Position: Associate Professor in Cybersecurity and Artificial intelligence, UiA Grimstad

Research: Ph.D. in Artificial Intelligence and Reinforcement Learning

Industry:

Telenor Security Operation Center

NTT Security

Limitless Power

Research Interests:

Safety and Risk Quantization for Safe Learning

Reinforcement Learning and Industry

Model-based Reinforcement Learning

Climate-friendly ML | IoT Security

AI and Data Privacy

Portable Security Operation Centers | Anomaly Detection of data flows

AI-based attack and defence scenarios in cybersecurity |

Research

Below is a few select research works where I’m either the first author or have a major contribution

Fire Evacuation using Reinforcement Learning

Title: Deep Q-Learning With Q-Matrix Transfer Learning for Novel Fire Evacuation Environment

Red: Fire, Green: Exits, Yellow: Fire Spread, Blue: Rooms

Safe reinforcement-learning in industrial grid-warehousing

Title: Towards safe reinforcement-learning in industrial grid-warehousing