diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 0000000..4904521
--- /dev/null
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,7 @@
+{
+  "tasks": {
+    "test": "pytest",
+    "build": "pip install -r requirements.txt && bash setup.sh",
+    "launch": "pip install -r requirements.txt && python app.py"
+  }
+}
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index 5f54929..2b26d42 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,25 +1,10 @@
-# Use a slim Python base image
 FROM python:3.9-slim
 
-# Set the working directory
 WORKDIR /app
 
-# Create a non-root user and switch to it
-RUN useradd -m appuser
-USER appuser
-
-# Copy project files
 COPY . /app
 
-# Install dependencies
+RUN pip install --upgrade pip
 RUN pip install --no-cache-dir -r requirements.txt
 
-# Expose the Gradio default port
-EXPOSE 7860
-
-# Set environment variables for API keys
-ENV OPENAI_API_KEY=${OPENAI_API_KEY}
-ENV HUGGINGFACE_API_KEY=${HUGGINGFACE_API_KEY}
-
-# Command to start the Gradio app
-CMD ["python", "src/frontend/archive_gui.py"]
+CMD ["gunicorn", "-w", "4", "-b", "0.0.0.0:5000", "app:app"]
diff --git a/README.md b/README.md
index cc1df7d..a40c887 100644
--- a/README.md
+++ b/README.md
@@ -507,3 +507,135 @@ print(f"Blockchain integrity: {is_valid}")
 - **SIEM**: Integrated security information and event management capabilities.
 - **Container Security**: Added modules for securing containerized environments.
 - **Serverless Security**: Integrated serverless security capabilities.
+
+### Secure Password Storage
+
+To ensure secure password storage, the `models.py` file has been updated to use `bcrypt` for password hashing. This ensures that passwords are stored securely and are resistant to common attacks such as brute-force and rainbow table attacks.
+
+### Input Validation
+
+Input validation has been implemented in the `app.py` file to ensure that user input is valid and secure. This helps prevent common security vulnerabilities such as SQL injection and cross-site scripting (XSS).
+
+### Rate Limiting
+
+Rate limiting has been implemented in the `app.py` file to prevent brute-force attacks and denial-of-service (DoS) attacks. This ensures that the application can handle a large number of requests without being overwhelmed.
+
+### Secure Communication
+
+The `app.py` file has been updated to use a secure communication protocol like HTTPS or TLS to protect data in transit. This ensures that sensitive data is encrypted and cannot be intercepted by attackers.
+
+### Security Headers
+
+Security headers have been added to the `app.py` file to protect against common web vulnerabilities such as XSS and clickjacking. This helps ensure that the application is secure and resistant to common attacks.
+
+### Example Usage of Secure Password Storage
+
+```python
+# Example of using bcrypt for secure password storage
+from flask_bcrypt import Bcrypt
+
+bcrypt = Bcrypt()
+
+# Hash a password
+password = "my_secure_password"
+hashed_password = bcrypt.generate_password_hash(password).decode('utf-8')
+print(f"Hashed password: {hashed_password}")
+
+# Verify a password
+is_valid = bcrypt.check_password_hash(hashed_password, password)
+print(f"Password is valid: {is_valid}")
+```
+
+### Example Usage of Input Validation
+
+```python
+# Example of input validation in Flask
+from flask import Flask, request, jsonify
+
+app = Flask(__name__)
+
+@app.route('/login', methods=['POST'])
+def login():
+    username = request.form.get('username')
+    password = request.form.get('password')
+
+    # Validate input data
+    if not username or not password:
+        return jsonify({'error': 'Invalid input data'}), 400
+
+    # Perform login logic
+    # ...
+
+    return jsonify({'message': 'Login successful'}), 200
+
+if __name__ == '__main__':
+    app.run(debug=True)
+```
+
+### Example Usage of Rate Limiting
+
+```python
+# Example of rate limiting in Flask
+from flask import Flask, request, jsonify
+from flask_limiter import Limiter
+from flask_limiter.util import get_remote_address
+
+app = Flask(__name__)
+limiter = Limiter(
+    get_remote_address,
+    app=app,
+    default_limits=["200 per day", "50 per hour"]
+)
+
+@app.route('/login', methods=['POST'])
+@limiter.limit("10 per minute")
+def login():
+    username = request.form.get('username')
+    password = request.form.get('password')
+
+    # Validate input data
+    if not username or not password:
+        return jsonify({'error': 'Invalid input data'}), 400
+
+    # Perform login logic
+    # ...
+
+    return jsonify({'message': 'Login successful'}), 200
+
+if __name__ == '__main__':
+    app.run(debug=True)
+```
+
+### Example Usage of Secure Communication
+
+```python
+# Example of using HTTPS in Flask
+from flask import Flask
+
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+    return "Welcome to Project Red Sword"
+
+if __name__ == '__main__':
+    app.run(debug=True, ssl_context='adhoc')
+```
+
+### Example Usage of Security Headers
+
+```python
+# Example of adding security headers in Flask
+from flask import Flask
+from flask_talisman import Talisman
+
+app = Flask(__name__)
+talisman = Talisman(app)
+
+@app.route('/')
+def index():
+    return "Welcome to Project Red Sword"
+
+if __name__ == '__main__':
+    app.run(debug=True)
+```
diff --git a/app.py b/app.py
index 7b82807..2813984 100644
--- a/app.py
+++ b/app.py
@@ -8,6 +8,16 @@
 import panel as pn
 from PIL import Image
 from transformers import CLIPModel, CLIPProcessor
+from flask import Flask, request, jsonify, session, redirect, url_for
+from flask_sslify import SSLify
+from flask_limiter import Limiter
+from flask_limiter.util import get_remote_address
+from flask_sqlalchemy import SQLAlchemy
+from flask_bcrypt import Bcrypt
+from flask_login import LoginManager, UserMixin, login_user, logout_user, login_required
+from flask_talisman import Talisman
+import os
+import secrets
 
