Leen Za@Leenaza

Ozone is a next-generation Web Application Firewall (WAF) for AI systems. It safeguards Large Language Models (LLMs) and autonomous agents from prompt injection, instruction hijacking, and malicious inputs while ensuring legitimate AI interactions remain uninterrupted. What Makes Ozone Special Multi-Layered Defense: Validates inputs, outputs, and agent behavior across all stages of AI execution, stopping malicious prompts without disrupting legitimate operations. Prompt Injection Protection: Detects attempts to manipulate instructions or override system roles, neutralizing attacks before they can influence model outputs or agent actions. Agent & Workflow Awareness: Monitors multi-step agent workflows and tool calls, preventing unauthorized actions, privilege escalation, or data exfiltration. Semantic Analysis & Guardrails: Uses AI-aware filtering to separate trusted instructions from untrusted input, applying dynamic guardrails that maintain usability while blocking threats. Insights & Reporting: Provides real-time analytics on attempted attacks, giving security teams visibility into the AI attack surface and improving resilience over time.

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.