Chao Shen

According to our database, Chao Shen authored at least 185 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Motion Tracking Control of Six-Wheel Skid-Steering Electric Vehicles via Two-Level-Sequence-Based Integrated Algorithm.

Yaoyao Tan, Xiaojie Su, Chao Shen, Jiangshuai Huang

IEEE Trans. Ind. Electron., November, 2024

Securing Face Liveness Detection on Mobile Devices Using Unforgeable Lip Motion Patterns.

Man Zhou, Qian Wang, Qi Li, Wenyu Zhou, Jingxiao Yang, Chao Shen

IEEE Trans. Mob. Comput., October, 2024

Adaptive Neural Cooperative Control of Multirobot Systems With Input Quantization.

Tiedong Ma, Feng Hu, Xiaojie Su, Chao Shen, Xiaoyu Ma

IEEE Trans. Cybern., September, 2024

Multiagent Hierarchical Deep Reinforcement Learning for Operation Optimization of Grid-Interactive Efficient Commercial Buildings.

Zhiqiang Chen, Liang Yu, Shuang Zhang, Shushan Hu, Chao Shen

IEEE Trans. Artif. Intell., August, 2024

Seed Selection for Testing Deep Neural Networks.

Yuhan Zhi, Xiaofei Xie, Chao Shen, Jun Sun, Xiaoyu Zhang, Xiaohong Guan

ACM Trans. Softw. Eng. Methodol., January, 2024

Perception-Driven Imperceptible Adversarial Attack Against Decision-Based Black-Box Models.

Shenyi Zhang, Baolin Zheng, Peipei Jiang, Lingchen Zhao, Chao Shen, Qian Wang

IEEE Trans. Inf. Forensics Secur., 2024

Quantization Aware Attack: Enhancing Transferable Adversarial Attacks by Model Quantization.

Yulong Yang, Chenhao Lin, Qian Li, Zhengyu Zhao, Haoran Fan, Dawei Zhou, Nannan Wang, Tongliang Liu, Chao Shen

IEEE Trans. Inf. Forensics Secur., 2024

Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code.

Yulong Yang, Haoran Fan, Chenhao Lin, Qian Li, Zhengyu Zhao, Chao Shen

IEEE Trans. Inf. Forensics Secur., 2024

Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection.

Chenhao Lin, Fangbin Yi, Hang Wang, Jingyi Deng, Zhengyu Zhao, Qian Li, Chao Shen

IEEE Trans. Inf. Forensics Secur., 2024

Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack.

Qian Li, Qingyuan Hu, Haoran Fan, Chenhao Lin, Chao Shen, Libing Wu

IEEE Trans. Inf. Forensics Secur., 2024

Multirobot Target Searches in Unknown Environments Via Waypoint Planning System.

Lishuai Yu, Xiaojie Su, Yufeng Tian, Jiangshuai Huang, Chao Shen

IEEE Trans. Ind. Electron., 2024

LESSON: Multi-Label Adversarial False Data Injection Attack for Deep Learning Locational Detection.

Jiwei Tian, Chao Shen, Buhong Wang, Xiaofang Xia, Meng Zhang, Chenhao Lin, Qian Li

IEEE Trans. Dependable Secur. Comput., 2024

ChildShield: An Implicit and Continuous Child Identification System on Smartphones.

Chenhao Lin, Tianle Song, Yingmao Miao, Jingyi He, Minghui Yang, Huan Wang, Chao Shen

IEEE Trans. Dependable Secur. Comput., 2024

Towards Gradient-Based Saliency Consensus Training for Adversarial Robustness.

Qian Li, Chao Shen, Qingyuan Hu, Chenhao Lin, Xiang Ji, Saiyu Qi

IEEE Trans. Dependable Secur. Comput., 2024

KerbNet: A QoE-Aware Kernel-Based Backdoor Attack Framework.

Xueluan Gong, Yanjiao Chen, Huayang Huang, Weihan Kong, Ziyao Wang, Chao Shen, Qian Wang

IEEE Trans. Dependable Secur. Comput., 2024

Towards Benchmarking and Evaluating Deepfake Detection.