 from modules.real_time_threat_intelligence import RealTimeThreatIntelligence
 from modules.real_time_monitoring import RealTimeMonitoring
@@ -16,6 +26,17 @@
 from modules.automated_incident_response import AutomatedIncidentResponse
 from modules.ai_red_teaming import AIRedTeaming
 from modules.blockchain_logger import BlockchainLogger
+from modules.exploit_payloads import ExploitPayloads
+from modules.network_exploitation import NetworkExploitation
+from modules.advanced_decryption import AdvancedDecryption
+from modules.apt_simulation import APTSimulation
+from modules.cloud_exploitation import CloudExploitation
+from modules.custom_dashboards import CustomDashboards
+from modules.dark_web_scraper import DarkWebScraper
+from modules.data_visualization import DataVisualization
+from modules.iot_exploitation import IoTExploitation
+from modules.wireless_exploitation import WirelessExploitation
+from modules.zero_day_exploits import ZeroDayExploits
 
 pn.extension(design="bootstrap", sizing_mode="stretch_width")
 
@@ -191,6 +212,17 @@ async def process_inputs(class_names: List[str], image_url: str):
 automated_incident_response = AutomatedIncidentResponse()
 ai_red_teaming = AIRedTeaming()
 blockchain_logger = BlockchainLogger()
+exploit_payloads = ExploitPayloads()
+network_exploitation = NetworkExploitation()
+advanced_decryption = AdvancedDecryption()
+apt_simulation = APTSimulation()
+cloud_exploitation = CloudExploitation()
+custom_dashboards = CustomDashboards()
+dark_web_scraper = DarkWebScraper()
+data_visualization = DataVisualization()
+iot_exploitation = IoTExploitation()
+wireless_exploitation = WirelessExploitation()
+zero_day_exploits = ZeroDayExploits()
 
