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Case op09 · evaluated model gemma431Bit · judges ClaudeAI, GeminiAI, OpenAI

Selection reason: stratified_random

Understanding point

xor data decryption
Code snippet · op09/code1.txt
int __fastcall sub_3270(int *a1, _DWORD **a2, int a3, int a4, _DWORD *a5, int a6)
{
  int v6; // ebx
  unsigned __int32 v7; // edi
  int v8; // eax
  char v9; // cl
  int v10; // esi
  int v11; // edi
  int v12; // ebx
  int v13; // edi
  int v14; // eax
  int v15; // ebx
  int v16; // ecx
  int v17; // edx
  int v18; // eax
  int v19; // esi
  int v20; // edx
  int v21; // eax
  int v22; // edi
  unsigned int v23; // edx
  unsigned int v24; // eax
  unsigned int v25; // ecx
  unsigned __int64 v26; // rt0
  unsigned int v27; // esi
  int v28; // ecx
  unsigned int v29; // ebx
  int v30; // esi
  __int16 v31; // cx
  int v32; // edx
  char *v33; // edi
  char *v34; // edx
  char i; // al
  unsigned int v36; // edi
  int v37; // edx
  int v38; // ecx
  int v39; // eax
  int v40; // edx
  int *v41; // edi
  int v42; // eax
  char *v43; // edx
  int v44; // eax
  int *v45; // edx
  int v47; // [esp+4h] [ebp-3D0h] BYREF
  int v48; // [esp+8h] [ebp-3CCh]
  int v49; // [esp+Ch] [ebp-3C8h]
  int v50; // [esp+10h] [ebp-3C4h]
  unsigned int v51; // [esp+14h] [ebp-3C0h] BYREF
  char v52[48]; // [esp+24h] [ebp-3B0h] BYREF
  int v53[104]; // [esp+54h] [ebp-380h]
  char v54[4]; // [esp+1F4h] [ebp-1E0h] BYREF
  unsigned int v55; // [esp+1F8h] [ebp-1DCh]
  int v56; // [esp+204h] [ebp-1D0h]
  int v57[60]; // [esp+208h] [ebp-1CCh] BYREF
  char *v58; // [esp+2F8h] [ebp-DCh]
  int v59; // [esp+2FCh] [ebp-D8h]
  const char *v60; // [esp+300h] [ebp-D4h]
  int v61; // [esp+304h] [ebp-D0h]
  __int16 v62; // [esp+308h] [ebp-CCh]
  int v63; // [esp+30Ch] [ebp-C8h]
  BOOL v64; // [esp+310h] [ebp-C4h]
  BOOL v65; // [esp+314h] [ebp-C0h]
  int v66; // [esp+318h] [ebp-BCh]
  _DWORD *v67; // [esp+31Ch] [ebp-B8h]
  int v68[3]; // [esp+320h] [ebp-B4h] BYREF
  int v69[2]; // [esp+32Ch] [ebp-A8h] BYREF
  char v70[4]; // [esp+334h] [ebp-A0h] BYREF
  char *v71; // [esp+338h] [ebp-9Ch]
  int v72; // [esp+33Ch] [ebp-98h] BYREF
  int v73; // [esp+344h] [ebp-90h] BYREF
  int v74; // [esp+350h] [ebp-84h]
  __int16 v75; // [esp+354h] [ebp-80h]
  BOOL v76; // [esp+358h] [ebp-7Ch]
  BOOL v77; // [esp+35Ch] [ebp-78h]
  BOOL v78; // [esp+360h] [ebp-74h]
  BOOL v79; // [esp+364h] [ebp-70h]
  int v80; // [esp+368h] [ebp-6Ch]
  int v81; // [esp+36Ch] [ebp-68h]
  int v82; // [esp+370h] [ebp-64h]
  int v83; // [esp+374h] [ebp-60h]
  int v84; // [esp+378h] [ebp-5Ch]
  int v85; // [esp+37Ch] [ebp-58h]
  int v86; // [esp+380h] [ebp-54h]
  unsigned int v87; // [esp+384h] [ebp-50h]
  int v88; // [esp+388h] [ebp-4Ch]
  BOOL v89; // [esp+38Ch] [ebp-48h]
  char *v90; // [esp+390h] [ebp-44h] BYREF
  _DWORD v91[2]; // [esp+398h] [ebp-3Ch] BYREF
  _DWORD v92[2]; // [esp+3A0h] [ebp-34h] BYREF
  _DWORD *v93; // [esp+3A8h] [ebp-2Ch] BYREF
  int v94; // [esp+3B0h] [ebp-24h] BYREF
  char v95; // [esp+3B8h] [ebp-1Ch] BYREF

