arXiv Open Access 2019

Reconstructing Network Inputs with Additive Perturbation Signatures

Nick Moran Chiraag Juvekar
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Abstrak

In this work, we present preliminary results demonstrating the ability to recover a significant amount of information about secret model inputs given only very limited access to model outputs and the ability evaluate the model on additive perturbations to the input.

Topik & Kata Kunci

Penulis (2)

N

Nick Moran

C

Chiraag Juvekar

Format Sitasi

Moran, N., Juvekar, C. (2019). Reconstructing Network Inputs with Additive Perturbation Signatures. https://arxiv.org/abs/1904.05712

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Informasi Jurnal
Tahun Terbit
2019
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