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⚡ AI Lessons

Dev.to · Andrei Toma
🔐 Cybersecurity
⚡ AI Lesson
5d ago
Fixing XDP Redirect Map Failures for Edge Security
Learn how to troubleshoot XDP redirect map lookup failures and maintain high-speed network security on low-cost edge hardware like the Raspberry Pi.

Dev.to · Andrei Toma
⚡ AI Lesson
6d ago
Mastering eBPF Map Limits: A Guide for Edge Security
Learn why eBPF map creation fails and how to optimize memory limits for high-performance edge security on devices like the Raspberry Pi with HookProbe.

Dev.to · Andrei Toma
🔐 Cybersecurity
⚡ AI Lesson
3w ago
Zero Trust for Home Labs: Bridging the Gap Between Enterprise and Enthusiast
Transition your home lab from a vulnerable 'castle-and-moat' setup to a robust Zero Trust Architecture using HookProbe's AI-native edge security and NAPSE engin

Dev.to · Andrei Toma
📐 ML Fundamentals
⚡ AI Lesson
1mo ago
Automating Incident Response at the Network Edge with Low-Latency ML
Learn how to eliminate latency lag in incident response by deploying low-latency ML models at the network edge using HookProbe’s AI-native NAPSE engine.

Dev.to · Andrei Toma
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
The Power of Distributed Consensus in Autonomous SOCs
Explore how HookProbe's 7-POD architecture utilizes distributed learning and consensus between Hydra, Alexandria, and Aegis to revolutionize edge security.

Dev.to · Andrei Toma
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Scaling MSSP Operations: Reducing Alert Fatigue via Autonomous SOC
Discover how MSSPs can break the 'Data Wall' and eliminate alert fatigue using HookProbe’s edge-first autonomous SOC, Neural-Kernel, and eBPF-driven defense.

Dev.to · Andrei Toma
🧠 Large Language Models
⚡ AI Lesson
2mo ago
We Open-Sourced 627,000 Labeled Edge-IDS Verdicts on HuggingFace
HookProbe publishes the first labelled intrusion-detection dataset from a real production edge deployment — 627,853 verdicts across March and April 2026, free u

Dev.to · Andrei Toma
2mo ago
Next-Gen MSSP: Scaling Multi-Tenant Security with Edge-First IDS
Learn how next-gen MSSPs leverage edge-first IDS and eBPF technology to scale multi-tenant security and eliminate the data tax crisis in modern SOC operations.

Dev.to · Andrei Toma
2mo ago
Leveraging AI-Native IDS to Combat SMB Network Intrusions
Discover how AI-native IDS and HookProbe's NAPSE engine bridge the security gap for SMBs, offering enterprise-grade protection through edge-first autonomous def

Dev.to · Andrei Toma
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
AI Black Hat vs. White Hat: The Battle for Edge Autonomy
Explore the evolving AI-driven conflict between white and black hat hackers, and how HookProbe’s 7-POD architecture secures the future of edge-first defense.

Dev.to · Andrei Toma
🔐 Cybersecurity
⚡ AI Lesson
3mo ago
How HookProbe Detects CVE-2026-3502 (TrueConf Client) and Prevents Code Execution
Discover how HookProbe's Qsecbit scoring and TER integrity monitoring mitigate CVE-2026-3502, a critical vulnerability in TrueConf Client's update mechanism.

Dev.to · Andrei Toma
🔐 Cybersecurity
⚡ AI Lesson
3mo ago
How HookProbe Detects CVE-2026-3502 (TrueConf Client)
A technical breakdown of CVE-2026-3502 affecting TrueConf Client and how HookProbe's Qsecbit scoring engine and NAPSE intelligence detect and mitigate insecure

Dev.to · Andrei Toma
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Building an Autonomous SOC: How NAPSE and AEGIS Replace Manual Alert Triage
SOC analysts spend 80% of their time on alert triage that leads nowhere. This article examines how HookProbe's NAPSE AI-native engine and AEGIS autonomous defen

Dev.to · Andrei Toma
🔐 Cybersecurity
⚡ AI Lesson
3mo ago
HookProbe Hydra Engine Neutralizes Edge-Based IP Threats
On March 25 2026, the HookProbe AEGIS system detected and neutralized coordinated scanning attempts across distributed edge nodes. This technical analysis exami
DeepCamp AI