Case op06 · evaluated model gemma431Bit · judges ClaudeAI, GeminiAI, OpenAI

Selection reason: disagreement_census

Understanding point

calculating the time window at which the malware is running
Code snippet · op06/code_clean1.txt
__int64 __fastcall sub_180008BE0(__int64 a1, __int64 a2) {
 v153 = &dword_9688;
  v53 = &dword_9688;
  var01 = 0xC9DA0;
  iv = byte_968C;
  var02 = &unk_969C;
  v154 = sub_02;
  v76 = (BYTE *)sub_02;
  v75 = &unk_B78 - (_UNKNOWN *)sub_02;
  sub_01((BYTE *)sub_02);
  sub_02(&n36200);
  sub_01(v76);
  v23 = n36200;

  for ( i = 3; ; ++i )
  {
    v42 = i - 1;
    v10 = 0;
    for ( j = 3; j < v42; ++j )
    {
      if ( !(i % j) )
      {
        if ( v10 == 2 )
        {
          v10 = 3;
          break;
        }
        *(&var08 + v10++) = j;
      }
    }
    if ( v10 != 2 )
      continue;
    v12 = var08;
    if ( var08 >= 2 )
    {
      if ( v12 == 2 )
      {
        v3 = 1;
      }
      else if ( v12 % 2 )
      {
        for ( k = 3; k * k <= v12; k += 2 )
        {
          if ( !(v12 % k) )
          {
            v3 = 0;
            goto LABEL_36;
          }
        }
        v3 = 1;
      }
      else
      {
        v3 = 0;
      }
    }
    else
    {
      v3 = 0;
    }
LABEL_36:
    if ( !v3 )
      continue;
    v14 = var09;
    if ( var09 >= 2 )
    {
      if ( v14 == 2 )
      {
        v4 = 1;
      }
      else if ( v14 % 2 )
      {
        for ( m = 3; m * m <= v14; m += 2 )
        {
          if ( !(v14 % m) )
          {
            v4 = 0;
            goto LABEL_49;
          }
        }
        v4 = 1;
      }
      else
      {
        v4 = 0;
      }
    }
    else
    {
      v4 = 0;
    }
LABEL_49:
    if ( !v4 )
      continue;
    if ( !v23 )
      break;
    --v23;
  }
  v135[0] = i;
  v135[1] = var08;
  v135[2] = var09;
  qmemcpy(v203, v135, sizeof(v203));
  qmemcpy(v204, v203, sizeof(v204));
  qmemcpy(var03, v204, 0xCu);
  size = 12;
  bTrue_1 = dword_0x10f & 4;
  if ( (dword_0x10f & 4) != 0 )               
  {
    v155 = var10;
    v78 = (BYTE *)var10;
    v77 = &unk_BC8 - (_UNKNOWN *)var10;
    sub_01((BYTE *)var10);
    var10(n345600);
    sub_01(v78);
    v156 = var_0aa;
    v80 = (BYTE *)var_0a;
    v79 = (char *)sub_C18 - (char *)var_0aa;
    sub_01((BYTE *)var_0aa);
    var_0aa(n311015);
    sub_01(v80);
    v157 = sub_10;
    v82 = (BYTE *)sub_10;
    v81 = &unk_72D4 - (_UNKNOWN *)sub_10;
    sub_01((BYTE *)sub_10);
    sub_11 = sub_10();
    sub_01(v82);

    ((void (__fastcall *)(_QWORD *))sub_11)(v83);
    pThread[1] = 116444736000000000LL;
    v39 = v83[0] - 116444736000000000LL;
    v54 = (v83[0] - 116444736000000000LL) / 10000000uLL - n311015[0];
    n311015[1] = n345600[0];
    v177[0] = v54 / n345600[0];
    size = 20;
  }
  var06 = 0;
  if ( (dword_0x10f & 1) != 0 )                
  {

