SIH 25234 | Centralized Vulnerability Detection and Intelligent Query Interface | Team Hexonic

Описание: 🎯 Problem Statement ID: SIH 25234
💡 Title: Centralized Vulnerability Detection and Intelligent Query Interface
👥 Team Name: Hexonic
🏢 Organization: National Technical Research Organisation (NTRO)
🎓 Category: Software | Theme: Smart Automation

🔐 Project Overview

In modern cybersecurity, analysts rely on multiple disconnected tools for threat detection and analysis.
Team Hexonic presents an AI-driven centralized platform that integrates vulnerability scanners, automates data aggregation, and provides intelligent insights through a Retrieval-Augmented Generation (RAG) chatbot.

Our system helps cybersecurity professionals detect, understand, and mitigate vulnerabilities faster — all from a single unified dashboard.

⚙️ Technical Implementation
Phase 1: Unified Scanning Interface

Built a responsive web GUI for both active and passive scans.

Integrated tools like Nmap, OpenVAS, Nessus, Nikto, and Nuclei for wide coverage and accurate data collection.

Phase 2: Data Aggregation & AI Modeling

Aggregates and normalizes vulnerability data into structured reports.

Displays CVE IDs, CVSS scores, affected components, and evidence.

Employs AI-based attack-path modeling to visualize single or chained vulnerability exploits.

Correlates data with global threat intelligence sources — NVD, ExploitDB, Rapid7 — for real-time enrichment.

Phase 3: Intelligent Query Interface

Implements a context-aware RAG chatbot capable of natural language interactions.

Provides exploit steps, remediation guidance, and CVE references.

Supports multi-user, real-time queries for enhanced collaboration.

🧠 Key Features

🌐 Centralized Scanning GUI — Manage all tools from one interface.

📊 Threat Intelligence Integration — Contextual and up-to-date data.

🧩 AI-Powered Attack Path Visualization — Understand exploit chains.

💬 Smart RAG Chatbot — Query vulnerabilities in natural language.

📈 Dynamic Dashboard — Interactive reports and exportable analytics.

🔒 Secure Access & Controls — Data protection and ethical compliance.

📏 Model Evaluation Metrics

✅ Accuracy

✅ F1 Score

✅ BLEU / ROUGE Scores

🌍 Impact

This solution revolutionizes vulnerability management by combining automation, AI, and threat intelligence into a single ecosystem.
It empowers organizations to respond to cyber threats proactively and make data-driven security decisions efficiently.

📘 Tags:
#SIH2025 #CyberSecurity #AI #MachineLearning #DeepLearning #RAG #ThreatIntelligence #SmartAutomation #NTRO #Nmap #Nessus #OpenVAS #Nuclei #AIChatbot #TeamHexonic #CyberDefense #Innovation #Hackathon #VulnerabilityDetection #TechForGood