The Accurate Cyber Security Threat Detection Tool (ACSTDT) is an advanced, AI-driven cybersecurity platform that integrates threat intelligence, network monitoring, and endpoint protection. What makes this solution unique is its focus on accuracy, minimizing false positives, and providing actionable insights.
Key Features of the GUI
- Dashboard Overview The GUI launches with a comprehensive dashboard that provides real-time data on:
Detected threats
System status (safe, warning, critical)
Ongoing scans
Security events timeline
Resource utilization (CPU, memory, network activity)
The dashboard uses color coding to indicate severity levels—green for safe, yellow for warnings, and red for critical threats. These visual cues make it easier to prioritize threats.
- Threat Detection Console A dedicated console displays all detected cyber threats. For each threat, it shows:
Threat name
Threat type (Malware, Phishing, Port Scan, SQL Injection, etc.)
Source IP address/location (with optional map visualization)
Date and time of detection
Severity score (0-100 scale)
Suggested action (Quarantine, Block, Ignore, Investigate)
The interface allows sorting and filtering by severity, type, or date for rapid threat triage.
- Threat Analytics The Threat Analytics section provides graphical reports and charts:
Pie charts showing threat types distribution
Line graphs tracking daily, weekly, and monthly threat trends
Heatmaps showing peak times of attack attempts
It also includes predictive analytics powered by machine learning, allowing the tool to forecast potential future threats based on historical data patterns.
- Real-Time Alerts and Notifications Users receive real-time alerts in the GUI and via integrated notification channels like:
SMS
Push notifications (desktop/mobile)
Webhooks for automation scripts
Clicking an alert expands a detailed view with actionable recommendations.
- Incident Response Actions The GUI enables users to respond to threats without leaving the interface:
Quarantine affected files or systems
Terminate malicious processes
Block suspicious IPs or domains with a single click
Launch deeper forensic analysis using integrated or third-party tools
An audit trail records all actions taken for compliance and review.
- Network Activity Monitor This feature visualizes network traffic in real time:
Graphical flows of inbound and outbound connections
Highlighting unusual or suspicious connections
Ability to drill down on individual network packets for analysis
Live bandwidth usage tracking
- System Health and Performance It’s crucial that security doesn’t come at the cost of performance. The Performance Tab monitors:
CPU load caused by security scans
Memory usage by the tool
Recommendations for optimization
Users can schedule scans or adjust the aggressiveness of monitoring depending on system load.
- Customizable Interface The GUI includes theme options, including dark mode and cyber green themes for low-eye-strain, extended monitoring. Panels and dashboards are modular, allowing users to customize their workspace according to personal or organizational preference.
How To install
git clone https://github.com/Accurate-Cyber-Defense/Accurate-Cyber-Security-Threat-Detection-Tool-Gui.gi
How to run
python Accurate-Cyber-Security-Threat-Detection-Tool-Gui.py