Open security analytics. Understand, monitor, and protect your product from cyber threats, account takeovers, bots, and abuse.

• UpdatedDec 1, 2025
• PHP

Cloud Security Operations Orchestrator

• UpdatedApr 17, 2024
• Python

vPrioritizer enables us to understand the contextualized risk (vPRisk) on asset-vulnerability relationship level across the organization, for teams to make more informed decision about what (vulnerability/ties) they should remediate (or can afford not to) and on which (asset/s)

• UpdatedJul 9, 2025
• CSS

Security Analytics Engine - Anomaly Detection in Web Traffic

• UpdatedSep 18, 2025
• Python

Detection of network traffic anomalies using unsupervised machine learning

• UpdatedJan 26, 2022
• Jupyter Notebook

Digital Twin Driven Security Analytics for the Industrial Internet of Things.

• UpdatedMar 3, 2023
• HTML

Plug into extended SecOps: Bring Google Cloud's analytics to your local network. tshark captures on-prem, GCP transforms to UDM. Scalable, event-driven, via Terraform.

• UpdatedJun 10, 2025
• HCL

This repository contains an end-to-end walkthrough to leverage Google Cloud services to demonstrate Solution Accelerators for few business domains

• UpdatedJun 17, 2025
• Python

Production-ready authentication framework that saves you weeks of development. Features enterprise-grade security: 2FA/TOTP, LDAP integration, intelligent rate limiting, session fingerprinting, brute-force protection, security analytics dashboard, comprehensive audit logging, and granular role-based access control.

• UpdatedOct 27, 2025
• CSS

The 'CyberGuard' delivers a modular, multi-layer security system for modern web applications. It bundles client-side anomaly detection, DDoS-Guard, DOM protection, input shielding, service-worker hardening and UI blackout controls into one compact package.

• UpdatedDec 12, 2025

Splunk project analyzing simulated Linux syslog data to detect brute-force login attempts, error rate anomalies, escalated warnings, and correlated security events. Demonstrates advanced SPL, time-window correlation, lookup-based classification, and real-world SOC/SRE insights through storytelling dashboards.

• UpdatedJun 7, 2025
• Python

Python tool for turning noisy system logs into actionable security intelligence.

• UpdatedNov 25, 2025
• Jupyter Notebook

Research SOC testbed for alert correlation and noise reduction. Zeek + Wazuh + Elastic. Includes generated attack telemetry, detections, metrics, and reproducible experiments

• UpdatedDec 7, 2025
• Mermaid

🛡️ CyberSentinel – Threat Intel + Log Correlation Dashboard. An analyst-grade security tool that ingests threat intelligence, parses SSH/Apache logs, correlates IOCs, and generates real-time alerts.

• UpdatedNov 15, 2025
• Python

🔐 Malware Detection System using classical ML models to classify and detect malicious software based on behavior and feature patterns.

• UpdatedJul 21, 2025
• Jupyter Notebook

⚠️ Description only - code is confidential. AI-powered threat intelligence aggregator for OSINT and dark web data, with ML-based IOC classification.

• UpdatedJul 11, 2025

Offline-first, budget-aware log+CTI pipeline with optional LLM enrichment; grouping/sampling gates, strong CTI cache, reproducible reports, Streamlit UI.

• UpdatedSep 12, 2025
• Python

ML-based Intrusion Detection System using NSL-KDD. Includes preprocessing, feature engineering, Random Forest model (AUC 0.96), ROC curve, FastAPI prediction API, and a real-time intrusion analysis dashboard.

• UpdatedNov 20, 2025
• Jupyter Notebook

Server sizing and log ingestion monitoring for Wazuh with automated HTML reports and graphs.

• UpdatedOct 3, 2025
• Python

Hands-on Cowrie SSH honeypot project capturing attacker behavior and SSH intrusion attempts. Built for learning threat detection, logging, and security analytics.

• UpdatedNov 23, 2025
• Python