Search Results for author: Hung Dang

Found 3 papers, 1 papers with code

Effectiveness of Distillation Attack and Countermeasure on Neural Network Watermarking

no code implementations14 Jun 2019 Ziqi Yang, Hung Dang, Ee-Chien Chang

In this paper, we show that distillation, a widely used transformation technique, is a quite effective attack to remove watermark embedded by existing algorithms.

Towards Scaling Blockchain Systems via Sharding

3 code implementations2 Apr 2018 Hung Dang, Tien Tuan Anh Dinh, Dumitrel Loghin, Ee-Chien Chang, Qian Lin, Beng Chin Ooi

In this work, we take a principled approach to apply sharding, which is a well-studied and proven technique to scale out databases, to blockchain systems in order to improve their transaction throughput at scale.

Distributed, Parallel, and Cluster Computing Cryptography and Security Databases

Flipped-Adversarial AutoEncoders

no code implementations13 Feb 2018 Jiyi Zhang, Hung Dang, Hwee Kuan Lee, Ee-Chien Chang

We propose a flipped-Adversarial AutoEncoder (FAAE) that simultaneously trains a generative model G that maps an arbitrary latent code distribution to a data distribution and an encoder E that embodies an "inverse mapping" that encodes a data sample into a latent code vector.

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