The researchers found that using only the Lyapunov Exponent to describe the security of chaotic sequences is not enough. They analyzed the security of chaotic sequences by looking at their pseudo-random features and calculating auto-correlation and cross-correlation functions. They discovered that two chaotic maps with a topological relationship have the same Lyapunov Exponent, limiting their security.