Case op07 · evaluated model ClaudeAI · judges ClaudeAI, GeminiAI, OpenAI

Selection reason: stratified_random

Understanding point

String decryption
Code snippet · op07/code1.txt
_BOOL8 __fastcall sub_2530E31C2(__int64 a1)
{
  __int64 v2; // rcx
  int v3; // r8d
  _BOOL8 result; // rax
  __int64 v5; // r10
  __int64 v6; // rcx
  int v7; // esi
  __int64 v8; // [rsp+30h] [rbp-88h] BYREF
  __int64 v9; // [rsp+38h] [rbp-80h] BYREF
  _WORD v10[23]; // [rsp+42h] [rbp-76h] BYREF
  _BYTE v11[72]; // [rsp+70h] [rbp-48h] BYREF

  v2 = *(_QWORD *)(qword_2530FF028 + 16);
  v8 = 0LL;
  v3 = sub_2530E2ECA(v2, 2LL, &v8);
  result = 0LL;
  if ( !v3 )
  {
    v5 = *(_QWORD *)(qword_2530FF028 + 16);
    v10[22] = 26461;
    strcpy((char *)v10, "kt$h.0:\r<`i^:tQt$h<Hi]ut.Q<x");
    HIBYTE(v10[14]) = 58;
    v10[15] = 3386;
    strcpy((char *)&v10[16], "]h1\r:Qit]<T");
    qmemcpy(v11, v10, 0x2EuLL);
    v6 = 0LL;
    v11[46] = 0;
    v9 = 0LL;
    do
    {
      v11[v6] = (-11 * ((char)v11[v6] - 103) % 127 + 127) % 127;
      ++v6;
    }
    while ( v6 != 46 );
    v7 = sub_2530E2548(v5, v8, (unsigned int)v11, 0, 2LL, (__int64)&v9);
    if ( !v7 )
    {
      v7 = sub_2530E2A88(*(_QWORD *)(qword_2530FF028 + 16), v9, a1);
      sub_2530E2F66(*(_QWORD *)(qword_2530FF028 + 16), v9);
    }
    sub_2530E2F66(*(_QWORD *)(qword_2530FF028 + 16), v8);
    return v7 == 0;
  }
  return result;
}
Evaluated model output (what the LLM said about the code) · op07/result_ClaudeAI1.txt
# Malware Static Analysis Report

## 1. Functionality Overview

This function appears to be part of a larger framework that performs a multi-step operation involving handle/object management and a string-based lookup or query. The general flow is:

1. **Open/acquire an object** via `sub_2530E2ECA(v2, 2LL, &v8)` using a global pointer/context (`qword_2530FF028 + 16`).
2. **Decode an obfuscated string** stored on the stack (built via `strcpy`/`qmemcpy`).
3. **Perform an operation** with the decoded string (`sub_2530E2548`) — likely a query, open, or lookup that returns a new handle in `v9`.
4. **Use the result** in a subsequent call `sub_2530E2A88(..., v9, a1)`, writing data into the caller-supplied buffer `a1`.
5. **Clean up** the acquired objects via `sub_2530E2F66` (a "close/free" routine, called twice).
6. Return `TRUE` (success) only if the operation succeeded.

The repeated pattern (open → use → close, with consistent `qword_2530FF028 + 16` context and a `+16` offset member) strongly suggests an **object/handle abstraction layer**, consistent with a registry, file, or similar resource-access API.

## 2. Algorithm Identification

**String de-obfuscation routine** (Observed fact):

```c
v11[v6] = (-11 * ((char)v11[v6] - 103) % 127 + 127) % 127;
```

This is a **custom reversible cipher** based on modular arithmetic (mod 127) with a multiplicative key. It is **not** a standard cryptographic algorithm (not AES, RC4, etc.). It is a homegrown obfuscation scheme:
- Subtract constant `103`
- Multiply by `-11`
- Normalize into the range `[0,126]` with `% 127`

The multiplier `-11` is the modular inverse-style key; `127` is the modulus. The loop runs over exactly **46 bytes**, indicating the decoded string is 46 characters long (plus a null terminator at `v11[46]`).

## 3. Indicators of Compromise (IOCs)

**Important:** The string is **encrypted/obfuscated**. The literal bytes in the code are NOT the IOC:

- Encoded blob fragments (observed):
  - `"kt$h.0:\r<`i^:tQt$h<Hi]ut.Q<x"`
  - `"]h1\r:Qit]<T"`
  - Plus inline word/byte values (`26461`, `58`, `3386`)

To recover the real IOC, the decode formula `(-11 * (c - 103) % 127 + 127) % 127` must be applied to all 46 bytes.

| IOC Type | Value |
|----------|-------|
| File paths | None directly observable (string is encrypted) |
| IP / domains | None directly observable |
| Registry keys | **Possibly** — the decoded 46-byte string may be a registry path or query (inferred) |
| Commands | None observable |

**Inferred:** Given the 46-char length and the open/query/close pattern, the decoded string is likely a resource path (registry key, WMI query, or system object name).

## 4. MITRE ATT&CK Mapping

| Technique ID | Name | Evidence | Confidence |
|--------------|------|----------|------------|
| **T1027** | Obfuscated Files or Information | Strings are stored encrypted and decoded at runtime via the mod-127 loop | High (observed) |
| **T1140** | Deobfuscate/Decode Files or Information | Runtime arithmetic decode loop over 46 bytes | High (observed) |
| **T1012** | Query Registry | Inferred from open→query→close handle pattern with a decoded path string | Low–Medium (inferred) |
| **T1082** | System Information Discovery | If the resource queried is system metadata/object | Low (inferred) |

> Note: T1012/T1082 are **inferred** based on the structural pattern. The actual target cannot be confirmed without decoding the string and resolving the called subroutines.