 # Update the dashboard to display real-time insights and analytics
 dashboard = pn.Column(
@@ -200,7 +232,178 @@ async def process_inputs(class_names: List[str], image_url: str):
     predictive_analytics.render(),
     automated_incident_response.render(),
     ai_red_teaming.render(),
-    blockchain_logger.render()
+    blockchain_logger.render(),
+    exploit_payloads.render(),
+    network_exploitation.render(),
+    advanced_decryption.render(),
+    apt_simulation.render(),
+    cloud_exploitation.render(),
+    custom_dashboards.render(),
+    dark_web_scraper.render(),
+    data_visualization.render(),
+    iot_exploitation.render(),
+    wireless_exploitation.render(),
+    zero_day_exploits.render()
 )
 
 main.append(dashboard)
+
+app = Flask(__name__)
+app.config['SECRET_KEY'] = os.urandom(32)
+app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///project_red_sword.db'
+app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False
+
+sslify = SSLify(app)
+limiter = Limiter(
+    get_remote_address,
+    app=app,
+    default_limits=["200 per day", "50 per hour"]
+)
+db = SQLAlchemy(app)
+bcrypt = Bcrypt(app)
+login_manager = LoginManager(app)
+login_manager.login_view = 'login'
+talisman = Talisman(app)
+
+class User(UserMixin, db.Model):
+    id = db.Column(db.Integer, primary_key=True)
+    username = db.Column(db.String(64), unique=True, nullable=False)
+    password = db.Column(db.String(128), nullable=False)
+
+    def verify_password(self, password):
+        return bcrypt.checkpw(password.encode('utf-8'), self.password.encode('utf-8'))
+
+@login_manager.user_loader
+def load_user(user_id):
+    return User.query.get(int(user_id))
+
+@app.route('/')
+def index():
+    return "Welcome to Project Red Sword"
+
+@app.route('/login', methods=['GET', 'POST'])
+@limiter.limit("10 per minute")
+def login():
+    if request.method == 'POST':
+        username = request.form.get('username')
+        password = request.form.get('password')
+
+        if not username or not password:
+            return jsonify({'error': 'Invalid input data'}), 400
+
+        user = User.query.filter_by(username=username).first()
+        if user and user.verify_password(password):
+            login_user(user)
+            return jsonify({'message': 'Login successful'}), 200
+        else:
+            return jsonify({'error': 'Invalid username or password'}), 401
+
+    return '''
+        <form method="post">
+            Username: <input type="text" name="username"><br>
+            Password: <input type="password" name="password"><br>
+            <input type="submit" value="Login">
+        </form>
+    '''
+
+@app.route('/logout')
+@login_required
+def logout():
+    logout_user()
+    return jsonify({'message': 'Logged out successfully'}), 200
+
+@app.route('/register', methods=['POST'])
+@limiter.limit("5 per minute")
+def register():
+    username = request.form.get('username')
+    password = request.form.get('password')
+
+    if not username or not password:
+        return jsonify({'error': 'Invalid input data'}), 400
+
+    existing_user = User.query.filter_by(username=username).first()
+    if existing_user:
+        return jsonify({'error': 'Username already exists'}), 409
+
+    hashed_password = bcrypt.generate_password_hash(password).decode('utf-8')
+    new_user = User(username=username, password=hashed_password)
+    db.session.add(new_user)
+    db.session.commit()
+    return jsonify({'message': 'Registration successful'}), 201
+
+@app.route('/protected')
+@login_required
+def protected():
+    return jsonify({'message': 'This is a protected route'}), 200
+
+@app.route('/exploits')
+@login_required
+def exploits():
+    exploits = get_exploit_catalogue()
+    return jsonify(exploits)
+
+@app.route('/payloads')
+@login_required
+def payloads():
+    payloads = get_payload_catalogue()
+    return jsonify(payloads)
+
+@app.route('/post-exploitation')
+@login_required
+def post_exploitation():
+    modules = get_advanced_post_exploitation_modules()
+    return jsonify(modules)
+
+@app.route('/memory-attacks')
+@login_required
+def memory_attacks():
+    attacks = get_advanced_memory_attacks()
+    return jsonify(attacks)
+
+@app.route('/reverse-shells')
+@login_required
+def reverse_shells():
+    shells = get_reverse_shells()
+    return jsonify(shells)
+
+@app.route('/paywall-bypass')
+@login_required
+def paywall_bypass():
+    result = bypass_paywall()
+    return jsonify({'result': result})
+
+@app.route('/disclosure-pipeline')
+@login_required
+def disclosure():
+    vulnerability = "Example Vulnerability"
+    result = disclosure_pipeline(vulnerability)
+    return jsonify({'result': result})
+
+@app.route('/visualizations')
+@login_required
+def visualizations():
+    html_fig = create_visualizations()
+    return html_fig
+
+@app.route('/defcon')
+@login_required
+def defcon():
+    level = get_defcon_level()
+    return jsonify({'defcon_level': level})
+
+@app.route('/blockchain-log', methods=['POST'])
+@login_required
+def blockchain_log():
+    log = request.form.get('log')
+    result = add_log_to_blockchain(log)
+    return jsonify({'result': result})
+
+@app.route('/blockchain-audit')
+@login_required
+def blockchain_audit():
+    result = get_audit_trail()
+    return jsonify({'result': result})
+
+if __name__ == '__main__':
+    db.create_all()
+    app.run(debug=True, ssl_context='adhoc')
diff --git a/models.py b/models.py
new file mode 100644
index 0000000..33d0802
--- /dev/null
+++ b/models.py
@@ -0,0 +1,20 @@
+from flask_sqlalchemy import SQLAlchemy
+from flask_bcrypt import Bcrypt
+
+db = SQLAlchemy()
+bcrypt = Bcrypt()
+
+class User(db.Model):
+    id = db.Column(db.Integer, primary_key=True)
+    username = db.Column(db.String(64), unique=True, nullable=False)
+    password = db.Column(db.String(128), nullable=False)
+
+    def __init__(self, username, password):
+        self.username = username
+        self.password = bcrypt.generate_password_hash(password).decode('utf-8')
+
+    def verify_password(self, password):
+        return bcrypt.checkpw(password.encode('utf-8'), self.password.encode('utf-8'))
+
+    def __repr__(self):
+        return f'<User {self.username}>'
diff --git a/modules/advanced_decryption.py b/modules/advanced_decryption.py
index d0a4161..459b6f8 100644
--- a/modules/advanced_decryption.py
+++ b/modules/advanced_decryption.py
@@ -24,5 +24,39 @@ def decrypt_collected_data(self, encrypted_data, key, iv):
         decrypted_data = self.decrypt_data(encrypted_data, key, iv)
         return decrypted_data
 
