The disclosed computer-implemented method for authorizing attempts to access shared libraries may include (1) detecting an attempt by a process to access a shared library, (2) identifying a call stack of the process, (3) inspecting the call stack to determine whether a method that initiated the attempt is authorized to access the shared library, and (4) causing the attempt to be allowed if the method is authorized to access the shared library or blocked if the method is not authorized to access the shared library. Various other methods, systems, and computer-readable media are also disclosed.