Well the key should be static for all, so no real need to reextract it. I suspect wrong PID, or no permissions to the process memory perhaps?
I run as root and checked PID by ps -ef, I try to upgrade my ubuntu later
update: problem solve, aes key found after put and get a dummy file from ftp (key point is "get")
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