import streamlit as st from PurpleTeamIDS import analyze_security_log # Assuming you have a function to analyze logs class Dashboard: def __init__(self): # This will store the list of threats (can be used for real-time updates) self.threats = [] def render_main_content(self): """ This function will render the main content of the dashboard. It will include the threat analysis results and any visual components. """ # Header of the dashboard st.title("Cybersecurity IDS Dashboard") st.markdown("""

This dashboard provides insights into real-time security logs and threat analysis. Use the sidebar to enter your Hugging Face API token to enable threat analysis using AI.

""", unsafe_allow_html=True) # Display threat analysis history self.render_threat_analysis_history() def render_threat_analysis_history(self): """ This function renders the history of threat analysis for the user. It will display the most recent threats that have been detected. """ st.subheader("Recent Threat Analysis") if not self.threats: st.write("No threats detected yet.") else: for threat in self.threats: st.markdown(f"### {threat['type']}") st.write(f"**Description**: {threat['description']}") st.write(f"**Detected at**: {threat['timestamp']}") st.write(f"**Risk Level**: {threat['risk_level']}") st.write("---") def threat_analysis(self, log): """ This function takes a log, processes it to detect threats, and adds it to the list of detected threats. """ # Example: Analyzing security log (this function can be customized for specific logic) threat_data = analyze_security_log(log) # Process the threat data (you can customize this logic) self.process_new_threat(threat_data) def process_new_threat(self, threat_data): """ Adds new threat data to the list of threats. You can modify this method to store data in a database or other persistence layer. """ threat = { 'type': threat_data.get('type', 'Unknown'), 'description': threat_data.get('description', 'No description available'), 'timestamp': threat_data.get('timestamp', 'Unknown'), 'risk_level': threat_data.get('risk_level', 'Low') } # Add the new threat to the list (you could also add it to a database) self.threats.insert(0, threat) # Add to the beginning to keep most recent first def render_sidebar(self): """ Render the sidebar content for user interactions like entering the API token """ st.sidebar.header("Configuration") st.sidebar.text_input("Enter API Token", type="password", key="api_token")