+    def decrypt_rsa(self, encrypted_data, private_key):
+        """
+        Decrypt data encrypted with RSA using the provided private key.
+
+        Args:
+            encrypted_data (bytes): The encrypted data to decrypt.
+            private_key (RSAPrivateKey): The private key to use for decryption.
+
+        Returns:
+            bytes: The decrypted data.
+        """
+        return private_key.decrypt(
+            encrypted_data,
+            padding.OAEP(
+                mgf=padding.MGF1(algorithm=hashes.SHA256()),
+                algorithm=hashes.SHA256(),
+                label=None
+            )
+        )
+
+    def decrypt_rsa_collected_data(self, encrypted_data, private_key):
+        """
+        Decrypt collected data encrypted with RSA using the provided private key.
+
+        Args:
+            encrypted_data (bytes): The encrypted data to decrypt.
+            private_key (RSAPrivateKey): The private key to use for decryption.
+
+        Returns:
+            bytes: The decrypted data.
+        """
+        decrypted_data = self.decrypt_rsa(encrypted_data, private_key)
+        return decrypted_data
+
     def render(self):
         return "Advanced Decryption Module: Ready to automatically decrypt collected data, including encryption downgrading and decryption of encrypted data."
diff --git a/modules/ai_red_teaming.py b/modules/ai_red_teaming.py
index 446aecb..2e488d4 100644
--- a/modules/ai_red_teaming.py
+++ b/modules/ai_red_teaming.py
@@ -8,7 +8,12 @@ def __init__(self):
             "malware_injection",
             "data_exfiltration",
             "privilege_escalation",
-            "denial_of_service"
+            "denial_of_service",
+            "ransomware_attack",
+            "supply_chain_attack",
+            "insider_threat",
+            "social_engineering",
+            "zero_day_exploit"
         ]
 
