2026 SoK: Understanding the Role of Optimization-Based Attacks in Evaluating Safety of Multi-Agent LLM Systems Eman Maali, and Matthew Wicker In Under review, 2026 Code 2025 Evaluating IoT Device Identification Machine Learning Models for Network Deployment Eman Maali, Omar Alrawi, and Julie McCann In Proceedings of the 32nd Network and Distributed System Security Symposium (NDSS), Feb 2025 PDF Video Code Data Slides 2020 Towards identifying IoT traffic anomalies on the home gateway Eman Maali, David Boyle, and Hamed Haddadi In Proceedings of the 18th Conference on Embedded Networked Sensor Systems, Feb 2020 PDF Video