{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "c1kFV-TmQffw",
        "outputId": "ebe756e7-60f1-449f-e911-6098f6e2ff05"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "    ╔═══════════════════════════════════════════════════════════════╗\n",
            "    ║                     PROJECT OMEGA                             ║\n",
            "    ║   The Algorithmic Implementation of Remote Kernel Execution   ║\n",
            "    ║         via TCP Handshake & In-Band Exfiltration              ║\n",
            "    ╚═══════════════════════════════════════════════════════════════╝\n",
            "    \n",
            "[SERVER] Listening on 127.0.0.1:49618\n",
            "[SERVER] Waiting for connection...\n",
            "\n",
            "======================================================================\n",
            "PROJECT OMEGA - COMPLETE ATTACK SIMULATION\n",
            "======================================================================\n",
            "Target: 127.0.0.1:49618\n",
            "Attacker: 127.0.0.1\n",
            "======================================================================\n",
            "[SERVER] Connection from ('127.0.0.1', 58984)\n",
            "\n",
            "======================================================================\n",
            "PHASE I: PAYLOAD CONSTRUCTION\n",
            "======================================================================\n",
            "\n",
            "[1.1] Generating Position-Independent Code (PIC)...\n",
            "[1.2] Applying polymorphic XOR encoding...\n",
            "      Original size: 104 bytes\n",
            "      Obfuscated size: 104 bytes\n",
            "[1.3] Crafting injection vector (TCP Options field)...\n",
            "[1.4] Modifying Data Offset byte to trigger overflow...\n",
            "      Normal data offset: 33\n",
            "      Malicious offset: 43 (OVERFLOW TRIGGER)\n",
            "\n",
            "[✓] Phase I Complete: Malicious packet constructed (112 bytes)\n",
            "\n",
            "======================================================================\n",
            "PHASE II: THE HANDSHAKE TRIGGER\n",
            "======================================================================\n",
            "\n",
            "[2.1] Target receives SYN packet...\n",
            "      Kernel initiates parsing routine...\n",
            "[2.2] THE OVERFLOW EVENT:\n",
            "      → Kernel reads modified Data Offset\n",
            "      → Integer underflow in parsing loop detected!\n",
            "      → Kernel copies payload beyond buffer boundary\n",
            "      Buffer size: 256 bytes\n",
            "      Attempted copy: 172 bytes\n",
            "      OVERFLOW: -84 bytes beyond boundary!\n",
            "\n",
            "[2.3] CONTROL FLOW HIJACK:\n",
            "      → Payload overwrites Return Instruction Pointer (RIP)\n",
            "      Original RIP: 0x00007ffff7a00000\n",
            "      Hijacked RIP: 0x00007ffff7b00000 → SHELLCODE ADDRESS\n",
            "\n",
            "[2.4] RING 0 ESCALATION:\n",
            "      → CPU jumps to shellcode address\n",
            "      → Executing with KERNEL PRIVILEGES\n",
            "      → CPL (Current Privilege Level) = 0\n",
            "\n",
            "[✓] Phase II Complete: Kernel compromised, executing payload\n",
            "\n",
            "======================================================================\n",
            "PHASE III: WHITE BOX TRANSITION\n",
            "======================================================================\n",
            "\n",
            "[3.1] STACK SANITIZATION:\n",
            "      → Repairing stack pointer (RSP)\n",
            "      → Restoring frame pointer (RBP)\n",
            "      → Preventing Kernel Panic / BSOD\n",
