Case op02 · evaluated model Qwen359B · judges ClaudeAI, GeminiAI, OpenAI

Selection reason: stratified_random

Understanding point

Obfuscated XOR operation
Code snippet · op02/code_clean1.txt
__int64 __fastcall sub_180008BE0(__int64 a1, __int64 a2)
{
  int i; // [rsp+2Ch] [rbp-2Ch]

  if ( !a2 )
    return a1;
  for ( i = 0; ; ++i )
  {
    *(a2 + i) = ~byte_180025E20[i % 17] & *(a1 + i) | ~*(a1 + i) & byte_180025E20[i % 17];
    if ( i % sub_18001C2F0(0xF03F23B0) == 1 && !*(a2 + i) && !*(a2 + (i - sub_18001C2F0(0xF03F23B3))) )
      break;
  }
  return a2;
}

__int64 __fastcall sub_18001C2F0(int a1)
{
  return a1 ^ 0xF03F23B2;
}
Evaluated model output (what the LLM said about the code) · op02/result_Qwen359B1.txt
### 1. Functionality Description

The provided code snippet defines two functions: `sub_180008BE0` (the primary logic) and `sub_18001C2F0` (a helper).

*   **`sub_180008BE0`**: This function performs a **stream cipher operation** (specifically XOR encryption/decryption) on a block of memory.
    *   It takes a source pointer (`a1`) and a destination pointer (`a2`).
    *   It iterates through the data, applying a bitwise XOR operation between the source byte and a static key byte (`byte_180025E20`).
    *   The key is repeated cyclically (modulo 17).
    *   The loop terminates when a specific pattern is detected in the destination buffer (two consecutive zero bytes at an odd index).
    *   It returns the destination pointer (`a2`), which now contains the transformed data.
*   **`sub_18001C2F0`**: This is a simple XOR helper function used to obfuscate integer constants. It takes an input integer and XORs it with a hardcoded constant (`0xF03F23B2`).

### 2. Algorithm Identification

*   **Primary Algorithm:** **XOR Stream Cipher**.
    *   **Evidence:** The core logic `(~K & X) | (~X & K)` is the mathematical definition of the XOR operation (`X ^ K`).
    *   **Key:** A hardcoded byte array `byte_180025E20` with a length of 17 bytes.
*   **Secondary Algorithm:** **Constant Obfuscation**.
    *   **Evidence:** The function `sub_18001C2F0` is used to transform control flow constants (e.g., `0xF03F23B0`) before they are used in arithmetic operations.

### 3. Indicators of Compromise (IOCs)

*Note: This snippet is a logic fragment. It does not contain network traffic or file system paths directly, but it contains binary-level artifacts.*

| IOC Type | Value | Context |
| :--- | :--- | :--- |
| **Binary Constant** | `0xF03F23B0` | Used in `sub_18001C2F0` to determine loop termination logic. |
| **Binary Constant** | `0xF03F23B2` | The XOR key used by `sub_18001C2F0` to obfuscate constants. |
| **Binary Constant** | `0xF03F23B3` | Used in `sub_18001C2F0` to determine offset logic. |
| **Hardcoded Key** | `byte_180025E20` | 17-byte array used for XOR encryption. (Content not visible in snippet). |
| **Memory Address** | `0x180008BE0` | Entry point of the encryption function. |
| **Memory Address** | `0x18001C2F0` | Entry point of the constant obfuscation helper. |

### 4. MITRE ATT&CK Mapping

| Technique ID | Technique Name | Justification |
| :--- | :--- | :--- |
| **T1562.001** | Impairing Defense Evasion: Obfuscated Files or Information | The code explicitly encrypts/decrypts data using a hardcoded key and obfuscates control flow constants. This is typical for loaders that decrypt payloads from the binary or memory before execution. |
| **T1055** | Process Injection | If the output of `sub_180008BE0` is written to a process memory space (e.g., `VirtualAllocEx`), this function is likely decrypting shellcode or a payload for injection. |
| **T1059.001** | Command and Scripting Interpreter: PowerShell | *Less likely.* If this binary is a dropper, this function might decrypt a PowerShell script string before execution. |

### 5. Obfuscation and Evasion Techniques

1.  **XOR Constant Obfuscation:**
    *   **Observation:** The function `sub_18001C2F0` is called with constants like `0xF03F23B0`.
    *   **Analysis:** The actual value used in the loop condition is `0xF03F23B0 ^ 0xF03F23B2` (which equals `0x2`). This hides the actual logic (modulo 2) from static analysis tools that might flag "modulo 2" as suspicious.
2.  **Hardcoded Encryption Key:**
    *   **Observation:** `byte_180025E20` is embedded directly in the binary.
    *   **Analysis:** This is a weak security practice (hardcoded key) often used by malware to ensure the key is available without external configuration, but it makes the malware easily decryptable by analysts.
3.  **Control Flow Obfuscation:**
    *   **Observation:** The termination condition `i % sub_18001C2F0(...) == 1` is complex.
    *   **Analysis:** By wrapping the divisor in a function call, the author increases the complexity of the decompiled code, making it harder for automated scanners to identify the loop bounds immediately.

