Lichao Sun

is this you? claim profile

0 followers
University of Illinois at Chicago

Differentially Private Deep Learning with Smooth Sensitivity

Ensuring the privacy of sensitive data used to train modern machine lear...
03/01/2020 ∙ by Lichao Sun, et al. ∙ 14 ∙ share

read it
Contaminant Removal for Android Malware Detection Systems

A recent report indicates that there is a new malicious app introduced e...
11/07/2017 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it
Sequential Keystroke Behavioral Biometrics for Mobile User Identification via Multi-view Deep Learning

With the rapid growth in smartphone usage, more organizations begin to f...
11/07/2017 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it
Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks

Meta-graph is currently the most powerful tool for similarity search on ...
09/11/2018 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it
Deep Learning Towards Mobile Applications

Recent years have witnessed an explosive growth of mobile devices. Mobil...
09/10/2018 ∙ by Ji Wang, et al. ∙ 0 ∙ share

read it
Private Model Compression via Knowledge Distillation

The soaring demand for intelligent mobile applications calls for deployi...
11/13/2018 ∙ by Ji Wang, et al. ∙ 0 ∙ share

read it
Adversarial Attack and Defense on Graph Data: A Survey

Deep neural networks (DNNs) have been widely applied in various applicat...
12/26/2018 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it
Private Deep Learning with Teacher Ensembles

Privacy-preserving deep learning is crucial for deploying deep neural ne...
06/05/2019 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it
Not Just Cloud Privacy: Protecting Client Privacy in Teacher-Student Learning

Ensuring the privacy of sensitive data used to train modern machine lear...
10/17/2019 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it
Target Privacy Preserving for Social Networks

In this paper, we incorporate the realistic scenario of key protection i...
02/09/2020 ∙ by Zhongyuan Jiang, et al. ∙ 0 ∙ share

read it
Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT

There is an increasing amount of literature that claims the brittleness ...
02/27/2020 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it
Secure Network Release with Link Privacy

Many data mining and analytical tasks rely on the abstraction of network...
05/01/2020 ∙ by Carl Yang, et al. ∙ 0 ∙ share

read it
Natural Backdoor Attack on Text Data

Deep learning has been widely adopted in natural language processing app...
06/29/2020 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

read it

Lichao Sun

Featured Co-authors

Bo Li

Philip S. Yu

Caiming Xiong

Hui Li

Jiawei Zhang

Jia Li

Wenpeng Yin

Yingbo Zhou

Ji Wang

Carl Yang

Kazuma Hashimoto

Differentially Private Deep Learning with Smooth Sensitivity

Contaminant Removal for Android Malware Detection Systems

Sequential Keystroke Behavioral Biometrics for Mobile User Identification via Multi-view Deep Learning

Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks

Deep Learning Towards Mobile Applications

Private Model Compression via Knowledge Distillation

Adversarial Attack and Defense on Graph Data: A Survey

Private Deep Learning with Teacher Ensembles

Not Just Cloud Privacy: Protecting Client Privacy in Teacher-Student Learning

Target Privacy Preserving for Social Networks

Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT

Secure Network Release with Link Privacy

Natural Backdoor Attack on Text Data