            "      ✓ System remains operational\n",
            "\n",
            "[3.2] HOOKING MECHANISM:\n",
            "      → Locating tcp_transmit_skb() in kernel memory\n",
            "      → Saving original function prologue\n",
            "      → Installing JMP hook to Hooked_TcpTransmit()\n",
            "      tcp_transmit_skb: 0xffffffffc0000000\n",
            "      Hooked_TcpTransmit: 0xffffffffc0100000\n",
            "      ✓ Hook installed successfully\n",
            "\n",
            "[3.3] DATA HARVESTING:\n",
            "      → Scanning kernel memory for patterns...\n",
            "      → Searching for: passwords, keys, tokens, secrets\n",
            "      → Found 2 credentials\n",
            "      → Found 2 api_keys\n",
            "      → Found 2 env_vars\n",
            "      → Found 70 ssl_keys\n",
            "\n",
            "[✓] Phase III Complete: System transitioned to WHITE BOX\n",
            "\n",
            "======================================================================\n",
            "PHASE IV: IN-BAND EXFILTRATION\n",
            "======================================================================\n",
            "\n",
            "[4.1] EXFILTRATION HOOK ACTIVATED:\n",
            "      → Intercepting outgoing TCP packet\n",
            "      → Destination: Attacker IP\n",
            "\n",
            "[4.2] DATA PREPARATION:\n",
            "      → Serialized 417 bytes of sensitive data\n",
            "\n",
            "[4.3] ENCRYPTION:\n",
            "      → XOR encryption with SATOSHI_KEY: 0x5a7051\n",
            "      → Encrypted 417 bytes\n",
            "\n",
            "[4.4] PACKET INJECTION:\n",
            "      → Hijacking TCP Sequence Number field\n",
            "      → Chunk 1: SEQ=0x7b7d1323\n",
            "      → Chunk 2: SEQ=0x653e153f\n",
            "      → Chunk 3: SEQ=0x7433113d\n",
            "      → Chunk 4: SEQ=0x737d4a71\n",
            "      → Chunk 5: SEQ=0x5b7d1433\n",
            "      → Chunk 6: SEQ=0x5f2a1122\n",
            "      → Chunk 7: SEQ=0x732d1f23\n",
            "      → Chunk 8: SEQ=0x64673d28\n",
            "      → Chunk 9: SEQ=0x53691323\n",
            "      → Chunk 10: SEQ=0x332e2011\n",
            "      → Chunk 11: SEQ=0x7329577d\n",
            "      → Chunk 12: SEQ=0x207d1135\n",
            "      → Chunk 13: SEQ=0x6d331e0e\n",
            "      → Chunk 14: SEQ=0x74351b34\n",
            "      → Chunk 15: SEQ=0x6e671528\n",
            "      → Chunk 16: SEQ=0x4a321216\n",
            "      → Chunk 17: SEQ=0x63333f38\n",
            "      → Chunk 18: SEQ=0x4a13252b\n",
            "      → Chunk 19: SEQ=0x496b3e38\n",
            "      → Chunk 20: SEQ=0x49295e7f\n",
            "      → Chunk 21: SEQ=0x2e7d2d7d\n",
            "      → Chunk 22: SEQ=0x207d1121\n",
            "      → Chunk 23: SEQ=0x69051b34\n",
            "      → Chunk 24: SEQ=0x7929576b\n",
            "      → Chunk 25: SEQ=0x2001571e\n",
            "      → Chunk 26: SEQ=0x501f3e10\n",
            "      → Chunk 27: SEQ=0x49053101\n",
            "      → Chunk 28: SEQ=0x49053b14\n",
            "      → Chunk 29: SEQ=0x5967033a\n",
            "      → Chunk 30: SEQ=0x2d2a023e\n",
            "      → Chunk 31: SEQ=0x6a775e7f\n",
            "      → Chunk 32: SEQ=0x2e7d5c71\n",
            "      → Chunk 33: SEQ=0x271b2702\n",
            "      → Chunk 34: SEQ=0x5f1b3312\n",
            "      → Chunk 35: SEQ=0x4509230e\n",
            "      → Chunk 36: SEQ=0x4b1f296c\n",
            "      → Chunk 37: SEQ=0x41113910\n",
            "      → Chunk 38: SEQ=0x49152317\n",
            "      → Chunk 39: SEQ=0x4f1e3e1f\n",
            "      → Chunk 40: SEQ=0x37745e7f\n",
            "      → Chunk 41: SEQ=0x27075c71\n",
            "      → Chunk 42: SEQ=0x273f1e27\n",
            "      → Chunk 43: SEQ=0x5f2c1123\n",
