Detection of LSB steganography via sample pair analysis

By Sorina Dumitrescu, Xiaolin Wu, Zhe Wang. IEEE Transactions on Signal Processing, 2002

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Feature mining and pattern classification for steganalysis of LSB matching steganography in grayscale images (2008, methodology): “To this date, some steganographic embedding methods, such as LSB embedding, spread spectrum steganography, F5 algorithm, have been successfully attacked [1–7].”
Improved Detection of LSB Steganography in Grayscale Images (2004, methodology): “We re-present the detection statistics of [4,5,6] in a way which emphasises their fundamental similarities.”
SteganoGAN: High Capacity Image Steganography with GANs (2019, methodology): “In a typical scenario, the party that is attempting to detect steganographic images has access to the algorithm used to Dumitrescu et al., 2003), RSAnalysis (Fridrich et al., 2001), ChiSquaredAttack (Westfeld & Pﬁtz-mann, 2000), and PrimarySets (Dumitrescu et al., 2002).”
A Survey on Image Steganography and Steganalysis (2011, methodology): “Many other steganalytic techniques [41, 42, 43, 44] have been proposed in recent years.”