analyzing-ransomware-encryption-mechanisms

Analyzes encryption algorithms, key management, and file encryption routines used by ransomware families to assess decryption feasibility, identify implementation weaknesses, and support recovery efforts. Covers AES, RSA, ChaCha20, and hybrid encryption schemes. Activates for requests involving ransomware cryptanalysis, encryption analysis, key recovery assessment, or ransomware decryption feasibility.

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name	analyzing-ransomware-encryption-mechanisms
description	Analyzes encryption algorithms, key management, and file encryption routines used by ransomware families to assess decryption feasibility, identify implementation weaknesses, and support recovery efforts. Covers AES, RSA, ChaCha20, and hybrid encryption schemes. Activates for requests involving ransomware cryptanalysis, encryption analysis, key recovery assessment, or ransomware decryption feasibility.
domain	cybersecurity
subdomain	malware-analysis
tags	["malware","ransomware","encryption","cryptanalysis","reverse-engineering"]
version	1.0.0
author	mahipal
license	Apache-2.0

Analyzing Ransomware Encryption Mechanisms

When to Use

A ransomware infection has occurred and recovery requires understanding the encryption scheme used
Assessing whether decryption is possible without paying the ransom (implementation flaws, known decryptors)
Reverse engineering ransomware to identify the encryption algorithm, key derivation, and key storage mechanism
Developing a decryptor tool when a weakness in the ransomware's cryptographic implementation is identified
Classifying a ransomware sample by its encryption approach to attribute it to a known family

Do not use for production data recovery operations without first verifying the decryption method on test copies of encrypted files.

Prerequisites

Ghidra or IDA Pro for reverse engineering the ransomware binary
Python 3.8+ with pycryptodome library for testing encryption/decryption routines
Sample encrypted files and their corresponding plaintext originals (known-plaintext pairs)
Access to the ransomware binary (unpacked if applicable)
Familiarity with symmetric (AES, ChaCha20) and asymmetric (RSA) cryptographic algorithms
NoMoreRansom.org database for checking existing free decryptors

Workflow

Step 1: Identify the Encryption Algorithm

Determine which cryptographic algorithm the ransomware uses:

# Check for Windows Crypto API usage in imports
import pefile

pe = pefile.PE("ransomware.exe")

crypto_apis = {
    "CryptAcquireContextA": "Windows CryptoAPI",
    "CryptAcquireContextW": "Windows CryptoAPI",
    "CryptGenKey": "Windows CryptoAPI key generation",
    "CryptEncrypt": "Windows CryptoAPI encryption",
    "CryptImportKey": "Windows CryptoAPI key import",
    "BCryptOpenAlgorithmProvider": "Windows CNG (modern crypto)",
    "BCryptEncrypt": "Windows CNG encryption",
    "BCryptGenerateKeyPair": "Windows CNG asymmetric key gen",
}

()
 entry  pe.DIRECTORY_ENTRY_IMPORT:
     imp  entry.imports:
         imp.name  imp.name.decode()  crypto_apis:
            ()

Common Ransomware Encryption Schemes:
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
AES-256-CBC + RSA-2048:    Most common hybrid scheme (LockBit, REvil, Conti)
AES-256-CTR + RSA-4096:    Stream cipher mode variant (BlackCat/ALPHV)
ChaCha20 + RSA-4096:       Modern stream cipher (Hive, Royal)
Salsa20 + ECDH:            Curve25519 key exchange (Babuk)
AES-128-ECB:               Weak mode - potential decryption via known-plaintext
XOR-only:                  Trivial encryption - always recoverable
Custom algorithm:          Often contains implementation flaws

Key Management Patterns in Ransomware:
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. STRONG (no recovery possible without key):
   - Per-file AES key generated with CryptGenRandom
   - AES key encrypted with embedded RSA public key
   - Encrypted key appended to each file or stored separately
   - RSA private key held only by attacker's C2 server

