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JAVE-Ethical-Software
JAVE-Ethical-Software

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I Built an AI Firewall That Outsmarted a 5,000-Node Botnet — Here’s Why

Hi Devs 👋 I’m Adam, a developer working in cybersecurity with a focus on ethical, intelligent defense systems. I recently completed a project called Jave Ethical Defender—a Layer 7 firewall that doesn’t just block traffic, it understands it.

🧠 What Makes Jave Different?
Most firewalls rely on static rules, IP blocklists, or rate limits. Jave takes a different approach:

Behavioral Analysis: It evaluates entropy, intent, and interaction patterns—not just headers.

Non-Retaliatory Defense: No bans, no brute force. Just intelligent containment and misdirection.

Modular & Lightweight: Designed to run on modest hardware with minimal CPU impact.

Ethical by Design: Built to empower users, not extract data or lock features behind paywalls.

In live testing, Jave successfully neutralized a 5,000+ node botnet while using under 10% CPU on a Ryzen 7950X3D. Fail2Ban was running too—but it didn’t catch a single one. Jave did.

Jave-Defender in Action!!

🌍 Why I Built It
As someone living with autism, I’ve often found traditional tools and workflows don’t align with how I think or communicate. So I built something that does. Jave is more than a firewall—it’s a reflection of how I believe security should work: adaptive, ethical, and accessible.

🔍 What’s Inside the Public Repo?
📄 Documentation & architecture overview

📸 Screenshots of live detections

🧪 Performance logs from real-world tests

🔐 Request-access workflow for the core engine (to prevent misuse)

GitHub: Jave Ethical Defender Public

💬 Let’s Talk
I’d love to hear your thoughts on:

Behavioral scoring vs static rules

Ethical honeypots and deception-based defense

How AI can empower neurodivergent developers

Whether you’re a sysadmin, red teamer, or just curious about smarter firewalls, I’m here to chat.

The future of defense isn’t about building bigger walls—it’s about building smarter ones. Thanks for reading.

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