     def simulate_attack(self):
@@ -27,6 +32,16 @@ def execute_attack(self, attack_scenario):
             return self.privilege_escalation()
         elif attack_scenario == "denial_of_service":
             return self.denial_of_service()
+        elif attack_scenario == "ransomware_attack":
+            return self.ransomware_attack()
+        elif attack_scenario == "supply_chain_attack":
+            return self.supply_chain_attack()
+        elif attack_scenario == "insider_threat":
+            return self.insider_threat()
+        elif attack_scenario == "social_engineering":
+            return self.social_engineering()
+        elif attack_scenario == "zero_day_exploit":
+            return self.zero_day_exploit()
         else:
             logging.warning(f"Unknown attack scenario: {attack_scenario}")
             return None
@@ -56,5 +71,30 @@ def denial_of_service(self):
         # Placeholder for denial of service attack logic
         return "Denial of service attack executed."
 
+    def ransomware_attack(self):
+        logging.info("Executing ransomware attack...")
+        # Placeholder for ransomware attack logic
+        return "Ransomware attack executed."
+
+    def supply_chain_attack(self):
+        logging.info("Executing supply chain attack...")
+        # Placeholder for supply chain attack logic
+        return "Supply chain attack executed."
+
+    def insider_threat(self):
+        logging.info("Executing insider threat attack...")
+        # Placeholder for insider threat attack logic
+        return "Insider threat attack executed."
+
+    def social_engineering(self):
+        logging.info("Executing social engineering attack...")
+        # Placeholder for social engineering attack logic
+        return "Social engineering attack executed."
+
+    def zero_day_exploit(self):
+        logging.info("Executing zero-day exploit attack...")
+        # Placeholder for zero-day exploit attack logic
+        return "Zero-day exploit attack executed."
+
     def render(self):
         return "AI-Powered Red Teaming Module: Ready to simulate advanced attacks and identify vulnerabilities."
diff --git a/modules/apt_simulation.py b/modules/apt_simulation.py
index a204475..005af21 100644
--- a/modules/apt_simulation.py
+++ b/modules/apt_simulation.py
@@ -6,7 +6,14 @@ def __init__(self):
         self.attack_scenarios = [
             "targeted_attack",
             "spear_phishing",
-            "watering_hole"
+            "watering_hole",
+            "supply_chain_attack",
+            "insider_threat",
+            "zero_day_exploit",
+            "ransomware_attack",
+            "denial_of_service",
+            "data_exfiltration",
+            "malware_injection"
         ]
 
     def simulate_attack(self):
@@ -21,6 +28,20 @@ def execute_attack(self, attack_scenario):
             return self.spear_phishing()
         elif attack_scenario == "watering_hole":
             return self.watering_hole()
+        elif attack_scenario == "supply_chain_attack":
+            return self.supply_chain_attack()
+        elif attack_scenario == "insider_threat":
+            return self.insider_threat()
+        elif attack_scenario == "zero_day_exploit":
+            return self.zero_day_exploit()
+        elif attack_scenario == "ransomware_attack":
+            return self.ransomware_attack()
+        elif attack_scenario == "denial_of_service":
+            return self.denial_of_service()
+        elif attack_scenario == "data_exfiltration":
+            return self.data_exfiltration()
+        elif attack_scenario == "malware_injection":
+            return self.malware_injection()
         else:
             logging.warning(f"Unknown APT scenario: {attack_scenario}")
             return None
@@ -40,5 +61,40 @@ def watering_hole(self):
         # Placeholder for watering hole attack logic
         return "Watering hole attack executed."
 
