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Abstract We propose a heuristic algorithm to solve the underlying hard problem of the CSIDH cryptosystem (and other isogeny-based cryptosystems using elliptic curves with endomorphism ring isomorphic to an imaginary quadratic order 𝒪). Let Δ = Disc(𝒪) (in CSIDH, Δ = −4 p for p the security parameter). Let 0 < α < 1/2, our algorithm requires: A classical circuit of size 2 O ˜ log ( | Δ | ) 1 − α . $$2^{\tilde{O}\left(\log(|\Delta|)^{1-\alpha}\right)}.$$ A quantum circuit of size 2 O ˜ log ( | Δ | ) α . $$2^{\tilde{O}\left(\log(|\Delta|)^{\alpha}\right)}.$$ Polynomial classical and quantum memory. Essentially, we propose to reduce the size of the quantum circuit below the state-of-the-art complexity 2 O ˜ log ( | Δ | ) 1 / 2 $$2^{\tilde{O}\left(\log(|\Delta|)^{1/2}\right)}$$ at the cost of increasing the classical circuit-size required. The required classical circuit remains subexponential, which is a superpolynomial improvement over the classical state-of-the-art exponential solutions to these problems. Our method requires polynomial memory, both classical and quantum.