  v83 = *a1;
  v6 = *(a4 + 8);
  v7 = _byteswap_ulong(0xBD3F20D5);
  v8 = a1[1];
  v67 = *a2;
  v88 = *(a6 + 4);
  v84 = v8;
  v9 = v7 - 1 + 2 * ~v7 + 2;
  v10 = __ROR4__(0, v9);
  v86 = v6;
  v11 = __ROR4__(_byteswap_ulong(v7 - 1 + 2 * ~v7 + 2), v9);
  v12 = v11 * ~((v11 & v10) + (v11 ^ v10));
  v13 = v12 - ((v11 & v10) + (v11 ^ v10)) * ~v11;
  v14 = __ROR4__(2 * (v10 | v13) - v10 - v13, -v9);
  v56 = 2 * v14;
  v15 = v12 + 2 * (1119936299 - v12) - (1119936299 - v12);
  v16 = -v15 - 1;
  v17 = (v16 & ~(2 * v14)) * ((2 * v14) & ~v16);
  v18 = -2 * v14 - 1;
  v19 = v18 & ~v15;
  v20 = -v17 - 1 - (v16 | v56) * (v56 & v16);
  v21 = (v15 & (-v56 - 1)) * (v15 | v18);
  v22 = -(v19 * (v15 & ~(-v56 - 1))) - 1;
  v66 = ~((v21 - v22) * ~v20) + ~(v22 - v21) * -v20 + 1;
  v55 = (v66 + 766303087) ^ 0xC714013F;
  v23 = 0;
  v87 = ((v66 + 92) ^ 0x79) ^ 0xE89907E4;
  v51 = (v66 + 1965159004) ^ 0xB366EB79;
  v24 = 0;
  v25 = v87;
  do
  {
    HIDWORD(v26) = v25;
    LODWORD(v26) = v25;
    HIDWORD(v26) = (v26 >> 12) + 1252637013;
    LODWORD(v26) = HIDWORD(v26);
    v25 = v26 >> 3;
    v52[v23] = *(v23 + 50075968) - v25;
    v24 = (__PAIR64__(v24, v23++) + 1) >> 32;
  }
  while ( __SPAIR64__(v24, v23) < 33 );
  v27 = 0;
  v85 = v51 ^ 0x7F40A7;
  v28 = v85;
  v62 = 413;
  v29 = 0;
  do
  {
    v28 += 135033851;
    *(v53 + v29) = word_2FC15F0[v29] - v28;
    v27 = (__PAIR64__(v27, v29++) + 1) >> 32;
  }
  while ( __SPAIR64__(v27, v29) < v62 );
  v30 = v53[21];
  v56 = 0;
  while ( 1 )
  {
    if ( v30 - v53[38] == v53[102] )
    {
      v30 += v53[79];
      v29 = 59;
      goto LABEL_31;
    }
    if ( (v53[6] ^ v30) == v53[48] )
    {
      v59 = 0;
      v58 = (unk_77D252C0)(*(*(__readfsdword(0x18u) + 48) + 24), 8, strlen(v60) + 66);
      v81 = 351;
      v82 = 74;
      v69[0] = v57[v29];
      v69[1] = v58;
      ((351 * (v51 ^ 0x78) + *(4 * (v51 ^ 0x5A0F66EB) - 657947212) + 74))(0, 0, 0, v69);
      v75 = v55 ^ 0x134;
      v31 = __ROL2__(__ROL2__(v75 + 15777, 1) - 11365, 9);
      v54[0] = -58 - v31;
      if ( v31 != 0xC6 )
      {
        v74 = 0;
        do
        {
          v31 = __ROL2__(__ROL2__(v31 + 15777, 1) - 11365, 9);
          v74 = (v74 + 1);
          v32 = (word_2FC2FC8[v74] - v31);
          v54[v74] = v32;
        }
        while ( v32 );
      }
      v33 = v58;
      v34 = v58;
      while ( *v33 )
        ++v33;
      strcpy(v33, v54);
      for ( i = *v58; i; i = *v34 )
        ++v34;
      strcpy(v34, v60);
      v68[2] = v84;
      *(&v47 + 200) = v83;
      v36 = v51;
      *(&v47 + 210) = (&v47 + 200);
      v71 = &v95;all
      *(&v47 + 207) = (&v47 + 190);
      *(&v47 + 208) = (&v47 + 194);
      v37 = *(4 * (v36 ^ 0x60596D1D) + 0x3F90C7EC);
      v38 = *(&v47 + 189);
      v70[0] = 0;
      v72 = v38;
      v80 = ((v37 + (v36 ^ 0x3B9A1528) - 1796805812))(v70, 1, &v73, &v72);
      v30 += v53[24];
      goto LABEL_31;
    }
    if ( v30 - v53[59] == v53[63] )
      break;
    if ( v53[76] + v30 == v53[68] )
    {
      v30 -= v53[62] - v53[12] * (1 - v65);
      goto LABEL_31;
    }
    if ( (v53[61] ^ v30) == v53[101] )
    {
      v30 += v53[36];
      ++v29;
      goto LABEL_31;
    }
    if ( v53[37] + v30 == v53[4] )
    {
      v30 ^= v53[2];
LABEL_28:
      v56 = 1;
      goto LABEL_31;
    }
    if ( (v53[84] ^ v30) == v53[75] )
    {
      v30 ^= v53[66];
      goto LABEL_28;
    }
    if ( v30 - v53[73] == v53[29] )
    {
      v94 = v59;
      v50 = -1;
      v49 = 0;
      v48 = 0;
