Abstract
The quantum steganalysis faces more challenges than classical steganalysis owing to the support of quantum mechanical principles such as Heisenberg uncertainty principle and non-cloning theorem. In this paper, a novel quantum steganalysis protocol based on pure state is proposed, which adheres to the fundamental fact that classical steganography tends to change the probability distribution of the carrier, and the physical properties that the unknown quantum state discrimination process is sensitive to the distribution in quantum state discrimination. After utilizing accurate calculation on the geometric coherence and 1/2-affinity coherence to obtain the probability that the transmitted quantum states can be correctly discriminated, effective detection on covert communication can be achieved by comparing the detected distribution with theoretical distribution. Meanwhile, steganographic detection rate and false alarm rate are introduced as two significant performance evaluation parameters of quantum steganalysis. In this paper, the quantum steganalysis and performance evaluation targeting the BB84-based quantum steganography proposed by Martin are given in detail. The geometric coherence and 1/2-affinity coherence change substantially when the steganographic embedding rate is above 0.2, and a high steganographic detection rate and a low false alarm rate can be obtained according to the proposed protocol. Besides, the impact on QKD efficiency can be controlled by adjusting the detection rate or adopting sampling detection strategy. It proves that the proposed protocol has a satisfactory quantum steganalysis performance.
Yiming Huang
PhD Candidate
My research interests include network science, vital node identification, and topological deep learning.