    n311015[2] = sub_0b;
    v84 = (BYTE *)sub_0b;
    v83[1] = &unk_73E4 - (_UNKNOWN *)sub_0b;
    sub_01((BYTE *)sub_0b);
    sub_0b1 = sub_0b();
    sub_01(v84);
    ((void (__fastcall *)(_QWORD, _BYTE *, __int64))sub_0b1)(0, var_0b1, 260);
    filename = var_0b1;
    for ( n = var_0b1; *(_WORD *)n; n += 2 )
    {
      if ( *(_WORD *)n == '\\' || *(_WORD *)n == '/' )
        filename = n + 2;
    }
    v161 = sub_0b2;
    v86 = (BYTE *)sub_0b2;
    v85 = &unk_74C4 - (_UNKNOWN *)sub_0b2;
    sub_01((BYTE *)sub_0b2);
    sub_0b4 = (void (__fastcall *)(BYTE *))sub_0b2();
    sub_01(v86);
    sub_0b4(filename);
    v163 = sub_0b3;
    v88 = (BYTE *)sub_0b3;
    v87 = &unk_75A4 - (_UNKNOWN *)sub_0b3;
    sub_01((BYTE *)sub_0b3);
    lstrlenW = (__int64 (__fastcall *)(BYTE *))sub_0b3();
    sub_01(v88);
    var06 = 2 * lstrlenW(filename);
    size += var06;
  }
  lastArg = 0;
  lastArgLen = 0;
  if ( (dword_0x10f & 2) != 0 )                
  {
    v165 = sub_0b5;
    v90 = (BYTE *)sub_0b5;
    v89 = &unk_76A8 - (_UNKNOWN *)sub_0b5;
    sub_01((BYTE *)sub_0b5);
    GetCommandLineW = (__int64 (*)(void))sub_0b5();
    sub_01(v90);
    cmdLineW = GetCommandLineW();
    v167 = sub_0b6;
    v92 = (BYTE *)sub_0b6;
    v91 = &unk_77B4 - (_UNKNOWN *)sub_0b6;
    sub_01((BYTE *)sub_0b6);
    sub_0b7 = (__int64 (__fastcall *)(__int64, int *))sub_0b6();
    sub_01(v92);
    argvW = (BYTE **)sub_0b7(cmdLineW, &argc);
    if ( argc > 0 )
    {
      n345600[1] = argc - 1;
      lastArg = argvW[argc - 1];
      v171 = sub_0b3;
      v94 = (BYTE *)sub_0b3;
      v93 = &unk_75A4 - (_UNKNOWN *)sub_0b3;
      sub_01((BYTE *)sub_0b3);
      sub_0b8 = (__int64 (__fastcall *)(BYTE *))sub_0b3();
      sub_01(v94);
      lastArgLen = 2 * sub_0b8(lastArg);
      size += lastArgLen;
    }
  }
  *(_DWORD *)v25 = 0;
  v173 = var_0b9;
  v96 = (BYTE *)var_0b9;
  v95 = &unk_B28 - (_UNKNOWN *)var_0b9;
  sub_01((BYTE *)var_0b9);
  var_0b9(v25);
  sub_01(v96);
  v174 = sub_0b9;
  v98 = (BYTE *)sub_0b9;
  v97 = &unk_4BC4 - (_UNKNOWN *)sub_0b9;
  sub_01((BYTE *)sub_0b9);
  LOBYTE(v2) = sub_0b9(v25[0]);
  var_0b10 = v2;
  sub_01(v98);
  if ( var_0b10 )
    size += 4;
  v175 = lib_memcpy;
  v100 = (BYTE *)lib_memcpy;
  v99 = &unk_6F54 - (_UNKNOWN *)lib_memcpy;
  sub_01((BYTE *)lib_memcpy);
  lib_memcpy(var04, var03, 0xCu);
  sub_01(v100);
  var05 = 12;
  if ( bTrue_1 )
  {
    v176 = lib_memcpy;
    v102 = (BYTE *)lib_memcpy;
    v101 = &unk_6F54 - (_UNKNOWN *)lib_memcpy;
    sub_01((BYTE *)lib_memcpy);
    lib_memcpy(time_result_qword, (BYTE *)v177, 8u);
    sub_01(v102);
    var05 = 20;
  }
  v177[1] = lib_memcpy;
  v104 = (BYTE *)lib_memcpy;
  v103 = &unk_6F54 - (_UNKNOWN *)lib_memcpy;
  sub_01((BYTE *)lib_memcpy);
  lib_memcpy(&var04[var05], filename, var06);
  sub_01(v104);
  v6 = var06 + var05;
  v177[2] = lib_memcpy;
  v106 = (BYTE *)lib_memcpy;
  v105 = &unk_6F54 - (_UNKNOWN *)lib_memcpy;
  sub_01((BYTE *)lib_memcpy);
  lib_memcpy(&var04[v6], lastArg, lastArgLen);
  sub_01(v106);
  v177[3] = var_0b11;
  v108 = (BYTE *)var_0b11;
  v107 = &unk_35BC - (_UNKNOWN *)var_0b11;
  sub_01((BYTE *)var_0b11);
  v27 = var_0b11(var04, size, var_0b12);
  sub_01(v108);
  if ( v27 )
    return v27;
  v177[4] = sub_0b12;
  v110 = (BYTE *)sub_0b12;
  v109 = &unk_44F0 - (_UNKNOWN *)sub_0b12;
  sub_01((BYTE *)sub_0b12);
  v28 = sub_0b12(var_0b12, iv, var02, var01, 64, &var_0b13, &a7);
  sub_01(v110);
}
Evaluated model output (what the LLM said about the code) · op06/result_gemma431Bit1.txt
This code appears to be a **system fingerprinting and anti-analysis routine**, likely used by a piece of malware to generate a unique hardware/environment ID (HWID) and evade automated sandbox detection.