            "      → Chunk 44: SEQ=0x737d4a71\n",
            "      → Chunk 45: SEQ=0x5b7d3410\n",
            "      → Chunk 46: SEQ=0x541b3210\n",
            "      → Chunk 47: SEQ=0x531f2f04\n",
            "      → Chunk 48: SEQ=0x52164d21\n",
            "      → Chunk 49: SEQ=0x6f290436\n",
            "      → Chunk 50: SEQ=0x723f036b\n",
            "      → Chunk 51: SEQ=0x2f750522\n",
            "      → Chunk 52: SEQ=0x65284a21\n",
            "      → Chunk 53: SEQ=0x61290311\n",
            "      → Chunk 54: SEQ=0x68350325\n",
            "      → Chunk 55: SEQ=0x3a6f4462\n",
            "      → Chunk 56: SEQ=0x32751433\n",
            "      → Chunk 57: SEQ=0x27765076\n",
            "      → Chunk 58: SEQ=0x530e2218\n",
            "      → Chunk 59: SEQ=0x501f2f02\n",
            "      → Chunk 60: SEQ=0x45192214\n",
            "      → Chunk 61: SEQ=0x54053b14\n",
            "      → Chunk 62: SEQ=0x5967033a\n",
            "      → Chunk 63: SEQ=0x5f361927\n",
            "      → Chunk 64: SEQ=0x65055e7f\n",
            "      → Chunk 65: SEQ=0x2e7d2d7d\n",
            "      → Chunk 66: SEQ=0x207d0322\n",
            "      → Chunk 67: SEQ=0x6c051b34\n",
            "      → Chunk 68: SEQ=0x7929576b\n",
            "      → Chunk 69: SEQ=0x20385761\n",
            "      → Chunk 70: SEQ=0x5c224863\n",
            "      → Chunk 71: SEQ=0x5c224060\n",
            "      → Chunk 72: SEQ=0x5c345e7f\n",
            "      → Chunk 73: SEQ=0x2e6a2c29\n",
            "      → Chunk 74: SEQ=0x38682c29\n",
            "      → Chunk 75: SEQ=0x306b2c3f\n",
            "      → Chunk 76: SEQ=0x2e745e61\n",
            "      → Chunk 77: SEQ=0x5c224863\n",
            "      → Chunk 78: SEQ=0x5c224060\n",
            "      → Chunk 79: SEQ=0x5c345e7f\n",
            "      → Chunk 80: SEQ=0x2e6a2c29\n",
            "      → Chunk 81: SEQ=0x38682c29\n",
            "      → Chunk 82: SEQ=0x306b2c3f\n",
            "      → Chunk 83: SEQ=0x2e745e61\n",
            "      → Chunk 84: SEQ=0x5c224863\n",
            "      → Chunk 85: SEQ=0x5c224060\n",
            "      → Chunk 86: SEQ=0x5c345e7f\n",
            "      → Chunk 87: SEQ=0x2e6a2c29\n",
            "      → Chunk 88: SEQ=0x38682c29\n",
            "      → Chunk 89: SEQ=0x306b2c3f\n",
            "      → Chunk 90: SEQ=0x2e745e61\n",
            "      → Chunk 91: SEQ=0x5c224863\n",
            "      → Chunk 92: SEQ=0x5c224060\n",
            "      → Chunk 93: SEQ=0x5c345e7f\n",
            "      → Chunk 94: SEQ=0x2e6a2c29\n",
            "      → Chunk 95: SEQ=0x38682c29\n",
            "      → Chunk 96: SEQ=0x306b2c3f\n",
            "      → Chunk 97: SEQ=0x2e745e61\n",
            "      → Chunk 98: SEQ=0x5c224863\n",
            "      → Chunk 99: SEQ=0x5c224060\n",
            "      → Chunk 100: SEQ=0x5c345e7f\n",
            "      → Chunk 101: SEQ=0x2e6a2c29\n",
            "      → Chunk 102: SEQ=0x38682c29\n",
            "      → Chunk 103: SEQ=0x306b2c3f\n",
            "      → Chunk 104: SEQ=0x2e745e76\n",
            "\n",
            "[4.5] TRANSMISSION:\n",
            "      → Releasing packets with embedded data\n",
            "      → 104 packets in exfiltration stream\n",
            "\n",
            "[✓] Phase IV Complete: 417 bytes exfiltrated in-band\n",
            "    ✓ Target remains unaware\n",
            "    ✓ No new ports opened\n",
            "    ✓ No anomalous traffic patterns\n",
            "\n",
            "======================================================================\n",
            "ATTACKER SIDE: DECODING EXFILTRATED DATA\n",
            "======================================================================\n",
            "\n",
            "[DECODE] Receiving in-band exfiltration stream...\n",
            "[DECODE] Received 417 encrypted bytes\n",
            "\n",
            "[DECODE] Decrypting with SATOSHI_KEY: 0x5a7051\n",
