Lichao Sun

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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Lichao Sun

Featured Co-authors

Bo Li

Philip S. Yu

Caiming Xiong

Jiawei Zhang

Hui Li

Jia Li

Wenpeng Yin

Ji Wang

Yingbo Zhou

Lifang He

Bokai Cao

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