Update with more focus

Update with more focus on recently activities

README.md

@@ -6,58 +6,58 @@ colorTo: blue
 sdk: static
 pinned: false
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-
 <p align="center">
-  <img src="public/assets/logos/logo.svg" alt="Montimage Logo" width="280"/>
+  <img src="https://montimage.netlify.app/assets/logos/logo.svg" alt="Montimage Logo" width="280"/>
 </p>
 
-<h3 align="center">Network Monitoring & Cybersecurity Solutions</h3>
+<h3 align="center">AI-Powered Cybersecurity & Network Intelligence</h3>
 
 <p align="center">
   <a href="https://www.montimage.com">Website</a> •
   <a href="https://linkedin.com/company/montimage">LinkedIn</a> •
-  <a href="https://github.com/montimage">GitHub</a> •
-  <a href="https://bsky.app/profile/montimage.bsky.social">Bluesky</a>
+  <a href="https://github.com/montimage">GitHub</a>
 </p>
 
 ---
 
 ## About
 
-**Montimage** is a French cybersecurity company founded in 2004, headquartered in Paris. We specialize in network traffic analysis, deep packet inspection, and AI-powered security solutions. With 20+ years of expertise, we deliver innovative tools for network monitoring, threat detection, and critical infrastructure protection.
-
-## What We Do
+**Montimage** is a French cybersecurity company (est. 2004) building AI-powered solutions for network security and threat detection. We fine-tune LLMs and develop AI agentic workflows for autonomous security monitoring, threat analysis, and incident response.
 
-- **Network Traffic Analysis** — Deep packet inspection supporting 700+ protocols
-- **APT Detection** — Advanced persistent threat identification and blocking
-- **AI/ML Security** — Behavioral analysis and anomaly detection
-- **5G/6G Security** — Next-generation mobile network protection
-- **IoT Security** — Smart device monitoring and threat prevention
-- **Cyber Range** — Virtual training environments for security teams
+## AI & ML Focus
 
-## Products
+- **LLM Fine-tuning** — Domain-specific models for cybersecurity and network analysis
+- **AI Agents** — Autonomous threat detection and response workflows
+- **Anomaly Detection** — ML-powered behavioral analysis for zero-day attacks
+- **Traffic Classification** — Deep learning for encrypted traffic analysis
+- **Predictive Security** — AI-driven threat intelligence and forecasting
+- **Digital Twins** — AI-enabled attack simulation for IDS training (GANs)
 
-**MMT-DPI** • **MMT-APS** • **MMT-Box** • **MMT-Cloud** • **MMT-IoT** • **MMT-LB** • **EPC-in-a-Box** • **Montimage IDS Box**
+## Research Areas
 
-## Research & Innovation
+We actively develop AI/ML techniques for:
+- Intrusion Detection Systems (IDS)
+- Automated vulnerability detection and response
+- Explainable AI for security decision-making
+- Privacy-preserving ML for network monitoring
+- Real-time threat classification at scale
+- Phishing detection & training.
 
-Active participant in **22 EU-funded research projects** (10 active) including Horizon Europe, Digital Europe, and H2020 programmes.
+## Active EU AI Projects
 
-**Flagship Projects:** [INTACT](https://intact-horizon.eu/) (IoT-to-Cloud security) • [ENSURE-6G](https://ensure-6g.eu/) (6G network security) • [NERO](https://nerocybersecurity.eu/) (SME cybersecurity training) • [COGNIMAN](https://cogniman.eu/) (smart manufacturing)
+- **[INTACT](https://intact-horizon.eu/)** — AI-enabled Attack Emulator using GANs for IDS training
+- **[ENSURE-6G](https://ensure-6g.eu/)** — AI/ML-driven autonomous security for 6G networks
+- **[AI4CYBER](https://ai4cyber.eu/)** — Trustworthy AI for automated vulnerability detection
+- **[ResilMesh](https://resilmesh.eu/)** — AI/ML-based change-point detection for IT/OT security
 
 ## At a Glance
 
-| 20+ Years | 60+ Publications | 22 EU Projects | 9 Products |
-|:---------:|:----------------:|:--------------:|:----------:|
-| Experience | Peer-reviewed papers | 10 active | Security tools |
-
-**Awards:** EUREKA Innovation Award (2016) • Celtic+ Excellence Award (2015)
-
-**Partners:** Thales • Orange • Nokia • Ericsson • CEA • SINTEF • Institut Mines-Télécom
+| 20+ Years | 60+ Publications | 10 Active Projects | AI-First |
+|:---------:|:----------------:|:------------------:|:--------:|
+| Experience | Peer-reviewed | EU-funded research | Security |
 
 ---
 
 <p align="center">
   <b>Contact:</b> <a href="mailto:contact@montimage.com">contact@montimage.com</a> • Paris, France
 </p>
-