Tagged 'homelab'
All posts tagged with 'homelab' on William Zujkowski's blog
Posts tagged "homelab"
29 posts tagged with homelab
Building a Private Cloud in Your Homelab with Proxmox and Security Best Practices
Learn to build and secure a production-grade private cloud using Proxmox VE. Covers network segmentation, backup strategies, security hardening, and resource management with real homelab implementation lessons.
Hardening Docker Containers in Your Homelab: A Defense-in-Depth Approach
Eight security layers that stopped real attacks in homelab testing: minimal base images, user namespaces, seccomp profiles, network segmentation, and more. Defense-in-depth without Kubernetes overhead.
Building a Homelab Security Dashboard with Grafana and Prometheus
Real-world guide to monitoring security events in your homelab. Covers Prometheus configuration, Grafana dashboards, and alerting rules for threat detection.
NodeShield: Runtime SBOM Enforcement Stops 98% of Supply Chain Attacks
NodeShield enforces SBOMs at runtime using CBOM policies to prevent supply chain attacks. Homelab Docker deployment guide with attack simulations, 98.3% prevention rate, and <1ms overhead.
PromSketch: 2-100x Faster Prometheus Queries with Sketch Algorithms
Deploy PromSketch to optimize slow PromQL queries using sketch-based approximation. Homelab benchmarks show 2-100x speedup on percentile queries.
SIEM for Homelab: Wazuh vs Graylog Performance Comparison
Deploy and benchmark Wazuh and Graylog SIEM solutions in your homelab. Performance analysis, resource usage, and integration patterns for security monitoring.
Building a Privacy-First AI Lab: Deploying Local LLMs Without Sacrificing Ethics
Build privacy-first AI lab with local LLMs—run models up to 34B on RTX 3090 (24GB VRAM) with network isolation, traffic monitoring, and real privacy controls.
Preparing Your Homelab for the Quantum Future: Post-Quantum Cryptography Migration
Implement post-quantum cryptography with CRYSTALS-Kyber and Dilithium—prepare homelab for quantum threats using NIST-approved algorithms.
From Claude in Your Terminal to Robots in Your Workshop: The Embodied AI Revolution
Deploy Vision-Language-Action models for embodied AI robots—integrate physical world interaction with security considerations for homelab automation.
Proxmox High Availability Setup for Homelab Reliability
Build Proxmox high-availability clusters with shared storage and automated failover—implement live migration for zero-downtime homelab maintenance.
IoT Security in Your Home Lab: Lessons from OWASP IoTGoat
Test IoT security with OWASP IoTGoat—practice firmware extraction, API exploitation, and hardware hacking in secure lab environments.
Implementing Zero Trust Microsegmentation with VLANs
Implement zero trust with VLAN segmentation—secure homelab networks using micro-segmentation and layer 3 firewalls for defense in depth.
Self-Hosted Password Manager Migration: Bitwarden Deep Dive
Migrate to self-hosted Bitwarden—deploy secure vault with backup strategies, SSL certificates, and database encryption for full control.
Building a Network Traffic Analysis Lab with Suricata
Deploy Suricata IDS/IPS for real-time network threat detection—configure rule management, performance tuning, and SIEM integration for homelab monitoring.
Docker Runtime Security Hardening with Linux Security Modules
Harden Docker containers using AppArmor and SELinux for isolation without orchestration overhead. LSM profiles, seccomp filters, and capability dropping at homelab scale.
Implementing DNS-over-HTTPS (DoH) for Home Networks
Deploy DNS-over-HTTPS with Pi-hole and dnscrypt-proxy—encrypt DNS queries for home network privacy and prevent ISP monitoring with DoH implementation.
Local LLM Deployment: Privacy-First Approach
Deploy local LLMs for privacy-first AI—run language models on homelab hardware with model selection, optimization, and deployment strategies.
Fine-Tuning LLMs in the Homelab: A Practical Guide
Fine-tune LLMs on homelab hardware with QLoRA and 4-bit quantization. Train Llama 3 8B models on RTX 3090 with dataset prep and optimization strategies.
Building a Security-Focused Homelab: My Journey
Build security-focused homelab with Proxmox, VLANs, and IDS/IPS—create testing environment for cybersecurity and family data protection.
Securing Your Personal AI/ML Experiments: A Practical Guide
Secure personal AI experiments with model isolation and network segmentation—protect LLM deployments using privacy controls and threat modeling.
Raspberry Pi Security Projects That Actually Solve Problems
Build Raspberry Pi security projects with Pi-hole, VPN gateway, and honeypots—deploy practical network monitoring and threat detection on budget hardware.
Automating Home Network Security with Python and Open Source Tools
Automate home network security with Python and Ansible—deploy patching, threat detection, and compliance scanning for homelab infrastructure.
LLM-Powered Security Alert Triage with Local Models
Automate security alert analysis using local LLMs (Ollama) for privacy-preserving incident response. Reduce alert fatigue with AI-powered triage without cloud dependencies.
Privacy-Preserving AI Training Across My Homelab: Federated Learning with Granular-Ball Computing
Deploy federated learning across homelab with granular-ball computing—train privacy-preserving models with 82% reduced network transfer.
GPU Power Monitoring in My Homelab: When Machine Learning Met My Electricity Bill
Monitor GPU power with NVIDIA SMI and Grafana dashboards—reduce ML training electricity costs by 40% using optimization strategies for RTX 3090.
Sandboxing Untrusted Containers with gVisor: Lessons from G-Fuzz Vulnerability Research
Secure containers with gVisor sandboxing—prevent kernel exploits in Kubernetes clusters while managing 59% startup overhead for untrusted workloads.
Running LLaMA 3.1 on a Raspberry Pi: Memory-Efficient Edge AI with PIPELOAD
Run LLaMA 3.1 on Raspberry Pi with PIPELOAD pipeline inference—achieve 90% memory reduction and deploy 7B models on 8GB edge devices at 2.5 tokens/sec.
Zero-Knowledge Proof Authentication for Homelab Services
Implement privacy-preserving authentication using ZK-SNARKs for homelab SSO. No passwords transmitted, cryptographic proof of identity without revealing credentials.
Building a Python Vulnerability Scanner with NVD API Integration
Automate vulnerability detection in your homelab using Python and the National Vulnerability Database API. Track CVEs, scan dependencies, and integrate with monitoring systems.