2. WEAK (potential recovery):
   - AES key derived from predictable seed (timestamp, PID)
   - Same AES key used for all files (single key compromise = full recovery)
   - Key transmitted to C2 before encryption starts (PCAP may contain key)
   - XOR with short repeating key (brute-forceable)
   - PRNG seeded with GetTickCount or time() (limited keyspace)

3. FLAWED IMPLEMENTATION:
   - ECB mode (preserves plaintext patterns)
   - Initialization vector (IV) reuse across files
   - Key stored in plaintext in memory (recoverable from memory dump)
   - Partial encryption (only first N bytes encrypted)

// Typical ransomware file encryption flow (decompiled pseudo-code from Ghidra):

void encrypt_file(char *filepath) {
    // 1. Check file extension against target list
    if (!is_target_extension(filepath)) return;

    // 2. Generate per-file AES key (32 bytes for AES-256)
    BYTE aes_key[32];
    CryptGenRandom(hProv, 32, aes_key);

    // 3. Generate random IV (16 bytes)
    BYTE iv[16];
    CryptGenRandom(hProv, 16, iv);

    // 4. Read file contents
    HANDLE hFile = CreateFile(filepath, GENERIC_READ, ...);
    BYTE *plaintext = read_entire_file(hFile);

    // 5. Encrypt with AES-256-CBC
    aes_cbc_encrypt(plaintext, file_size, aes_key, iv);

    // 6. Encrypt AES key with RSA public key
    BYTE encrypted_key[256];  // RSA-2048 output
    rsa_encrypt(aes_key, 32, rsa_pubkey, encrypted_key);

    // 7. Write: encrypted_data + encrypted_key + IV to file
    write_file(filepath, encrypted_data, encrypted_key, iv);

    // 8. Rename file with ransomware extension
    rename_file(filepath, strcat(filepath, ".locked"));
}

from Crypto.Cipher import AES
import os
import struct

# Test 1: Check if same key is used for multiple files
# Compare encrypted versions of known files
def check_key_reuse(file1_enc, file2_enc):
    with open(file1_enc, "rb") as f:
        data1 = f.read()
    with open(file2_enc, "rb") as f:
        data2 = f.read()

    # Extract IVs (location depends on ransomware family)
    # If IVs are same and files share encrypted blocks -> same key
    iv1 = data1[-16:]  # Example: IV at end
    iv2 = data2[-16:]
    if iv1 == iv2:
        print("[!] Same IV detected - key reuse likely")

# Test 2: Check for predictable key derivation
# If key is derived from timestamp, iterate possible values
def brute_force_timestamp_key(encrypted_file, known_header, timestamp_range):
    with open(encrypted_file, "rb") as f:
        encrypted_data = f.read()

    for ts in timestamp_range:
        # Derive key the same way ransomware does
        import hashlib
        key = hashlib.sha256(str(ts).encode()).digest()
        iv = encrypted_data[-16:]
        cipher = AES.new(key, AES.MODE_CBC, iv)
        decrypted = cipher.decrypt(encrypted_data[:16])

        if decrypted[:len(known_header)] == known_header:
            print(f"[!] Key found! Timestamp: {ts}")
            return key

    return None

# Test 3: Check for ECB mode (pattern preservation)
def check_ecb_mode(encrypted_file):
    with open(encrypted_file, "rb") as f:
        data = f.read()
    # ECB produces identical ciphertext for identical plaintext blocks
    blocks = [data[i:i+16] for i in range(0, len(data), 16)]
    unique = len(set(blocks))
    total = len(blocks)
    if unique < total * 0.95:
        print(f"[!] ECB mode likely: {total-unique} duplicate blocks out of {total}")

# Recovery Method 1: Extract key from memory dump
# Volatility plugin to scan for AES key schedules
# vol3 -f memory.dmp windows.yarascan --yara-rule "aes_key_schedule"

