Publications

1. Collaborative Threshold Watermarking

   Tameem B.*, Anish Ambreth*, Nils L.  (*equal contribution)
   ICML 2026

2. Client-Level Defense Placement for Adversarially Robust Federated Reinforcement Learning

   Anish Ambreth, Naveen K., Mohsen G.
   Under review · TMLR 2026

3. Strategic Client-Level Defense Placement in Mobile Federated Learning

   Anish Ambreth, Naveen K., Mohsen G.
   Under review · MobiHoc 2026

4. OTPA: Optimal Transport-Based Model Alignment Poisoning in Mobile and Edge Federated Learning

   Anish Ambreth, Naveen K., Mohsen G.
   Under review · MobiHoc 2026