Halima Bouzidi

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Hi! I’m Halima Bouzidi 👋

🔬 Postdoctoral Scholar at the Embedded & Cyber-Physical Systems (AICPS) Lab at UCI

🌟 Previously: Research Fellow in Trustworthy AI at Queen’s University of Belfast, UK

🚀 Research Focus

I’m passionate about developing secure, efficient, and aligned AI systems that are both powerful and safe for real-world deployment. My work focuses on creating adversarial security tools and trustworthy AI solutions that ensure AI systems behave reliably and efficiently. My expertise spans Secure and Trustworthy AI, AI Safety, Adversarial Machine Learning, and Edge AI deployment.

My research lives at the exciting intersection of:

• 🛡️ Secure Machine Learning: Adversarial ML, Robustness evaluation, Physical adversarial attacks, Red-teaming of AI systems.
• 🤖 Efficient Machine Learning: Hardware-aware Neural Architecture Search (NAS), Graph neural networks, Edge AI, Energy-efficiency.
• 🎯 Hardware-Software Co-Design: Multi-objective optimization, Sensor-ML co-design for security, Resource-constrained intelligent systems.