{"repo":"itshamzabendelladj/AIGuardSIEM","free":true,"listed":false,"github":"https://github.com/itshamzabendelladj/AIGuardSIEM","clone":"git clone https://github.com/itshamzabendelladj/AIGuardSIEM.git","description":"A production-grade SIEM/XDR platform for 1M+ EPS ingestion with sub-15ms detection latency. Built with C++, Go, and Python. Features DPDK capture, ONNX ML inference, Sigma rules, eBPF monitoring, and SOAR.","language":"C++","stars":80,"topics":["anomaly-detection","cybersecurity","dpdk","endpoint-security","incident-response","intrusion-detection","kafka","kubernetes","machine-learning","malware-detection"],"license":null,"category":"machine-learning","readme_excerpt":"AIGuardSIEM: A Production-Grade SIEM/XDR Platform Comprehensive Technical Whitepaper Version 1.0 — June 2025 --- Table of Contents 1. Executive Summary 2. Problem Statement & Industry Context 3. System Architecture Overview 4. Data Ingestion Layer 5. ML-Based Intrusion Detection System 6. Core Processing Engine 7. XDR Capabilities 8. Incident Response & SOAR 9. Storage Layer 10. Visualization & Dashboards 11. API & Integration Layer 12. Security & Compliance 13. Deployment Architecture 14. Performance Benchmarks 15. Threat Model & Attack Surface 16. Future Roadmap 17. Appendix A: Technology Stack 18. Appendix B: Glossary --- 1. Executive Summary AIGuardSIEM is a modular, microservices-based Security Information and Event Management (SIEM) platform with Extended Detection and Response (XDR) capabilities. It is engineered to ingest, process, correlate, and analyze security telemetry at scales exceeding 1 million events per second (EPS) with end-to-end detection latency under 15 milliseconds (P99.9) . The platform employs a polyglot architecture that leverages the strengths of three programming paradigms: - C++ (20) for performance-critical paths: data collectors, packet capture, stream processing, storage engine, and cryptography. These components achieve near-zero-copy data movement, SIMD-accelerated correlation, and hardware-accelerated encryption. - Go (1.22+) for concurrent networked services: API gateway, service orchestration, cloud connectors, visualization backend, and ","default_branch":null,"files":null,"tree":[],"storefront":"/r/itshamzabendelladj","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/itshamzabendelladj/AIGuardSIEM/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}