U.S. - Israel Energy Center Energy Cyber Energy CyberHome About Leadership Members Researchers Student Researchers Research and Projects Webinars Workshops Advisory Board Meetings Laboratories News Publications Resources Contact Research Tasks Task 1 : Realization of Advanced Energy Management Applications in T&D (slides) Task 2: Digital representation of physical processes and operational process modelling (slides) Task 3 : Data Collection and Aggregation (slides) Task 4 : Multi-level Threat Intelligence Knowledge Base (slides) Task 5 : GANs for Generating Adversarial Attacks (slides) Task 6 : Threat Hunting (slides) Task 7 : Malware Threats Mitigation (slides) Task 8 : Detect Event Mimicking Attacks (slides) Task 10 : Multilayer Anomaly Detection (slides) Task 11 : AI based Intrusion Detection (slides) Task 12 : Explainable Cyber AI Analytics (slides) Task 13 : Firmware Verification (slides) Task 14 : Cyberattack Tolerance (slides) Task 16 : Reinforcement Learning for CPS Control (slides) Task 17 : ICS Security by Design (slides) Task 18 : Hardware-in-the-loop Validation (slides) Discussion with Industry Cybersecurity Experts Panel A: Simulation and Security Assessment in Industrial Control Systems (ICS) (slides) Panel B: Attack Detection and Mitigation (slides) Panel C: Security Assessment and Information Sharing (slides) Demonstrations of Company Cybersecurity Solutions Opal-RT: Hardware-in-the-loop (slides) Resource Innovations: Grid360 (slides) Project Extension Idea 1D Convolutional Neural Networks for Bit Net Sentry (slides) Advanced Collaboration with ASU for Simulated Attack Generation (slides) Program Execution Monitoring & Control (slides)(slides)(document)(document) Closing the Gap (slides) Detection and Attribution of APT Malware aimed at SCADA Systems (slides) Sequential Pattern-based Anomaly Detection for Enhanced Interpretability (slides) Heterogeneous TGCN Framework (slides) Achieving Trustworthy Industrial Control Systems Using Data-Driven Models Informed by Physical Domain Knowledge (slides) Support From ASU ASU Support of ICRDE Cybersecurity Project (slides) US-Israel Business Opportunities: A Roadmap for Success (slides)