            "[DECODE] Decrypted 417 bytes\n",
            "\n",
            "[DECODE] === RECOVERED DATA ===\n",
            "{'credentials': ['db_password=MyS3cr3tP@ss', 'admin_token=eyJhbGciOiJIUzI1NiIs...'], 'api_keys': ['OPENAI_API_KEY=sk-proj-...', 'AWS_ACCESS_KEY=AKIAIOSFODNN7...'], 'env_vars': ['DATABASE_URL=postgres://user:pass@host:5432/db', 'STRIPE_SECRET_KEY=sk_live_...'], 'ssl_keys': b'0\\x82\\x01\\n...0\\x82\\x01\\n...0\\x82\\x01\\n...0\\x82\\x01\\n...0\\x82\\x01\\n...0\\x82\\x01\\n...0\\x82\\x01\\n...0\\x82\\x01\\n...0\\x82\\x01\\n...0\\x82\\x01\\n...'}\n",
            "...\n",
            "\n",
            "======================================================================\n",
            "ATTACK COMPLETE: BLACK BOX → WHITE BOX TRANSITION ACHIEVED\n",
            "======================================================================\n",
            "\n",
            "✓ O(1) Compromise Complexity\n",
            "✓ No Application-Layer Vulnerabilities Exploited\n",
            "✓ Leveraged TCP/IP Stack Trust\n",
            "✓ In-Band Exfiltration (No New Ports)\n",
            "✓ Target Remains Operational\n",
            "✓ Forensically Undetectable (Resides in RAM Only)\n"
          ]
        }
      ],
      "source": [
        "#!/usr/bin/env python3\n",
        "\"\"\"\n",
        "Project Omega - User-Space Testnet (No root required)\n",
        "Simulates the complete attack chain without raw sockets\n",
        "\"\"\"\n",
        "\n",
        "import socket\n",
        "import threading\n",
        "import time\n",
        "import struct\n",
        "import random\n",
        "\n",
        "class OmegaUserSpaceTest:\n",
        "    \"\"\"\n",
        "    Complete user-space simulation of Project Omega\n",
        "    Demonstrates all 4 phases without requiring kernel access\n",
        "    \"\"\"\n",
        "\n",
        "    def __init__(self):\n",
        "        self.target_ip = \"127.0.0.1\"\n",
        "        self.target_port = random.randint(10000, 60000)\n",
        "        self.attacker_ip = \"127.0.0.1\"\n",
        "        self.satoshi_key = 0x5A7051\n",
        "        self.exfiltrated_data = None\n",
        "\n",
        "    def phase1_payload_construction(self):\n",
        "        \"\"\"\n",
        "        PHASE I: Payload Construction (Client Side)\n",
        "        \"\"\"\n",
        "        print(\"\\n\" + \"=\"*70)\n",
        "        print(\"PHASE I: PAYLOAD CONSTRUCTION\")\n",
        "        print(\"=\"*70)\n",
        "\n",
        "        # Step 1: Generate shellcode\n",
        "        print(\"\\n[1.1] Generating Position-Independent Code (PIC)...\")\n",
        "        shellcode = b\"\\x90\" * 100  # NOP sled\n",
        "        shellcode += b\"\\x48\\x31\\xc0\"  # xor rax, rax (example assembly)\n",
        "        shellcode += b\"\\xcc\"  # INT3 breakpoint\n",
        "\n",
        "        # Step 2: XOR obfuscation\n",
        "        print(\"[1.2] Applying polymorphic XOR encoding...\")\n",
        "        key = 0x42\n",
        "        obfuscated_shellcode = bytes([b ^ key for b in shellcode])\n",
        "        print(f\"      Original size: {len(shellcode)} bytes\")\n",
        "        print(f\"      Obfuscated size: {len(obfuscated_shellcode)} bytes\")\n",
        "\n",
        "        # Step 3: Craft injection vector\n",
        "        print(\"[1.3] Crafting injection vector (TCP Options field)...\")\n",
        "\n",
        "        # Simulate TCP Options structure\n",
        "        # Format: [Kind(1B), Length(1B), Data(variable)]\n",
        "        tcp_options = bytearray()\n",
        "        tcp_options += struct.pack(\"BB\", 2, 4)  # MSS option\n",
        "        tcp_options += struct.pack(\"!H\", 1460)  # MSS value\n",
        "        tcp_options += struct.pack(\"BB\", 1, 1)  # NOP\n",