Jingyi Deng, Chenhao Lin, Pengbin Hu, Chao Shen, Qian Wang, Qi Li, Qiming Li

IEEE Trans. Dependable Secur. Comput., 2024

COSTELLO: Contrastive Testing for Embedding-Based Large Language Model as a Service Embeddings.

Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen

Proc. ACM Softw. Eng., 2024

Speculative Coreset Selection for Task-Specific Fine-tuning.

Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen, Tianlin Li, Weipeng Jiang, Yang Liu

CoRR, 2024

Unlocking Adversarial Suffix Optimization Without Affirmative Phrases: Efficient Black-box Jailbreaking via LLM as Optimizer.

Weipeng Jiang, Zhenting Wang, Juan Zhai, Shiqing Ma, Zhengyu Zhao, Chao Shen

CoRR, 2024

A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication.

Jingyi Deng, Chenhao Lin, Zhengyu Zhao, Shuai Liu, Qian Wang, Chao Shen

CoRR, 2024

Security Matrix for Multimodal Agents on Mobile Devices: A Systematic and Proof of Concept Study.

Yulong Yang, Xinshan Yang, Shuaidong Li, Chenhao Lin, Zhengyu Zhao, Chao Shen, Tianwei Zhang

CoRR, 2024

Zero-Query Adversarial Attack on Black-box Automatic Speech Recognition Systems.

Zheng Fang, Tao Wang, Lingchen Zhao, Shenyi Zhang, Bowen Li, Yunjie Ge, Qi Li, Chao Shen, Qian Wang

CoRR, 2024

CITADEL: Context Similarity Based Deep Learning Framework Bug Finding.

Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Shiwei Wang, Chao Shen

CoRR, 2024

ControlLoc: Physical-World Hijacking Attack on Visual Perception in Autonomous Driving.

Chen Ma, Ningfei Wang, Zhengyu Zhao, Qian Wang, Qi Alfred Chen, Chao Shen

CoRR, 2024

From Effectiveness to Efficiency: Comparative Evaluation of Code Generated by LCGMs for Bilingual Programming Questions.

Weipeng Jiang, Xuanqi Gao, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen

CoRR, 2024

A Survey of Deep Learning Library Testing Methods.

Xiaoyu Zhang, Weipeng Jiang, Chao Shen, Qi Li, Qian Wang, Chenhao Lin, Xiaohong Guan

CoRR, 2024

Your Large Language Model is Secretly a Fairness Proponent and You Should Prompt it Like One.

Tianlin Li, Xiaoyu Zhang, Chao Du, Tianyu Pang, Qian Liu, Qing Guo, Chao Shen, Yang Liu

CoRR, 2024

Does DetectGPT Fully Utilize Perturbation? Bridge Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better.

Shengchao Liu, Xiaoming Liu, Yichen Wang, Zehua Cheng, Chengzhengxu Li, Zhaohan Zhang, Yu Lan, Chao Shen

CoRR, 2024

Hijacking Attacks against Neural Networks by Analyzing Training Data.

Yunjie Ge, Qian Wang, Huayang Huang, Qi Li, Cong Wang, Chao Shen, Lingchen Zhao, Peipei Jiang, Zheng Fang, Shenyi Zhang

CoRR, 2024

DREAM: Debugging and Repairing AutoML Pipelines.

Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen

CoRR, 2024

Exponentially extended dissipativity-based filtering of switched neural networks.

Yufeng Tian, Xiaojie Su, Chao Shen, Xiaoyu Ma

Autom., 2024

More Simplicity for Trainers, More Opportunity for Attackers: Black-Box Attacks on Speaker Recognition Systems by Inferring Feature Extractor.

Yunjie Ge, Pinji Chen, Qian Wang, Lingchen Zhao, Ningping Mou, Peipei Jiang, Cong Wang, Qi Li, Chao Shen

Proceedings of the 33rd USENIX Security Symposium, 2024

Hijacking Attacks against Neural Network by Analyzing Training Data.

