Unilateral Exit

Looking into this more — it seems that practical accumulators with O(1) witness sizes tend to require trapdoors. In other words, you have some party that knows of the trapdoor and is able to forge commitments. I am unaware of any cryptographic accumulator with O(1) witness size that is trapdoorless, they seem to require O(log N) witness size (which in a all-N-unilaterally-exit case leads to O(N log N) exit).

In particular, as noted, it turns out trees, including CTV-trees, have O(N) total data, and an all-N-unilaterally-exit using CTV trees is actually O(N), because mipmaps are awesome.

Note that just because there is a trapdoor does not mean that the party-with-trapdoor must absolutely be some single trusted party. With the magic of multiparty computation it may be possible to create a party-with-trapdoor that is actually the N-of-N of all participants, such that no one participant actually knows the trapdoor. See OP_EVICT for an example.

(ROLL-YOUR-OWN-CRYPTO-WARNING) For the case of unilateral exit rather than eviction as with OP_EVICT, the trapdoor may be a simple sum of N pubkeys from all participants (as in OP_EVICT) — you need to protect against key cancellation attacks as well, such as requiring proof of knowledge of private key of each pubkey share. Suppose there are public keys point[0] to point[n-1], the trapdoor being the corresponding sum of private keys (shards of which are known by the participants, but no one participant knows the entire trapdoor). To commit to a particular (point[i], value[i]), then the signers point[0]..point[i-1] and point[i+1]..point[n-1] — i.e. all the signers except point[i] — construct a MuSig2 signature committing to (point[i], value[i]). More specifically, the owner of (point[i], value[i]) gets MuSig2 partial signatures and stores each partial signature with the corresponding point[all except i] from that participant. Then the accumulator is the sum of point[0] to point[n-1].

To delete from the accumulator, you show (point[i], value[i]) you commit to, then subtract point[i] from the accumulator amount. The owner of (point[i], value[i]) then sums up all the partial signatures to generate a full MuSig2 signature, which it presents as witness that (point[i], value[i]) was committed in the accumulator. The next accumulator is then the current accumulator minus point[i]. The other owners of (point[j[, value[j]) where i != j then remove the partial signature from point[i] from their storage, so that when they exit later, their own witness sums up to the correct value.(we would need a variant of Schnorr signing which does not commit to the signing public key — ROLL-YOUR-OWN-CRYPTO-WARNING). Note that the last exiter cannot present a witness though — maybe every such construct could use a publicized shared private key and amount to be used as the “last exiter” (so that the last real exiter is technically always the second-to-the-last exiter), which miners can then MEVil to get as fee.

But basically yes, the drawback of trapdoored O(1) accumulators can possibly be worked around with multiparty computation. The problem is that the setup of a trapdoored-but-non-custodial/trust-minimized requires everyone to be online simultaneously to generate an N-of-N “trusted” party which is really the consensus of every participant. The advantage of CTV-trees and non-trapdoored accumulators is that they can be set up without requiring trust and thus without requiring building a consensus N-of-N.