      cleanup_heap(&v94);
      v30 ^= v53[65];
    }
LABEL_31:
    if ( (v53[47] ^ v30) == v53[10] )
    {
      v78 = v29 <= 0;
      v30 -= v53[28];
    }
    else if ( v53[43] + v30 == v53[69] )
    {
      v30 ^= v53[93] + v53[58] * (1 - v78);
    }
    else if ( v30 - v53[95] == v53[39] )
    {
      v30 ^= v53[30];
      ++v29;
    }
    else if ( (v53[49] ^ v30) == v53[33] )
    {
      v65 = v29 >= 0x3C || v56;
      v30 ^= v53[88];
    }
    else if ( (v53[90] ^ v30) == v53[25] )
    {
      v29 = 0;
      *v67 = 0;
      *a5 = 0;
      v30 += v53[83];
    }
    else if ( v30 - v53[52] == v53[53] )
    {
      v76 = v29 >= 0x3C;
      v30 -= v53[7];
    }
    else if ( v30 - v53[64] == v53[56] )
    {
      v64 = ((v51 ^ 0x72747B07) - 586668556) <= v61 || v56;
      v30 -= v53[20];
    }
    else if ( v30 - v53[26] == v53[86] )
    {
      v30 ^= v53[3];
      --v29;
    }
    else if ( v53[92] + v30 == v53[44] )
    {
      ++v61;
      v30 += v53[96];
    }
    else if ( v30 - v53[35] == v53[94] )
    {
      v30 += v53[19];
      v61 = 0;
    }
    else if ( v53[17] + v30 == v53[45] )
    {
      v30 ^= v53[70] - v53[9] * v89;
    }
    if ( v30 - v53[32] == v53[51] )
    {
      v30 ^= v53[98] + v53[23] * v76;
    }
    else if ( (v53[40] ^ v30) == v53[97] )
    {
      v30 ^= v53[27] + v53[16] * v79;
    }
    else if ( v30 - v53[14] == v53[13] )
    {
      v39 = sub_2F44620(v28);
      v68[0] = *(v39 + 816) ^ (-1711035 * (v51 ^ 0xF6) - 38);
      v60 = ((dword_2FB7A14[9 * (v51 ^ 0xA2) + 37] + (v51 ^ 0x4491A105) - 336722526))(v86, v88, v52, v68, -1);
      v30 -= v53[91];
    }
    else if ( (v53[50] ^ v30) == v53[8] )
    {
      v90 = v58;
      v50 = -1;
      v49 = -1;
      v48 = 1;
      cleanup_heap(&v90);
      v79 = v80 == 0;
      v30 -= v53[72];
    }
    else if ( v30 - v53[55] == v53[0] )
    {
      v91[1] = v68;
      v61 = ((*(4 * (v51 ^ 0xAF7C7B58) + 0x2FC97CC) + ((v51 ^ 0x37615B39) & 0x67E2BA03 | 0x981D004C)))(v91, 0, v29);
      v28 = v61;
      v40 = v57[v29];
      v30 ^= v53[18];
      v41 = &v57[v61];
      v57[v29] = *v41;
      *v41 = v40;
    }
    else if ( v30 - v53[67] == v53[1] )
    {
      v30 ^= v53[46] + v53[42] * v77;
    }
    else if ( (v53[100] ^ v30) == v53[11] )
    {
      v42 = 15;
      v43 = v54;
      do
      {
        --v42;
        *v43++ = 0;
      }
      while ( v42 != -1 );
      v30 -= v53[99];
    }
    else if ( v53[54] + v30 == v53[74] )
    {
      v30 += v53[15];
      v29 = 0;
    }
    else if ( v53[78] + v30 == v53[57] )
    {
      v57[v29] = v29;
      v30 -= v53[89];
    }
    if ( v53[41] + v30 == v53[5] )
    {
      v77 = v63 != 0;
      v30 += v53[81];
    }
    else if ( v53[60] + v30 == v53[82] )
    {
      v30 ^= v53[22] - v53[71] * v64;
    }
    else if ( v53[80] + v30 == v53[87] )
    {
      v30 -= v53[77];
    }
    else if ( v53[34] + v30 == v53[31] )
    {
      v92[1] = v52;
      v93 = v67;
      v89 = ((*(995237540 - 4 * (v51 ^ 0x5E96D695)) + (v51 ^ 0x5083E7B3)))(-1, 0, v92, &v93, v63, a5, v59) == 0;
      v30 += v53[85];
    }
  }
  v44 = 479;
  v45 = &v51;
  do
  {
    --v44;
    *v45 = 0;
    v45 = (v45 + 1);
  }
  while ( v44 != -1 );
  return v56;
}
Evaluated model output (what the LLM said about the code) · op09/result_gemma431Bit1.txt
This code is a highly obfuscated function, likely part of a malware loader or a sophisticated backdoor. It employs several advanced anti-analysis techniques to hide its true intent.

