Web: http://arxiv.org/abs/2211.13110

Nov. 24, 2022, 2:10 a.m. | Yuhei Otsubo, Akira Otsuka, Mamoru Mimura

cs.CR updates on arXiv.org arxiv.org

Bit-stream recognition (BSR) has many applications, such as forensic
investigations, detection of copyright infringement, and malware analysis. We
propose the first BSR that takes a bare input bit-stream and outputs a class
label without any preprocessing. To achieve our goal, we propose a centrifuge
mechanism, where the upstream layers (sub-net) capture global features and tell
the downstream layers (main-net) to switch the focus, even if a part of the
input bit-stream has the same value. We applied the centrifuge mechanism …

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