… Based on Kraetzer and Dittmann’s proposed signalbased Mel-cepstrum audio steganalysis,
we designed a derivative-based Mel-cepstrum audio steganalysis, described in the following…

… utilized for audio steganalysis. In this paper, we propose an audio steganalysis method based
… -cepstrum analysis of the secondorder derivative of audio signal. In spectrum analysis, the …

… of the current steganography for audio in time domain, … audio as well as the process of
steganalytic feature, we design a new distortion function for content-adaptive audio steganography…

… a signal based Mel-cepstrum audio steganalysis [18]. Based on the equation (11), we design
a second order derivative based Mel-cepstrum audio steganalysis to improve Kraetzer and …

… Instead of using the random initialization strategy, the weights of the HPF layer are initialized
with derivative-based filters. (2) The architecture of the proposed CNN is carefully devised …

… Universal audio steganalyses are broadly divided into non-… , steganalysis features are directly
extracted from the audio signal. … Results showed that the derivative-based MFCC had the …

… is highly successful for audio steganalysis. In comparison with the steganalysis method based
on … 2 presents the derivative based additive noise model for audio steganalysis, section 3 …

… audio steganalysis schemes have been developed to detect the presence of any secret
messages. Basically, audio steganography … propose a reliable audio steganalysis system based …

… audio steganalysis and a Markov approach based on the second derivatives [30]. Although
multiple steganalysis … derivative based spectrum analysis and neighboring joint density. …

… Li, “Adaptive audio steganography based on advanced audio coding and syndrome-trellis …
Yu, “Derivativebased steganographic distortion and its non-additive extensions for audio,” …