Yunjie Ge, Qian Wang, Huayang Huang, Qi Li, Cong Wang, Chao Shen, Lingchen Zhao, Peipei Jiang, Zheng Fang, Shenyi Zhang

Proceedings of the 33rd USENIX Security Symposium, 2024

Efficient DNN-Powered Software with Fair Sparse Models.

Xuanqi Gao, Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis.

Zhoulin Ji, Chenhao Lin, Hang Wang, Chao Shen

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval.

Qiwei Tian, Chenhao Lin, Zhengyu Zhao, Qian Li, Chao Shen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving.

Junhao Zheng, Chenhao Lin, Jiahao Sun, Zhengyu Zhao, Qian Li, Chao Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Zero-Query Adversarial Attack on Black-box Automatic Speech Recognition Systems.

Zheng Fang, Tao Wang, Lingchen Zhao, Shenyi Zhang, Bowen Li, Yunjie Ge, Qi Li, Chao Shen, Qian Wang

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks.

Yichen Wang, Shangbin Feng, Abe Bohan Hou, Xiao Pu, Chao Shen, Xiaoming Liu, Yulia Tsvetkov, Tianxing He

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples.

Chen Ma, Ningfei Wang, Qi Alfred Chen, Chao Shen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Data Poisoning and Backdoor Attacks on Audio Intelligence Systems.

Yunjie Ge, Qian Wang, Jiayuan Yu, Chao Shen, Qi Li

IEEE Commun. Mag., December, 2023

Robust Packetized MPC for Networked Systems Subject to Packet Dropouts and Input Saturation With Quantized Feedback.

Langwen Zhang, Bohui Wang, Yuanshi Zheng, Ali Zemouche, Xudong Zhao, Chao Shen

IEEE Trans. Cybern., November, 2023

A Time-Varying Observer-Based Approach to Equilibrium Estimation and Compensation for Synchronization of Heterogeneous Nonlinear Cyber-Physical Systems.

Bohui Wang, Chao Shen

IEEE Trans. Autom. Control., October, 2023

Sensitive region-aware black-box adversarial attacks.

Chenhao Lin, Sicong Han, Jiongli Zhu, Qian Li, Chao Shen, Youwei Zhang, Xiaohong Guan

Inf. Sci., August, 2023

Extended Moving Target Defense for AC State Estimation in Smart Grids.

Meng Zhang, Xuzhen Fan, Rongxing Lu, Chao Shen, Xiaohong Guan

IEEE Trans. Smart Grid, May, 2023

Traffic Anomaly Prediction Based on Joint Static-Dynamic Spatio-Temporal Evolutionary Learning.

Xiaoming Liu, Zhanwei Zhang, Lingjuan Lyu, Zhaohan Zhang, Shuai Xiao, Chao Shen, Philip S. Yu

IEEE Trans. Knowl. Data Eng., May, 2023

Where Are the Dots: Hardening Face Authentication on Smartphones With Unforgeable Eye Movement Patterns.

Zheng Zheng, Qian Wang, Cong Wang, Man Zhou, Yi Zhao, Qi Li, Chao Shen

IEEE Trans. Inf. Forensics Secur., 2023

Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense.

Qian Li, Qingyuan Hu, Chenhao Lin, Di Wu, Chao Shen

IEEE Trans. Inf. Forensics Secur., 2023

PressPIN: Enabling Secure PIN Authentication on Mobile Devices via Structure-Borne Sounds.

Man Zhou, Qian Wang, Xiu Lin, Yi Zhao, Peipei Jiang, Qi Li, Chao Shen, Cong Wang

IEEE Trans. Dependable Secur. Comput., 2023

SoundID: Securing Mobile Two-Factor Authentication via Acoustic Signals.

Dan Liu, Qian Wang, Man Zhou, Peipei Jiang, Qi Li, Chao Shen, Cong Wang

IEEE Trans. Dependable Secur. Comput., 2023

CrossBehaAuth: Cross-Scenario Behavioral Biometrics Authentication Using Keystroke Dynamics.

