Lichao Sun

发表

SigPID: significant permission identification for android malware detection

Witawas Srisa-an, Qiben Yan, Zhiqiang Li, 2016, 2016 11th International Conference on Malicious and Unwanted Software (MALWARE).

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

Philip S. Yu, Alex D. Leow, Witawas Srisa-an, 2017, ECML/PKDD.

LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy pdf

Philip S. Yu, Xun Chen, Jianwei Qian, 2020, ArXiv.

Natural Backdoor Attack on Text Data pdf

Lichao Sun, Lichao Sun, 2020, ArXiv.

Kollector: Detecting Fraudulent Activities on Mobile Devices Using Deep Learning

Philip S. Yu, Alex D. Leow, Witawas Srisa-an, 2020, IEEE Transactions on Mobile Computing.

Federated Model Distillation with Noise-Free Differential Privacy pdf

Lingjuan Lyu, Lichao Sun, 2020, ArXiv.

Localization of multiple diffusion sources based on overlapping community detection

Philip S. Yu, Zhixiao Wang, Lichao Sun, 2020, Knowl. Based Syst..

Secure Network Release with Link Privacy pdf

Bo Li, Carl Yang, Haonan Wang, 2020, ArXiv.

DroidClassifier: Efficient Adaptive Mining of Application-Layer Header for Classifying Android Malware

Witawas Srisa-an, Qiben Yan, Zhiqiang Li, 2016, SecureComm.

Mixup-Transfomer: Dynamic Data Augmentation for NLP Tasks

Philip S. Yu, Wenpeng Yin, Congying Xia, 2020, ArXiv.

Contaminant removal for Android malware detection systems

Philip S. Yu, Witawas Srisa-an, Jiawei Zhang, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Target Privacy Preserving for Social Networks

Philip S. Yu, Hui Li, Jianfeng Ma, 2020, 2020 IEEE 36th International Conference on Data Engineering (ICDE).

Membership Inference Attacks on Knowledge Graphs pdf

Yu Wang, Lichao Sun, Lichao Sun, 2021, ArXiv.

Global Knowledge Distillation in Federated Learning pdf

Lichao Sun, Wanning Pan, Lichao Sun, 2021, ArXiv.

Multiplex Graph Networks for Multimodal Brain Network Analysis pdf

Hao Peng, Zhaoming Kong, Liang Zhan, 2021, ArXiv.

FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization pdf

Dezhong Yao, Lichao Sun, Hai Jin, 2021, ArXiv.

Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks

Jie Xu, Renyu Yang, Hao Peng, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Graph-based Semi-Supervised Learning by Strengthening Local Label Consistency

Hao Peng, Lichao Sun, Jianxin Li, 2021, CIKM.

Federated Multi-view Learning for Private Medical Data Integration and Analysis pdf

Hao Peng, Lichao Sun, Lifang He, 2021, ACM Trans. Intell. Syst. Technol..

DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN pdf

Yu Wang, Lichao Sun, Zhiwei Liu, 2021, CIKM.

Structure-Preserving Graph Kernel for Brain Network Classification pdf

Hao Peng, Carl Yang, Lichao Sun, 2021, ArXiv.

FedMood: Federated Learning on Mobile Health Data for Mood Detection

Md Zakirul Alam Bhuiyan, Hao Peng, Lichao Sun, 2021 .

Local-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data

Yutong Dai, Lichao Sun, Hai Jin, 2021, 2107.00051.

Automatically predicting cyber attack preference with attributed heterogeneous attention networks and transductive learning

Qiben Yan, Minglai Shao, Lichao Sun, 2021, Comput. Secur..

Federated Model Distillation with Noise-Free Differential Privacy

Lingjuan Lyu, Lichao Sun, 2021, IJCAI.

DoubleStar: Long-Range Attack Towards Depth Estimation based Obstacle Avoidance in Autonomous Systems pdf

Lichao Sun, Qiben Yan, Ce Zhou, 2021, USENIX Security Symposium.

Secure Deep Graph Generation with Link Differential Privacy

Liang Chen, Carl Yang, Lichao Sun, 2021, IJCAI.

Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding pdf

Lifu Huang, Shiyu Chang, Lichao Sun, 2021, ArXiv.

Source Inference Attacks in Federated Learning

Gillian Dobbie, Zoran Salcic, Xuyun Zhang, 2021, 2021 IEEE International Conference on Data Mining (ICDM).

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis pdf

Carl Yang, Lichao Sun, Lifang He, 2021, ArXiv.

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks

Lifang He, Hao Peng, Carl Yang, 2021, IJCAI.

How to Inject Backdoors with Better Consistency: Logit Anchoring on Clean Data pdf

Xu Sun, Lichao Sun, Lingjuan Lyu, 2021, ArXiv.

Model Extraction and Adversarial Transferability, Your BERT is Vulnerable!

Lingjuan Lyu, Lichao Sun, Qiongkai Xu, 2021, NAACL.

Killing Two Birds with One Stone: Stealing Model and Inferring Attribute from BERT-based APIs pdf

Fangzhao Wu, Lingjuan Lyu, Lichao Sun, 2021, ArXiv.

Federated Depression Detection from Multi-SourceMobile Health Data pdf

Hao Peng, Hongyuan Ma, Lichao Sun, 2021, ArXiv.

LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy

Philip S. Yu, Jianwei Qian, Lichao Sun, 2021, IJCAI.

DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN

Yu Wang, Lichao Sun, Zhiwei Liu, 2021, CIKM.

User Preference-aware Fake News Detection

Philip S. Yu, Kai Shu, Lichao Sun, 2021, SIGIR.

This Sneaky Piggy Went to the Android Ad Market: Misusing Mobile Sensors for Stealthy Data Exfiltration

Sotiris Ioannidis, Jason Polakis, Michalis Diamantaris, 2021, CCS.

Subgraph Federated Learning with Missing Neighbor Generation pdf

Carl Yang, Lichao Sun, Xiaoxiao Li, 2021, NeurIPS.