        "        tcp_options += struct.pack(\"BB\", 1, 1)  # NOP\n",
        "\n",
        "        # Step 4: Inject payload into options\n",
        "        tcp_options += obfuscated_shellcode\n",
        "\n",
        "        # Step 5: Modify Data Offset (THE TRIGGER)\n",
        "        print(\"[1.4] Modifying Data Offset byte to trigger overflow...\")\n",
        "        # Normal data offset = (20 + options_len) / 4\n",
        "        # We artificially set it higher to cause buffer overflow\n",
        "        normal_offset = (20 + len(tcp_options)) // 4\n",
        "        malicious_offset = normal_offset + 10  # Trigger overflow\n",
        "\n",
        "        print(f\"      Normal data offset: {normal_offset}\")\n",
        "        print(f\"      Malicious offset: {malicious_offset} (OVERFLOW TRIGGER)\")\n",
        "\n",
        "        packet = {\n",
        "            'tcp_options': tcp_options,\n",
        "            'data_offset': malicious_offset,\n",
        "            'shellcode': obfuscated_shellcode,\n",
        "            'flags': 'SYN'\n",
        "        }\n",
        "\n",
        "        print(f\"\\n[✓] Phase I Complete: Malicious packet constructed ({len(tcp_options)} bytes)\")\n",
        "        return packet\n",
        "\n",
        "    def phase2_handshake_trigger(self, packet, conn):\n",
        "        \"\"\"\n",
        "        PHASE II: The Handshake Trigger (Network & Kernel)\n",
        "        \"\"\"\n",
        "        print(\"\\n\" + \"=\"*70)\n",
        "        print(\"PHASE II: THE HANDSHAKE TRIGGER\")\n",
        "        print(\"=\"*70)\n",
        "\n",
        "        # Step 1: Reception\n",
        "        print(\"\\n[2.1] Target receives SYN packet...\")\n",
        "        print(\"      Kernel initiates parsing routine...\")\n",
        "\n",
        "        # Step 2: The Overflow Event\n",
        "        print(\"[2.2] THE OVERFLOW EVENT:\")\n",
        "        print(\"      → Kernel reads modified Data Offset\")\n",
        "        print(\"      → Integer underflow in parsing loop detected!\")\n",
        "        print(\"      → Kernel copies payload beyond buffer boundary\")\n",
        "\n",
        "        # Simulate buffer overflow calculation\n",
        "        buffer_size = 256\n",
        "        copy_size = packet['data_offset'] * 4\n",
        "        overflow = copy_size - buffer_size\n",
        "\n",
        "        print(f\"      Buffer size: {buffer_size} bytes\")\n",
        "        print(f\"      Attempted copy: {copy_size} bytes\")\n",
        "        print(f\"      OVERFLOW: {overflow} bytes beyond boundary!\")\n",
        "\n",
        "        # Step 3: Control Flow Hijack\n",
        "        print(\"\\n[2.3] CONTROL FLOW HIJACK:\")\n",
        "        print(\"      → Payload overwrites Return Instruction Pointer (RIP)\")\n",
        "\n",
        "        # Simulate RIP overwrite\n",
        "        original_rip = 0x7ffff7a00000\n",
        "        hijacked_rip = 0x7ffff7b00000  # Points to shellcode\n",
        "\n",
        "        print(f\"      Original RIP: {original_rip:#018x}\")\n",
        "        print(f\"      Hijacked RIP: {hijacked_rip:#018x} → SHELLCODE ADDRESS\")\n",
        "\n",
        "        # Step 4: Ring 0 Escalation\n",
        "        print(\"\\n[2.4] RING 0 ESCALATION:\")\n",
        "        print(\"      → CPU jumps to shellcode address\")\n",
        "        print(\"      → Executing with KERNEL PRIVILEGES\")\n",
        "        print(\"      → CPL (Current Privilege Level) = 0\")\n",
        "\n",
        "        print(f\"\\n[✓] Phase II Complete: Kernel compromised, executing payload\")\n",
        "        return True\n",
        "\n",
        "    def phase3_white_box_transition(self):\n",
        "        \"\"\"\n",
        "        PHASE III: The White Box Transition (Resident Logic)\n",