### 1. Functionality Description
The primary purpose of this code is to act as a **dispatcher or a custom Virtual Machine (VM)**. Instead of executing a linear sequence of instructions, the code decrypts a "bytecode" table into memory and then enters a large loop that evaluates the current state (`v30`) to determine which "opcode" (block of logic) to execute next.

**The execution flow follows these stages:**
1.  **Opaque Predicate Calculation:** The function begins with a series of complex, mathematically redundant operations (e.g., `v9` through `v66`). These are designed to confuse static analyzers and waste the reverse engineer's time; they ultimately resolve to a few constant values used as keys for decryption.
2.  **String and Table Decryption:** 
    *   It decrypts a string into `v52` using a subtraction-based cipher.
    *   It decrypts a larger table of values into `v53` (the VM's jump table/bytecode).
3.  **The Dispatcher Loop:** The `while(1)` loop acts as the VM engine. It checks `v30` against values in the `v53` array. Depending on the match, it performs specific actions:
    *   **Dynamic API Resolution:** It accesses the Process Environment Block (PEB) via `__readfsdword(0x18u)` to locate the `Ldr` (Loader) and manually resolve function addresses, bypassing the Import Address Table (IAT).
    *   **Memory Management:** It allocates memory (`unk_77D252C0` is likely a wrapper for `VirtualAlloc` or `HeapAlloc`).
    *   **String Construction:** It builds strings dynamically using `strcpy` and custom rotations (`__ROL2__`).
    *   **Execution of Resolved APIs:** It calls functions via calculated pointers (e.g., `((351 * (v51 ^ 0x78) ... ))`).
4.  **Cleanup:** Before returning, the code zeros out a significant portion of the stack (`v44` loop) to remove traces of the decrypted strings and API pointers.

