Daniel Alves Rösel

Adversarial_Demand_Response.py [Research]

TL;DR:Developed a novel robust optimization framework to immunize smart grids against malicious load-altering attacks by leveraging localized uncertainty sets.

Key Insight:“Proved that adversarial demand signals can be mitigated via localized robust optimization, ensuring grid stability under malicious inputs.”

Tech Stack:
  • Python
  • JAX
  • TPU
  • Game_Theory