        "        \"\"\"\n",
        "        print(\"\\n\" + \"=\"*70)\n",
        "        print(\"PHASE III: WHITE BOX TRANSITION\")\n",
        "        print(\"=\"*70)\n",
        "\n",
        "        # Step 1: Stack Sanitization\n",
        "        print(\"\\n[3.1] STACK SANITIZATION:\")\n",
        "        print(\"      → Repairing stack pointer (RSP)\")\n",
        "        print(\"      → Restoring frame pointer (RBP)\")\n",
        "        print(\"      → Preventing Kernel Panic / BSOD\")\n",
        "        print(\"      ✓ System remains operational\")\n",
        "\n",
        "        # Step 2: Hooking Mechanism\n",
        "        print(\"\\n[3.2] HOOKING MECHANISM:\")\n",
        "        print(\"      → Locating tcp_transmit_skb() in kernel memory\")\n",
        "        print(\"      → Saving original function prologue\")\n",
        "        print(\"      → Installing JMP hook to Hooked_TcpTransmit()\")\n",
        "\n",
        "        # Simulate hook installation\n",
        "        tcp_transmit_addr = 0xffffffffc0000000\n",
        "        hook_addr = 0xffffffffc0100000\n",
        "\n",
        "        print(f\"      tcp_transmit_skb: {tcp_transmit_addr:#018x}\")\n",
        "        print(f\"      Hooked_TcpTransmit: {hook_addr:#018x}\")\n",
        "        print(\"      ✓ Hook installed successfully\")\n",
        "\n",
        "        # Step 3: Data Harvesting\n",
        "        print(\"\\n[3.3] DATA HARVESTING:\")\n",
        "        print(\"      → Scanning kernel memory for patterns...\")\n",
        "        print(\"      → Searching for: passwords, keys, tokens, secrets\")\n",
        "\n",
        "        harvested = {\n",
        "            \"credentials\": [\n",
        "                \"db_password=MyS3cr3tP@ss\",\n",
        "                \"admin_token=eyJhbGciOiJIUzI1NiIs...\",\n",
        "            ],\n",
        "            \"api_keys\": [\n",
        "                \"OPENAI_API_KEY=sk-proj-...\",\n",
        "                \"AWS_ACCESS_KEY=AKIAIOSFODNN7...\",\n",
        "            ],\n",
        "            \"env_vars\": [\n",
        "                \"DATABASE_URL=postgres://user:pass@host:5432/db\",\n",
        "                \"STRIPE_SECRET_KEY=sk_live_...\",\n",
        "            ],\n",
        "            \"ssl_keys\": b\"\\x30\\x82\\x01\\x0a...\" * 10  # Simulated private key\n",
        "        }\n",
        "\n",
        "        for category, items in harvested.items():\n",
        "            print(f\"      → Found {len(items)} {category}\")\n",
        "\n",
        "        print(f\"\\n[✓] Phase III Complete: System transitioned to WHITE BOX\")\n",
        "        return harvested\n",
        "\n",
        "    def phase4_in_band_exfiltration(self, harvested_data, conn):\n",
        "        \"\"\"\n",
        "        PHASE IV: In-Band Exfiltration (The Return)\n",
        "        Implementation of Listing 1 from the paper\n",
        "        \"\"\"\n",
        "        print(\"\\n\" + \"=\"*70)\n",
        "        print(\"PHASE IV: IN-BAND EXFILTRATION\")\n",
        "        print(\"=\"*70)\n",
        "\n",
        "        print(\"\\n[4.1] EXFILTRATION HOOK ACTIVATED:\")\n",
        "        print(\"      → Intercepting outgoing TCP packet\")\n",
        "        print(\"      → Destination: Attacker IP\")\n",
        "\n",
        "        # Step 1: Serialize harvested data\n",
        "        print(\"\\n[4.2] DATA PREPARATION:\")\n",
        "        data_str = str(harvested_data)\n",
        "        data_bytes = data_str.encode()\n",
        "        print(f\"      → Serialized {len(data_bytes)} bytes of sensitive data\")\n",
        "\n",
        "        # Step 2: Encrypt with XOR\n",
        "        print(\"\\n[4.3] ENCRYPTION:\")\n",
        "        key_bytes = self.satoshi_key.to_bytes(4, byteorder='big')\n",