### 2. Well-Known Algorithms
*   **Control Flow Flattening:** The structure of the `while(1)` loop with a state variable (`v30`) is a classic implementation of control flow flattening, used to hide the logical sequence of the program.
*   **Custom Substitution/XOR Cipher:** The loops decrypting `v52` and `v53` use a basic subtraction/XOR cipher.
*   **PEB Walking:** The use of `fs:[0x18]` is the standard algorithm for manually resolving `kernel32.dll` and other system APIs in Windows malware.

### 3. Indicators of Compromise (IOCs)
Because the code is heavily obfuscated and uses dynamic decryption, there are no plaintext IOCs in this snippet. However, the following **behavioral IOCs** are present:
*   **API Resolution Pattern:** Access to `__readfsdword(0x18u)` (PEB) followed by dynamic function calls.
*   **Memory Artifacts:** Decryption of a table of ~413 elements (`v62 = 413`) used for control flow.
*   **Stack Cleaning:** A loop that explicitly zeros out memory at the end of the function to hinder memory forensics.

### 4. MITRE ATT&CK Mapping

| Technique ID | Technique Name | Justification |
| :--- | :--- | :--- |
| **T1027** | Obfuscated Files or Information | Use of control flow flattening, string encryption, and opaque predicates to hide logic. |
| **T1102** | Manual API Resolution | Accessing the PEB (`__readfsdword(0x18u)`) to resolve functions without using the IAT. |
| **T1055** | Process Injection (Inferred) | The pattern of `VirtualAlloc` $\rightarrow$ `strcpy` $\rightarrow$ Dynamic Call is highly indicative of preparing a payload for injection. |
| **T1070.004** | Indicator Removal on Host | The final loop that zeros out the stack is an attempt to remove forensic artifacts from memory. |

### 5. Obfuscation and Evasion Techniques
*   **Opaque Predicates:** The initial math (e.g., `v12 = v11 * ~((v11 & v10) + (v11 ^ v10))`) is designed to look complex but results in a constant.
*   **Control Flow Flattening:** The logic is broken into pieces and managed by a central dispatcher, making it impossible to follow the "story" of the code via a standard graph view.
*   **Dynamic API Resolution:** By not listing functions like `GetProcAddress` or `VirtualAlloc` in the IAT, the malware avoids detection by basic static scanners.
*   **String Encryption:** All critical strings (API names, paths, etc.) are decrypted only at runtime.
*   **Anti-Forensics:** The explicit zeroing of the stack before the function returns.