### 1. Functionality Description
The function `sub_180008BE0` performs the following sequence of operations:

1.  **Anti-Analysis Delay (Computational Puzzle):** The code enters a complex nested loop that calculates prime numbers. It iterates through integers, counts their divisors, and verifies if specific values are prime. This is not used for a functional purpose other than to consume CPU cycles and time, which is a common technique to "time out" automated sandboxes that only monitor a sample for a few minutes.
2.  **System Information Gathering (Fingerprinting):** Based on a bitmask (`dword_0x10f`), the code selectively collects system metadata:
    *   **Time/Uptime:** It retrieves the current system time, subtracts a large constant (`116444736000000000LL`), and performs calculations to determine a time-based offset.
    *   **Executable Identity:** It retrieves the full path of the current running process and parses it to extract only the filename.
    *   **Execution Context:** It retrieves the command line used to launch the process and extracts the final argument passed to the malware.
3.  **Data Aggregation:** All collected data (the results of the prime loop, the time offset, the filename, and the last command-line argument) are concatenated into a single contiguous memory buffer (`var04`).
4.  **Encryption/Hashing:** The aggregated buffer is passed through two final functions. The first (`var_0b11`) likely prepares or hashes the data, and the second (`sub_0b12`) encrypts the data using a provided Initialization Vector (`iv`), a key/S-box (`var02`), and a constant (`var01`).

---

### 2. Well-Known Algorithms
*   **Primality Testing:** The nested loops implement a basic trial division algorithm to identify prime numbers.
*   **Symmetric Encryption:** While the specific cipher is not named, the use of an **IV (Initialization Vector)**, a key/S-box (`var02`), and a block-size-like constant (`64`) strongly suggests a symmetric block cipher (e.g., AES or a custom XOR-based stream cipher).
*   **String Parsing:** A basic loop is used to find the last occurrence of `\` or `/` to isolate a filename from a path.

---

### 3. Indicators of Compromise (IOCs)
*   **Constants:**
    *   `0xC9DA0` (Used as a key/seed for encryption).
    *   `116444736000000000LL` (Used as a time epoch offset).
*   **Behavioral IOCs:**
    *   High CPU usage during the initial execution phase (due to the prime number loop).
    *   Calls to `GetCommandLineW` and `GetModuleFileNameW` (inferred from the logic).

---

### 4. MITRE ATT&CK Mapping

| Technique ID | Technique Name | Justification |
| :--- | :--- | :--- |
| **T1497** | Virtualization/Sandbox Evasion | The prime number calculation loop is designed to delay execution and exhaust sandbox time limits. |
| **T1082** | System Information Discovery | The code collects the executable filename, command-line arguments, and system time to fingerprint the host. |
| **T1027** | Obfuscated Files or Information | The use of `sub_01` as a wrapper for API calls and the final encryption of the fingerprint data. |
| **T1059** | Command and Scripting Interpreter | The code specifically extracts the last argument from the command line, often used to receive C2 configuration or keys. |

---

### 5. Obfuscation and Evasion Techniques
*   **API Cloaking/Dynamic Resolution:** The pattern `sub_01(func); func(); sub_01(func);` is a significant indicator of evasion. `sub_01` likely decrypts the function pointer in memory just before the call and re-encrypts it immediately after. This prevents static analysis tools from seeing a clear Import Address Table (IAT).
*   **Computational Delay:** The prime number loop is a "busy-wait" mechanism. Unlike `Sleep()`, which sandboxes can easily skip (fast-forward), this requires actual CPU cycles, making it harder to bypass.
*   **Data Encryption:** The final fingerprint is encrypted before being used or sent, preventing analysts from easily seeing what system information is being exfiltrated.