Chenhao Lin, Jingyi He, Chao Shen, Qi Li, Qian Wang

IEEE Trans. Dependable Secur. Comput., 2023

Can We Mitigate Backdoor Attack Using Adversarial Detection Methods?

Kaidi Jin, Tianwei Zhang, Chao Shen, Yufei Chen, Ming Fan, Chenhao Lin, Ting Liu

IEEE Trans. Dependable Secur. Comput., 2023

Securing Liveness Detection for Voice Authentication via Pop Noises.

Peipei Jiang, Qian Wang, Xiu Lin, Man Zhou, Wenbing Ding, Cong Wang, Chao Shen, Qi Li

IEEE Trans. Dependable Secur. Comput., 2023

Kaleidoscope: Physical Backdoor Attacks Against Deep Neural Networks With RGB Filters.

Xueluan Gong, Ziyao Wang, Yanjiao Chen, Meng Xue, Qian Wang, Chao Shen

IEEE Trans. Dependable Secur. Comput., 2023

Interpreting Adversarial Examples in Deep Learning: A Review.

Sicong Han, Chenhao Lin, Chao Shen, Qian Wang, Xiaohong Guan

ACM Comput. Surv., 2023

A Mutation-Based Method for Multi-Modal Jailbreaking Attack Detection.

Xiaoyu Zhang, Cen Zhang, Tianlin Li, Yihao Huang, Xiaojun Jia, Xiaofei Xie, Yang Liu, Chao Shen

CoRR, 2023

Collapse-Oriented Adversarial Training with Triplet Decoupling for Robust Image Retrieval.

Qiwei Tian, Chenhao Lin, Qian Li, Zhengyu Zhao, Chao Shen

CoRR, 2023

Revisiting Transferable Adversarial Image Examples: Attack Categorization, Evaluation Guidelines, and New Insights.

Zhengyu Zhao, Hanwei Zhang, Renjue Li, Ronan Sicre, Laurent Amsaleg, Michael Backes, Qi Li, Chao Shen

CoRR, 2023

Towards Deep Learning Models Resistant to Transfer-based Adversarial Attacks via Data-centric Robust Learning.

Yulong Yang, Chenhao Lin, Xiang Ji, Qiwei Tian, Qian Li, Hongshan Yang, Zhibo Wang, Chao Shen

CoRR, 2023

Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection.

Chenhao Lin, Fangbin Yi, Hang Wang, Qian Li, Jingyi Deng, Chao Shen

CoRR, 2023

Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Optimization for Few-shot Learning.

Chengzhengxu Li, Xiaoming Liu, Yichen Wang, Duyi Li, Yu Lan, Chao Shen

CoRR, 2023

Hard Adversarial Example Mining for Improving Robust Fairness.

Chenhao Lin, Xiang Ji, Yulong Yang, Qian Li, Chao Shen, Run Wang, Liming Fang

CoRR, 2023

Quantization Aware Attack: Enhancing the Transferability of Adversarial Attacks across Target Models with Different Quantization Bitwidths.

Yulong Yang, Chenhao Lin, Qian Li, Chao Shen, Dawei Zhou, Nannan Wang, Tongliang Liu

CoRR, 2023

End-to-end Face-swapping via Adaptive Latent Representation Learning.

Chenhao Lin, Pengbin Hu, Chao Shen, Qian Li

CoRR, 2023

NetGuard: Protecting Commercial Web APIs from Model Inversion Attacks using GAN-generated Fake Samples.

Xueluan Gong, Ziyao Wang, Yanjiao Chen, Qian Wang, Cong Wang, Chao Shen

Proceedings of the ACM Web Conference 2023, 2023

KENKU: Towards Efficient and Stealthy Black-box Adversarial Attacks against ASR Systems.

Xinghui Wu, Shiqing Ma, Chao Shen, Chenhao Lin, Qian Wang, Qi Li, Yuan Rao

Proceedings of the 32nd USENIX Security Symposium, 2023

Redeem Myself: Purifying Backdoors in Deep Learning Models using Self Attention Distillation.

