papers/zoo-fhe-ai/sections/10-future-work.tex

\section{Future Work}


\begin{enumerate}
    \item \textbf{GPU-Accelerated FHE}: Leveraging Zoo's GPU EVM for NTT-based polynomial operations, targeting 10$\times$ speedup.
    \item \textbf{FHE-STARK Composition}: Proving correct FHE evaluation via STARK proofs on the Lux Z-chain for cross-chain verifiability.
    \item \textbf{Larger Models}: Scaling to transformer architectures (attention layers under \CKKS{}) for encrypted LLM inference.
    \item \textbf{Multi-Party Computation Hybrid}: Combining FHE with Zoo MPC~\cite{lux-mchain-mpc} for operations where MPC is more efficient.
\end{enumerate}