Technical Program

Day 1 - May 20th

[9.00-10.30] Session 1: Context Modeling and Representation in CPS (Chair: Hanan Salam) (Room 4.12)

1. Beyond Rule-Based Context Awareness: Large Language Models as Adaptive Cognitive Layers in Cyber-Physical Systems

2. A Knowledge Graph Framework for Interpretable Video-Based Activity Recognition

3. An Architecture for Learning Context-based Value Systems

4. An Explainable KG-RAG-Based Approach to Evidence-Based Fake News Detection Using LLMs

Coffee break [10.30-11.00]

[11.00-12.00] Keynote Hanan Salam: From Context to Care: Building Socially Aware Cyber-Physical Systems for Human-Centered Intelligence (Room 4.12)

[12.30-14.00] Lunch

[14.00-15.30] Session 2: Security and Privacy in Context-Aware CPS (Chair: Radu Mihailescu)  (Room 4.12)

1. A Context-Aware IoT Security Framework for Elderly Care

2. Hierarchical Adversarially-Resilient Multi-Agent Reinforcement Learning for Cyber-Physical Systems Security

3. E-SMOTE: Embedding-based Oversampling with Group Awareness for Fraud Detection

4. Online Learning-Based Android Malware Detection Using API Call Graphs and Drift Detection: A Comparative Study

[15.30-16.00] Coffee Break

[16.00-17.00] Panel Discussion I

[17:00 – 18:00] Reception

Day 2 - May 21st

[9.00-10.30] Session 3: Machine Learning for Context Recognition and Interpretation (Chair: Huma Zia) (Room 4.12)

1. Context-Aware Autonomous Drone Navigation using Large Language Models (LLMs)

2. Pakistani Word-level Sign Language Recognition Based on Deep Spatiotemporal Network

3. Unsupervised Machine Learning Using Cerebrospinal Fluid Proteomics for Understanding Parkinson’s Disease Progression

4. Evaluating the Synergistic Impact of Fine-Tuning and Retrieval-Augmented Encoding on Enhancing Appendicitis Diagnosis from Limited HPI Notes

[10.30-11.00] Coffee break

[11.00-12.00] Keynote Huma Zia:  AI-driven IoT solutions for smart agriculture and food security (Room 4.12)

[12.30-14.00] Lunch

[14.00-15.30] Session 4: Real-World Applications of Context-Aware CPS (Chair: Md Azher Uddin) (Room 4.12)

1. I-TREES: A Context-Aware Framework for Energy-Efficient Tree Health Monitoring in Forest Internet of Trees (IoTr) Networks

2. Seeing Safety: Computer Vision for Real-Time PPE Monitoring in the Middle East Construction Sector

3. Digital Twin-Driven Innovations in SOFC Electrode Virtual Engineering

4. A Multimodal Fusion Model for Enhanced Industrial Glove-Wearing Compliance Detection

[15.30-16.00] Coffee Break

[16.00-17.00] Panel Discussion II

[17:00 – 18:00] Plenary