TracyCuiq / RNN-SM

RNN-SM: Fast Steganalysis of VoIP Streams Using Recurrent Neural Network

RNN-SM: Fast Steganalysis of VoIP Streams Using Recurrent Neural Network

Authors: Zinan Lin, Yongfeng Huang

Steganalysis speech dataset

• Chinese speech

  Chinese.tar.gz: 160 pieces of speech in wav format.

• English speech

  English.tar.gz: 160 pieces of speech in wav format.

Steganalysis algorithms

• RNN-SM

  algorithms/RNN_SM.py: our proposed RNN-SM algorithms.

• IDC

  algorithms/IDC.py: our implementation of Detection of quantization index modulation steganography in G. 723.1 bit stream based on quantization index sequence analysis

• SS-QCCN

  algorithms/SS_QCCN.py: our implementation of Steganalysis of QIM steganography in low-bit-rate speech signals