        "        encrypted = bytearray()\n",
        "        for i, byte in enumerate(data_bytes):\n",
        "            encrypted.append(byte ^ key_bytes[i % len(key_bytes)])\n",
        "\n",
        "        print(f\"      → XOR encryption with SATOSHI_KEY: {self.satoshi_key:#08x}\")\n",
        "        print(f\"      → Encrypted {len(encrypted)} bytes\")\n",
        "\n",
        "        # Step 3: Inject into TCP packet\n",
        "        print(\"\\n[4.4] PACKET INJECTION:\")\n",
        "        print(\"      → Hijacking TCP Sequence Number field\")\n",
        "\n",
        "        # Split encrypted data into chunks that fit in SEQ numbers\n",
        "        chunks = []\n",
        "        for i in range(0, len(encrypted), 4):\n",
        "            chunk = encrypted[i:i+4]\n",
        "            if len(chunk) == 4:\n",
        "                seq_num = struct.unpack(\">I\", bytes(chunk))[0]\n",
        "                chunks.append(seq_num)\n",
        "                print(f\"      → Chunk {len(chunks)}: SEQ={seq_num:#010x}\")\n",
        "\n",
        "        # Step 4: Transmit\n",
        "        print(\"\\n[4.5] TRANSMISSION:\")\n",
        "        print(\"      → Releasing packets with embedded data\")\n",
        "        print(f\"      → {len(chunks)} packets in exfiltration stream\")\n",
        "\n",
        "        # Send encrypted data through the connection\n",
        "        exfil_packet = b\"HTTP/1.1 200 OK\\r\\n\"\n",
        "        exfil_packet += b\"Content-Type: text/plain\\r\\n\"\n",
        "        exfil_packet += b\"\\r\\n\"\n",
        "        exfil_packet += bytes(encrypted[:100])  # Send chunk as demo\n",
        "\n",
        "        conn.send(exfil_packet)\n",
        "\n",
        "        self.exfiltrated_data = bytes(encrypted)\n",
        "\n",
        "        print(f\"\\n[✓] Phase IV Complete: {len(encrypted)} bytes exfiltrated in-band\")\n",
        "        print(\"    ✓ Target remains unaware\")\n",
        "        print(\"    ✓ No new ports opened\")\n",
        "        print(\"    ✓ No anomalous traffic patterns\")\n",
        "\n",
        "        return bytes(encrypted)\n",
        "\n",
        "    def attacker_decode(self, encrypted_data):\n",
        "        \"\"\"\n",
        "        Attacker-side decoding of exfiltrated data\n",
        "        \"\"\"\n",
        "        print(\"\\n\" + \"=\"*70)\n",
        "        print(\"ATTACKER SIDE: DECODING EXFILTRATED DATA\")\n",
        "        print(\"=\"*70)\n",
        "\n",
        "        print(\"\\n[DECODE] Receiving in-band exfiltration stream...\")\n",
        "        print(f\"[DECODE] Received {len(encrypted_data)} encrypted bytes\")\n",
        "\n",
        "        # Decrypt with XOR\n",
        "        print(f\"\\n[DECODE] Decrypting with SATOSHI_KEY: {self.satoshi_key:#08x}\")\n",
        "        key_bytes = self.satoshi_key.to_bytes(4, byteorder='big')\n",
        "        decrypted = bytearray()\n",
        "        for i, byte in enumerate(encrypted_data):\n",
        "            decrypted.append(byte ^ key_bytes[i % len(key_bytes)])\n",
        "\n",
        "        decrypted_str = bytes(decrypted).decode('utf-8', errors='ignore')\n",
        "\n",
        "        print(f\"[DECODE] Decrypted {len(decrypted)} bytes\")\n",
        "        print(f\"\\n[DECODE] === RECOVERED DATA ===\")\n",
        "        print(decrypted_str[:500])\n",
        "        print(\"...\")\n",
        "\n",
        "        return decrypted_str\n",
        "\n",
        "    def start_vulnerable_server(self):\n",
        "        \"\"\"Simulated vulnerable server\"\"\"\n",
        "        server_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
        "        server_socket.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)\n",
        "        server_socket.bind((self.target_ip, self.target_port))\n",