### 6. Observed Facts vs. Inferred Behavior

| Category | Details |
| :--- | :--- |
| **Observed Facts** | 1. The function `sub_180008BE0` iterates through memory pointed to by `a1` and `a2`.<br>2. It performs a bitwise operation: `(~K & X) | (~X & K)`.<br>3. The key `byte_180025E20` has a length of 17 bytes.<br>4. The loop terminates when `i % 2 == 1` AND `dest[i] == 0` AND `dest[i-1] == 0`.<br>5. The helper function `sub_18001C2F0` performs `input ^ 0xF03F23B2`. |
| **Inferred Behavior** | 1. The code is performing **XOR encryption/decryption**.<br>2. The data being processed likely contains a specific **termination marker** (two consecutive null bytes at an odd offset) to signal the end of the payload.<br>3. The binary is likely a **loader or dropper** that decrypts a payload (executable code or script) from its own memory or a file before execution.<br>4. The constants are obfuscated to evade static analysis heuristics that look for specific loop structures.<br>5. The hardcoded key suggests the malware is designed to be easily analyzed or is part of a family where the key is shared. |

LLM judge panel

ClaudeAI judge verdict: satisfiedop02/judge_ClaudeAI_Qwen359B_up0_1.txt
{
  "understanding_point": "Obfuscated XOR operation",
  "full_evaluation": "The understanding point is the presence of an obfuscated XOR operation. The summary explicitly and repeatedly identifies XOR operations. It notes that the core logic uses the expression '(~K & X) | (~X & K)', which it correctly identifies as the mathematical definition of XOR (X ^ K). This is precisely an obfuscated form of XOR, expressed via De Morgan-style bitwise operations rather than a direct XOR. The summary states 'The core logic (~K & X) | (~X & K) is the mathematical definition of the XOR operation (X ^ K),' clearly recognizing that the XOR is presented in an obfuscated/disguised form. Additionally, it dedicates a section to 'XOR Constant Obfuscation.' This fully covers the point of an obfuscated XOR operation.",
  "explanation": "The summary explicitly identifies that the bitwise expression '(~K & X) | (~X & K)' is an obfuscated representation of the XOR operation, directly stating the understanding point.",
  "evidence": "The core logic `(~K & X) | (~X & K)` is the mathematical definition of the XOR operation (`X ^ K`).",
  "support_strength": 3,
  "satisfied": "true"
}
GeminiAI judge verdict: satisfiedop02/judge_GeminiAI_Qwen359B_up0_1.txt
{
  "understanding_point": "Obfuscated XOR operation",
  "full_evaluation": "The candidate summary explicitly states that the function `sub_18001C2F0` is an \"XOR helper function used to obfuscate integer constants.\" It further elaborates on this under the section \"Obfuscation and Evasion Techniques\" with the heading \"XOR Constant Obfuscation,\" explaining how it hides the actual logic from static analysis tools. This directly and clearly addresses the understanding point.",
  "explanation": "The summary explicitly identifies a function (`sub_18001C2F0`) as an \"XOR helper function used to obfuscate integer constants\" and details this as \"XOR Constant Obfuscation,\" directly matching the understanding point.",
  "evidence": "`sub_18001C2F0`: This is a simple XOR helper function used to obfuscate integer constants. It takes an input integer and XORs it with a hardcoded constant (`0xF03F23B2`).\n\n1.  **XOR Constant Obfuscation:**\n    *   **Observation:** The function `sub_18001C2F0` is called with constants like `0xF03F23B0`.\n    *   **Analysis:** The actual value used in the loop condition is `0xF03F23B0 ^ 0xF03F23B2` (which equals `0x2`). This hides the actual logic (modulo 2) from static analysis tools that might flag \"modulo 2\" as suspicious.",
  "support_strength": 3,
  "satisfied": "true"
}
OpenAI judge verdict: satisfiedop02/judge_OpenAI_Qwen359B_up0_1.txt
{
  "understanding_point": "Obfuscated XOR operation",
  "full_evaluation": "The candidate summary clearly addresses the understanding point. It identifies the main operation as XOR encryption/decryption and specifically explains that the XOR is expressed in an obfuscated Boolean form, \"(~K & X) | (~X & K)\", which it says is mathematically equivalent to XOR. It also discusses XOR-based constant obfuscation via a helper function, but the key relevant part is that the primary bitwise operation is an obfuscated XOR expression. There is no contradiction; the summary directly supports the point.",
  "explanation": "The summary explicitly states that the code performs XOR and identifies the obfuscated Boolean expression equivalent to XOR. This clearly satisfies the understanding point.",
  "evidence": "The core logic `(~K & X) | (~X & K)` is the mathematical definition of the XOR operation (`X ^ K`).",
  "support_strength": 3,
  "satisfied": "true"
}

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