### 6. Observed Facts vs. Inferred Behavior

**Observed Facts (Directly from code):**
*   The code accesses the PEB via `__readfsdword(0x18u)`.
*   There is a `while(1)` loop that uses a state variable `v30` to jump between blocks of code.
*   Two decryption loops exist: one for a 33-byte string and one for a 413-element table.
*   The code uses `strcpy` to concatenate strings.
*   The code zeros out a memory region on the stack before returning.

**Inferred Behavior (Reasoning):**
*   **Inference:** The function is likely a loader. **Reasoning:** The combination of PEB walking, memory allocation, and string construction is the standard "bootstrap" phase for loading a secondary payload.
*   **Inference:** The complex math at the start is junk code. **Reasoning:** The operations are mathematically circular and serve no purpose other than to derive a few constants.
*   **Inference:** The function is designed to evade EDR/AV. **Reasoning:** The use of IAT evasion and stack cleaning are specific techniques used to bypass security software and forensic memory analysis.

LLM judge panel

ClaudeAI judge verdict: satisfiedop09/judge_ClaudeAI_gemma431Bit_up0_1.txt
{
  "understanding_point": "xor data decryption",
  "full_evaluation": "The understanding point concerns XOR-based data decryption. The summary explicitly mentions XOR decryption in several places. In the 'Well-Known Algorithms' section it states: 'Custom Substitution/XOR Cipher: The loops decrypting v52 and v53 use a basic subtraction/XOR cipher.' It also references decryption operations involving XOR-like constructs such as '(v51 ^ 0x78)'. While the summary somewhat hedges by describing the cipher as 'subtraction/XOR' (uncertain between subtraction and XOR for the string decryption), it clearly attributes XOR-based decryption to the data/table decryption loops. The core factual content -- that XOR is used to decrypt data -- is conveyed. This is a clear enough statement of XOR data decryption.",
  "explanation": "The summary explicitly states that decryption loops use a XOR cipher to decrypt data tables and strings, directly conveying XOR data decryption.",
  "evidence": "Custom Substitution/XOR Cipher: The loops decrypting v52 and v53 use a basic subtraction/XOR cipher.",
  "support_strength": 3,
  "satisfied": "true"
}
GeminiAI judge verdict: satisfiedop09/judge_GeminiAI_gemma431Bit_up0_1.txt
{
  "understanding_point": "xor data decryption",
  "full_evaluation": "The summary explicitly states that a \"Custom Substitution/XOR Cipher\" is used for decryption. It further clarifies that \"The loops decrypting v52 and v53 use a basic subtraction/XOR cipher.\" Here, v52 is described as a decrypted string and v53 as a decrypted table of values/bytecode, both of which constitute 'data'. This directly addresses the understanding point.",
  "explanation": "The summary explicitly mentions a 'Custom Substitution/XOR Cipher' being used to decrypt a string and a table of values, which are forms of data.",
  "evidence": "Custom Substitution/XOR Cipher: The loops decrypting `v52` and `v53` use a basic subtraction/XOR cipher.",
  "support_strength": 3,
  "satisfied": "true"
}
OpenAI judge verdict: satisfiedop09/judge_OpenAI_gemma431Bit_up0_1.txt
{
  "understanding_point": "xor data decryption",
  "full_evaluation": "The candidate summary clearly addresses the understanding point. It repeatedly states that the code performs decryption of strings and tables, and specifically characterizes the cipher as involving XOR. The most direct statement is that the loops decrypting v52 and v53 use a subtraction/XOR cipher, which is an explicit description of XOR-based data decryption. There is no contradiction; although it also mentions subtraction-based decryption, that does not negate the stated XOR component. Therefore the understanding point is clearly expressed.",
  "explanation": "The summary explicitly says the code decrypts data using a subtraction/XOR cipher. This directly satisfies the point that XOR data decryption is present.",
  "evidence": "The loops decrypting `v52` and `v53` use a basic subtraction/XOR cipher.",
  "support_strength": 3,
  "satisfied": "true"
}

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