        "        server_socket.listen(1)\n",
        "\n",
        "        print(f\"[SERVER] Listening on {self.target_ip}:{self.target_port}\")\n",
        "        print(\"[SERVER] Waiting for connection...\\n\")\n",
        "\n",
        "        conn, addr = server_socket.accept()\n",
        "        print(f\"[SERVER] Connection from {addr}\")\n",
        "\n",
        "        # Receive attack packet\n",
        "        data = conn.recv(4096)\n",
        "\n",
        "        # Simulate the 4 phases\n",
        "        packet = self.phase1_payload_construction()\n",
        "\n",
        "        if self.phase2_handshake_trigger(packet, conn):\n",
        "            harvested = self.phase3_white_box_transition()\n",
        "            encrypted = self.phase4_in_band_exfiltration(harvested, conn)\n",
        "\n",
        "        conn.close()\n",
        "        server_socket.close()\n",
        "\n",
        "    def launch_client_attack(self):\n",
        "        \"\"\"Attack client\"\"\"\n",
        "        time.sleep(2)  # Wait for server\n",
        "\n",
        "        print(\"=\"*70)\n",
        "        print(\"PROJECT OMEGA - COMPLETE ATTACK SIMULATION\")\n",
        "        print(\"=\"*70)\n",
        "        print(f\"Target: {self.target_ip}:{self.target_port}\")\n",
        "        print(f\"Attacker: {self.attacker_ip}\")\n",
        "        print(\"=\"*70)\n",
        "\n",
        "        # Connect to target\n",
        "        client = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
        "        client.connect((self.target_ip, self.target_port))\n",
        "\n",
        "        # Send malicious SYN (simulated)\n",
        "        malicious_payload = b\"OMEGA_EXPLOIT_PACKET\" + b\"\\x90\" * 100\n",
        "        client.send(malicious_payload)\n",
        "\n",
        "        # Receive exfiltrated data\n",
        "        response = client.recv(4096)\n",
        "\n",
        "        client.close()\n",
        "\n",
        "        # Decode on attacker side\n",
        "        time.sleep(2)\n",
        "        if self.exfiltrated_data:\n",
        "            self.attacker_decode(self.exfiltrated_data)\n",
        "\n",
        "        print(\"\\n\" + \"=\"*70)\n",
        "        print(\"ATTACK COMPLETE: BLACK BOX → WHITE BOX TRANSITION ACHIEVED\")\n",
        "        print(\"=\"*70)\n",
        "        print(\"\\n✓ O(1) Compromise Complexity\")\n",
        "        print(\"✓ No Application-Layer Vulnerabilities Exploited\")\n",
        "        print(\"✓ Leveraged TCP/IP Stack Trust\")\n",
        "        print(\"✓ In-Band Exfiltration (No New Ports)\")\n",
        "        print(\"✓ Target Remains Operational\")\n",
        "        print(\"✓ Forensically Undetectable (Resides in RAM Only)\")\n",
        "\n",
        "    def run(self):\n",
        "        \"\"\"Run complete simulation\"\"\"\n",
        "        # Start server in thread\n",
        "        server_thread = threading.Thread(target=self.start_vulnerable_server)\n",
        "        server_thread.start()\n",
        "\n",
        "        # Launch attack\n",
        "        self.launch_client_attack()\n",
        "\n",
        "        server_thread.join()\n",
        "\n",
        "if __name__ == \"__main__\":\n",
        "    print(\"\"\"\n",
        "    ╔═══════════════════════════════════════════════════════════════╗\n",
        "    ║                     PROJECT OMEGA                             ║\n",
        "    ║   The Algorithmic Implementation of Remote Kernel Execution   ║\n",
        "    ║         via TCP Handshake & In-Band Exfiltration              ║\n",
        "    ╚═══════════════════════════════════════════════════════════════╝\n",
        "    \"\"\")\n",
        "\n",
        "    testnet = OmegaUserSpaceTest()\n",
        "    testnet.run()"
      ]
    }
  ]
}