakeApi{.func = Api_VariantClear, .paramCount = 1};
+    auto FakeApi_SysAllocString =
+        _fakeApi{.func = Api_SysAllocString, .paramCount = 1};
 
     api_map = {
         {"GetSystemTimeAsFileTime",
@@ -1499,6 +1511,12 @@ auto Sandbox::InitApiHooks() -> void {
         {"GetStringTypeW", std::make_shared<_fakeApi>(FakeApi_GetStringTypeW)},
         {"LCMapStringW", std::make_shared<_fakeApi>(FakeApi_LCMapStringW)},
         {"getenv", std::make_shared<_fakeApi>(FakeApi_getenv)},
+        {"CoInitializeEx", std::make_shared<_fakeApi>(FakeApi_CoInitializeEx)},
+        {"CoCreateInstance",
+         std::make_shared<_fakeApi>(FakeApi_CoCreateInstance)},
+        {"VariantInit", std::make_shared<_fakeApi>(FakeApi_VariantInit)},
+        {"VariantClear", std::make_shared<_fakeApi>(FakeApi_VariantClear)},
+        {"SysAllocString", std::make_shared<_fakeApi>(FakeApi_SysAllocString)},
     };
 }
 auto Sandbox::EmulateApi(uc_engine* uc, uint64_t address, uint64_t rip,