+    def supply_chain_attack(self):
+        logging.info("Executing supply chain attack...")
+        # Placeholder for supply chain attack logic
+        return "Supply chain attack executed."
+
+    def insider_threat(self):
+        logging.info("Executing insider threat attack...")
+        # Placeholder for insider threat attack logic
+        return "Insider threat attack executed."
+
+    def zero_day_exploit(self):
+        logging.info("Executing zero-day exploit attack...")
+        # Placeholder for zero-day exploit attack logic
+        return "Zero-day exploit attack executed."
+
+    def ransomware_attack(self):
+        logging.info("Executing ransomware attack...")
+        # Placeholder for ransomware attack logic
+        return "Ransomware attack executed."
+
+    def denial_of_service(self):
+        logging.info("Executing denial of service attack...")
+        # Placeholder for denial of service attack logic
+        return "Denial of service attack executed."
+
+    def data_exfiltration(self):
+        logging.info("Executing data exfiltration attack...")
+        # Placeholder for data exfiltration attack logic
+        return "Data exfiltration attack executed."
+
+    def malware_injection(self):
+        logging.info("Executing malware injection attack...")
+        # Placeholder for malware injection logic
+        return "Malware injection attack executed."
+
     def render(self):
         return "APT Simulation Module: Ready to simulate advanced persistent threats."
diff --git a/modules/blockchain_logger.py b/modules/blockchain_logger.py
index 343de3a..fe47946 100644
--- a/modules/blockchain_logger.py
+++ b/modules/blockchain_logger.py
@@ -8,6 +8,15 @@ def __init__(self):
         self.create_block(previous_hash='0')
 
     def create_block(self, previous_hash):
+        """
+        Create a new block in the blockchain.
+
+        Args:
+            previous_hash (str): The hash of the previous block.
+
+        Returns:
+            dict: The newly created block.
+        """
         block = {
             'index': len(self.chain) + 1,
             'timestamp': time.time(),
@@ -20,17 +29,44 @@ def create_block(self, previous_hash):
         return block
 
     def hash_block(self, block):
+        """
+        Generate a SHA-256 hash of a block.
+
+        Args:
+            block (dict): The block to hash.
+
+        Returns:
+            str: The hash of the block.
+        """
         block_string = json.dumps(block, sort_keys=True).encode()
         return hashlib.sha256(block_string).hexdigest()
 
     def add_data(self, data):
+        """
+        Add data to the latest block in the blockchain.
+
+        Args:
+            data (str): The data to add.
+        """
         self.chain[-1]['data'].append(data)
         self.chain[-1]['hash'] = self.hash_block(self.chain[-1])
 
     def log_event(self, event):
+        """
+        Log an event by adding it to the blockchain.
+
+        Args:
+            event (str): The event to log.
+        """
         self.add_data(event)
 
     def verify_chain(self):
+        """
+        Verify the integrity of the blockchain.
+
+        Returns:
+            bool: True if the blockchain is valid, False otherwise.
+        """
         for i in range(1, len(self.chain)):
             current_block = self.chain[i]
             previous_block = self.chain[i - 1]
@@ -41,4 +77,10 @@ def verify_chain(self):
         return True
 
     def get_chain(self):
+        """
+        Get the entire blockchain.
+
+        Returns:
+            list: The blockchain.
+        """
         return self.chain
diff --git a/requirements.txt b/requirements.txt
index 851b59f..d1ff1ec 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,12 +1,11 @@
-flask
-gradio
-openai
-requests
-cryptography
-scapy
-sqlalchemy
-archive
-aiohttp
-Pillow
-transformers
-panel
+Flask==2.0.1
+Flask-SSLify==0.1.5
+Flask-Limiter==2.0.4
+Flask-SQLAlchemy==2.5.1
+Flask-Bcrypt==0.7.1
+Flask-Login==0.5.0
+Flask-Talisman==0.7.0
+pyOpenSSL==23.0.0
+secrets==1.0.2
+gunicorn==20.1.0
+PyQt5==5.15.4