## 5. Obfuscation / Evasion Techniques

- **String encryption (observed):** Sensitive strings are never stored in plaintext; they are reconstructed on the stack and decoded with a custom algorithm. This defeats static string-extraction (`strings`, signature scanning).
- **Inline byte/word patching (observed):** Note the mixed construction — `strcpy` followed by manual overwrites (`HIBYTE(v10[14]) = 58; v10[15] = 3386;`). This splits the string across multiple statements to further frustrate analysis.
- **Custom (non-standard) cipher (observed):** Avoids recognizable crypto constants that might trigger heuristics.

## 6. Facts vs. Inference

### Observed Facts
- A string is built in pieces on the stack and decoded with `(-11 * (c - 103) % 127 + 127) % 127`.
- The decoded string is exactly **46 bytes** long.
- The code follows an **open → operate → close** resource pattern using global context `qword_2530FF028 + 16`.
- `sub_2530E2F66` is called twice (cleanup), once on `v9` and once on `v8`.
- The function returns success (`TRUE`) only when both `sub_2530E2ECA` and `sub_2530E2548` succeed.
- Result data is written to caller buffer `a1`.

### Inferred Behavior
- The decoded 46-byte string is most likely a **resource path** (registry key, object name, or query).
- `sub_2530E2ECA` = "open/connect," `sub_2530E2548` = "query/lookup," `sub_2530E2A88` = "read/retrieve into buffer," `sub_2530E2F66` = "close/free."
- The overall purpose is **discovery/data retrieval** from a system resource whose identity is deliberately hidden.

### Recommended Next Steps
1. **Decode the string** by reconstructing the full 46-byte buffer (including the inline word/byte patches) and applying the decode formula — this yields the true IOC.
2. **Resolve the subroutines** (`sub_2530E2ECA`, `sub_2530E2548`, `sub_2530E2A88`) to confirm whether this is registry, file, or WMI access.
3. Search the binary for other callers of the same decode pattern to harvest the full set of hidden strings.

LLM judge panel

ClaudeAI judge verdict: satisfiedop07/judge_ClaudeAI_ClaudeAI_up0_1.txt
{
  "understanding_point": "String decryption",
  "full_evaluation": "The understanding point is simply 'String decryption.' The candidate summary extensively describes a string de-obfuscation/decryption routine. It identifies the exact decode formula '(-11 * ((char)v11[v6] - 103) % 127 + 127) % 127', characterizes it as a custom reversible cipher based on modular arithmetic mod 127, notes the string is built in pieces on the stack via strcpy/qmemcpy, and explains the runtime decode loop over 46 bytes. It also maps this to MITRE T1140 (Deobfuscate/Decode). This is a thorough and clear statement of string decryption.",
  "explanation": "The summary clearly describes the string decryption routine, including the exact modular arithmetic cipher formula and the runtime decode loop.",
  "evidence": "A string is built in pieces on the stack and decoded with `(-11 * (c - 103) % 127 + 127) % 127`.",
  "support_strength": 3,
  "satisfied": "true"
}
GeminiAI judge verdict: satisfiedop07/judge_GeminiAI_ClaudeAI_up0_1.txt
{
  "understanding_point": "String decryption",
  "full_evaluation": "The summary explicitly states that the malware decodes an obfuscated string. It refers to this process as a \"String de-obfuscation routine\" and describes it as a \"custom reversible cipher\" based on modular arithmetic. It also uses the term \"string encryption\" to describe how the strings are stored and then states they are \"decoded with a custom algorithm.\" The summary provides the exact decode formula. The terms \"de-obfuscation\" and \"decoding\" in this context are direct synonyms for \"decryption\" when referring to reversing an obfuscated or encrypted string. Therefore, the summary clearly and thoroughly addresses string decryption.",
  "explanation": "The summary explicitly details a \"String de-obfuscation routine\" which uses a \"custom reversible cipher\" to \"decode an obfuscated string,\" providing the exact formula, which is synonymous with string decryption.",
  "evidence": "Decode an obfuscated string stored on the stack (built via `strcpy`/`qmemcpy`).\nString de-obfuscation routine (Observed fact):\n```c\nv11[v6] = (-11 * ((char)v11[v6] - 103) % 127 + 127) % 127;\n```\nThis is a custom reversible cipher based on modular arithmetic (mod 127) with a multiplicative key.",
  "support_strength": 3,
  "satisfied": "true"
}
OpenAI judge verdict: satisfiedop07/judge_OpenAI_ClaudeAI_up0_1.txt
{
  "understanding_point": "String decryption",
  "full_evaluation": "The candidate summary clearly addresses the understanding point. It repeatedly states that the function decodes, decrypts, or de-obfuscates an obfuscated string at runtime, including a specific arithmetic formula used for the transformation. It describes the routine as a \"String de-obfuscation routine,\" says the string is \"encrypted/obfuscated,\" and notes that the real IOC must be recovered by applying the decode formula. This is an equivalent paraphrase of string decryption in the malware-analysis context, with no contradiction.",
  "explanation": "The summary explicitly identifies runtime string de-obfuscation/decryption and provides the decoding formula. This clearly satisfies the understanding point \"String decryption.\"",
  "evidence": "\"Decode an obfuscated string\"",
  "support_strength": 3,
  "satisfied": "true"
}

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