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BTX: Simple and Efficient Batch Threshold Encryption

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Batched threshold encryption (BTE) enables a committee of servers to jointly decrypt any chosen subset of ciphertexts from a large pool, while all remaining ciphertexts stay private. BTE is a key building block for encrypted mempools, where transactions are encrypted until block inclusion to mitigate maximal extractable value (MEV). Existing epochless BTE constructions either require user-chosen ciphertext indices that create coordination and censorship concerns or are computationally inefficient. In this paper, we present BTX, a simple and concretely efficient BTE construction that is both epochless and collision-free: encryption does not require a user-chosen batch index. Our scheme achieves the shortest ciphertext size among all known BTE constructions having the same size as a standard elgamal ciphertext. By making the scheme amenable to FFT, we reduce the decryption cost to $O(B\log B)$ group exponentiations and $O(B)$ pairings, where $B$ is the size of the dynamically chosen batch of ciphertexts. We implement BTX and two baselines in a shared, aggressively optimized C++ codebase over BLS12-381 with AVX-512 vectorization, FFT-based backends where applicable, and additional low-level engineering throughout. At batch size $B = 512$, using a single core, BTX requires approximately $598$ ms total for decryption, compared with $1197$ ms for the FFT optimized version of partial-fraction evaluation baseline of Boneh et al., an overall $2.0\times$ improvement.

Paper 2026/754 BTX: Simple and Efficient Batch Threshold Encryption Sourav Das, Category Labs Babak Poorebrahim Gilkalaye, Category Labs Peter Rindal, Category Labs Victor Shoup, Category Labs Abstract Batched threshold encryption (BTE) enables a committee of servers to jointly decrypt any chosen subset of ciphertexts from a large pool, while all remaining ciphertexts stay private. BTE is a key building block for encrypted mempools, where transactions are encrypted until block inclusion to mitigate maximal extractable value (MEV). Existing epochless BTE constructions either require…

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