# Recovery Method 2: Known-plaintext attack (weak algorithms)
def xor_key_recovery(encrypted_file, known_plaintext):
    """Recover XOR key from known plaintext-ciphertext pair"""
    with open(encrypted_file, "rb") as f:
        ciphertext = f.read()

    key = bytes(c ^ p for c, p in zip(ciphertext, known_plaintext))
    # Find repeating key length
    for key_len in range(1, 256):
        candidate = key[:key_len]
        if all(key[i] == candidate[i % key_len] for i in range(min(len(key), key_len * 4))):
            print(f"XOR key (length {key_len}): {candidate.hex()}")
            return candidate
    return None

# Recovery Method 3: Check NoMoreRansom for existing decryptors
# https://www.nomoreransom.org/en/decryption-tools.html

Analysis should document:
- Algorithm identified (AES, RSA, ChaCha20, custom)
- Key size and mode of operation (CBC, CTR, ECB, GCM)
- Key generation method (CSPRNG, predictable seed, static key)
- Key storage location (appended to file, registry, C2 transmission)
- File modification pattern (full encryption, partial, header-only)
- Targeted file extensions
- Ransom note format and payment infrastructure
- Decryption feasibility assessment (possible/impossible/partial)
- Recommended recovery approach

Term	Definition
Hybrid Encryption	Combining symmetric (AES) for fast file encryption with asymmetric (RSA) for secure key wrapping; the standard ransomware approach
Key Wrapping	Encrypting the per-file symmetric key with the attacker's RSA public key so only the attacker's private key can decrypt it
ECB Mode	Electronic Codebook mode encrypts each block independently; preserves patterns in plaintext, a critical weakness enabling partial recovery
Known-Plaintext Attack	Using a known original file and its encrypted version to derive the encryption key; effective against XOR and weak stream ciphers
Key Schedule	The expanded form of an AES key in memory; scannable in memory dumps to recover encryption keys before they are erased
CSPRNG	Cryptographically Secure Pseudo-Random Number Generator; ransomware using CryptGenRandom produces unpredictable keys
Partial Encryption	Some ransomware only encrypts the first N bytes or every Nth block for speed; unencrypted portions may aid recovery

RANSOMWARE ENCRYPTION ANALYSIS
================================
Sample:           lockbit3.exe
Family:           LockBit 3.0 / LockBit Black
SHA-256:          abc123def456...

ENCRYPTION SCHEME
File Cipher:      AES-256-CTR (per-file unique key)
Key Wrapping:     RSA-2048 (public key embedded in binary)
Key Generation:   CryptGenRandom (CSPRNG - unpredictable)
IV Generation:    Random 16 bytes per file
File Structure:   [encrypted_data][rsa_encrypted_key(256B)][iv(16B)][magic(8B)]

TARGETED EXTENSIONS
Total:            412 extensions targeted
Categories:       Documents (.doc, .xls, .pdf), Databases (.sql, .mdb),
                  Archives (.zip, .7z), Source code (.py, .java, .cs)
Excluded:         .exe, .dll, .sys, .lnk (system files preserved)

IMPLEMENTATION ANALYSIS
Key Strength:     STRONG - per-file random keys, no reuse
Mode Security:    STRONG - CTR mode with unique nonces
Key Storage:      RSA-encrypted key appended to each file
Shadow Copies:    Deleted via vssadmin and WMI

DECRYPTION FEASIBILITY
Without Key:      NOT POSSIBLE
  - No implementation flaws identified
  - RSA-2048 key wrapping prevents brute force
  - CSPRNG prevents key prediction
  - No existing free decryptor available

RECOVERY OPTIONS
1. Restore from offline backups (recommended)
2. Check for volume shadow copies (low probability - ransomware deletes them)
3. Memory forensics if machine was not rebooted (key may persist in RAM)
4. Negotiate with attacker (last resort - no guarantee of decryption)