326 citations · 1.2k across the 19 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CR2019★ 74 cited
Demon in the Variant: Statistical Analysis of DNNs for Robust Backdoor Contamination Detection
Di Tang, XiaoFeng Wang, Haixu Tang +1
A security threat to deep neural networks (DNN) is backdoor contamination, in which an adversary poisons the training data of a target model to inject a Trojan so that images carry…
cs.CR2019★ 15 cited
Toward Scalable Fully Homomorphic Encryption Through Light Trusted Computing Assistance
Wenhao Wang, Yichen Jiang, Qintao Shen +8
It has been a long standing problem to securely outsource computation tasks to an untrusted party with integrity and confidentiality guarantees. While fully homomorphic encryption…
cs.CR2019★ 9 cited
Enabling Privacy-Preserving, Compute- and Data-Intensive Computing using Heterogeneous Trusted Execution Environment
Jianping Zhu, Rui Hou, XiaoFeng Wang +9
There is an urgent demand for privacy-preserving techniques capable of supporting compute and data intensive (CDI) computing in the era of big data. However, none of existing TEEs…