---

### 6. Observed Facts vs. Inferred Behavior

**Observed Facts (Directly from code):**
*   The code calculates primes using trial division.
*   It checks a bitmask (`dword_0x10f`) to decide which data to collect.
*   It uses `GetCommandLineW` (via a resolved pointer) to get arguments.
*   It uses a constant `116444736000000000LL` for time calculations.
*   It calls a function (`sub_0b12`) with an IV and a 64-byte parameter.
*   It wraps function calls with `sub_01`.

**Inferred Behavior (Reasoning):**
*   **Purpose:** I infer this is a "Registration" or "Bot ID" routine. Malware often does this to ensure a single infection isn't counted multiple times on a C2 server.
*   **API Resolution:** I infer `sub_01` is an API decryption routine because of the symmetric "wrap" around the function calls.
*   **Anti-Sandbox:** I infer the prime loop is for evasion because the result of the loop is only used as a small part of the final buffer, while the *process* of calculating it takes significant time.

LLM judge panel

ClaudeAI judge verdict: satisfiedop06/judge_ClaudeAI_gemma431Bit_up2_1.txt
{
  "understanding_point": "calculating the time window at which the malware is running",
  "full_evaluation": "The understanding point refers to the malware calculating the time window/offset at which it is running. The summary explicitly addresses this: it states that the code 'retrieves the current system time, subtracts a large constant (116444736000000000LL), and performs calculations to determine a time-based offset.' It also lists the constant as a 'time epoch offset' and notes data aggregation includes 'the time offset.' This describes the malware computing a time-based value at runtime, which aligns with calculating the time window at which it is running. The summary clearly conveys the time computation using the Windows epoch constant.",
  "explanation": "The summary clearly describes the code retrieving current system time, subtracting the epoch constant, and computing a time-based offset, which matches calculating the time window the malware runs.",
  "evidence": "It retrieves the current system time, subtracts a large constant (`116444736000000000LL`), and performs calculations to determine a time-based offset.",
  "support_strength": 3,
  "satisfied": "true"
}
GeminiAI judge verdict: not_satisfiedop06/judge_GeminiAI_gemma431Bit_up2_1.txt
{
  "understanding_point": "calculating the time window at which the malware is running",
  "full_evaluation": "The summary mentions that the code retrieves the current system time and performs calculations to determine a \"time-based offset\" as part of system information gathering for fingerprinting. It also discusses a computational puzzle designed to consume CPU cycles and time to \"time out\" automated sandboxes. However, neither of these points describes the malware calculating the *duration* it has been running or a specific *time window* of its execution. The \"time-based offset\" is for generating a unique ID, and the computational puzzle is for delay, not for measuring its own operational time window. The understanding point implies determining the period of the malware's activity, which is not stated or implied by the summary.",
  "explanation": "The summary mentions retrieving system time for fingerprinting and causing delays, but it does not state or imply that the malware calculates the duration or specific time window of its own execution.",
  "evidence": "It retrieves the current system time, subtracts a large constant (`116444736000000000LL`), and performs calculations to determine a time-based offset.",
  "support_strength": 1,
  "satisfied": "false"
}
OpenAI judge verdict: not_satisfiedop06/judge_OpenAI_gemma431Bit_up2_1.txt
{
  "understanding_point": "calculating the time window at which the malware is running",
  "full_evaluation": "The summary addresses time-related behavior by saying the code retrieves the current system time, subtracts the Windows FILETIME epoch constant 116444736000000000LL, and performs calculations to determine a time-based offset. This is related to calculating when the malware is running, but it does not clearly state that the code calculates a specific time window or time bucket in which execution occurs. The wording \"time-based offset\" is weaker and less specific than \"time window,\" and the summary frames it mainly as system information gathering or fingerprinting rather than explicitly identifying a runtime window calculation. There is no contradiction, but the key notion of a calculated execution time window is not clearly expressed.",
  "explanation": "The summary mentions current system time and a calculated time-based offset, which is related to the point. However, it does not clearly state that the malware calculates the specific time window in which it is running.",
  "evidence": "It retrieves the current system time, subtracts a large constant (`116444736000000000LL`), and performs calculations to determine a time-based offset.",
  "support_strength": 2,
  "satisfied": "false"
}

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