High‐capacity optical data storage and information encryption by using glass substrates are fascinating due to merits of expanding the functionality and applicability of the optoelectronic field. However, the development of glass substrate based multi‐dimentional information encryption methods has remained a challenge because of the high hardness, brittleness and melting temperature of glasses. Herein, inspired by the unique natural structure of plant leaves, multicolor micro‐texture‐based physical unclonable functions (PUFs) fluorescence glass labels (MTPLs) were exploited by using ultraviolet photocurable silica nanocomposites and soft replication method. It is the first time that simultaneous rare‐earth ion (RE3+) space‐selective doping and bionic micro‐texture replication onto transparent glass have been realized, in which the doping position and fluorescence color of RE3+ and height information of unclonable micro‐texture can be selectively equipped for multilevel information encryption. The prepared micro‐scale MTPLs are endowed with tunable multilevel authentication models, including macro‐scale multicolor fluorescent two‐dimensional patterns, micro‐scale pattern, color three‐dimensional information and intelligence authentication. A high‐performance anti‐counterfeiting platform with interactive authentication is also established based on the high robustness and security of MTPLs. Such unclonable bionic MTPLs based on RE3+ space‐selective doping and micro‐texture duplication provide an effective and potentially universal approach for multilevel encryption and intelligent authentication.This article is protected by copyright. All rights reserved