Xueluan Gong, Yanjiao Chen, Wang Yang, Qian Wang, Yuzhe Gu, Huayang Huang, Chao Shen

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

DistXplore: Distribution-Guided Testing for Evaluating and Enhancing Deep Learning Systems.

Longtian Wang, Xiaofei Xie, Xiaoning Du, Meng Tian, Qing Guo, Zheng Yang, Chao Shen

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

CILIATE: Towards Fairer Class-Based Incremental Learning by Dataset and Training Refinement.

Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Shiwei Wang

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Learning Heuristically-Selected and Neurally-Guided Feature for Age Group Recognition Using Unconstrained Smartphone Interaction.

Yingmao Miao, Qiwei Tian, Chenhao Lin, Tianle Song, Yajie Zhou, Junyi Zhao, Shuxin Gao, Minghui Yang, Chao Shen

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Black-Box Fairness Testing with Shadow Models.

Weipeng Jiang, Chao Shen, Chenhao Lin, Jingyi Wang, Jun Sun, Xuanqi Gao

Proceedings of the Information and Communications Security - 25th International Conference, 2023

DeepSensitive: A Fuzzing Test for Deep Neural Networks with Sensitive Neurons.

Zixuan Yang, Chenhao Lin, Pengwei Hu, Chao Shen

Proceedings of the Applied Intelligence - First International Conference, 2023

Deepfake Detection Performance Evaluation and Enhancement Through Parameter Optimization.

Bowen Pei, Jingyi Deng, Chenhao Lin, Pengwei Hu, Chao Shen

Proceedings of the Applied Intelligence - First International Conference, 2023

CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning.

Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Hang Pu, Yu Lan, Chao Shen

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

A Secure Intra-Regional-Inter-Regional Peer-to-Peer Electricity Trading System for Electric Vehicles.

Kairan Zhao, Meng Zhang, Rongxing Lu, Chao Shen

IEEE Trans. Veh. Technol., 2022

SEAR: Secure and Efficient Aggregation for Byzantine-Robust Federated Learning.

Lingchen Zhao, Jianlin Jiang, Bo Feng, Qian Wang, Chao Shen, Qi Li

IEEE Trans. Dependable Secur. Comput., 2022

An Automated Multi-Tab Website Fingerprinting Attack.

Qilei Yin, Zhuotao Liu, Qi Li, Tao Wang, Qian Wang, Chao Shen, Yixiao Xu

IEEE Trans. Dependable Secur. Comput., 2022

Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions.

Minghui Li, Sherman S. M. Chow, Shengshan Hu, Yuejing Yan, Chao Shen, Qian Wang

IEEE Trans. Dependable Secur. Comput., 2022

Infer-AVAE: An attribute inference model based on adversarial variational autoencoder.

Yadong Zhou, Zhihao Ding, Xiaoming Liu, Chao Shen, Lingling Tong, Xiaohong Guan

Neurocomputing, 2022

CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning.

Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Yu Lan, Chao Shen

CoRR, 2022

Artificial Intelligence Security Competition (AISC).

Yinpeng Dong, Peng Chen, Senyou Deng, Lianji L, Yi Sun, Hanyu Zhao, Jiaxing Li, Yunteng Tan, Xinyu Liu, Yangyi Dong, Enhui Xu, Jincai Xu, Shu Xu, Xuelin Fu, Changfeng Sun, Haoliang Han, Xuchong Zhang, Shen Chen, Zhimin Sun, Junyi Cao, Taiping Yao, Shouhong Ding, Yu Wu, Jian Lin, Tianpeng Wu, Ye Wang, Yu Fu, Lin Feng, Kangkang Gao, Zeyu Liu, Yuanzhe Pang, Chengqi Duan, Huipeng Zhou, Yajie Wang, Yuhang Zhao, Shangbo Wu, Haoran Lyu, Zhiyu Lin, Yifei Gao, Shuang Li, Haonan Wang, Jitao Sang, Chen Ma, Junhao Zheng, Yijia Li, Chao Shen, Chenhao Lin, Zhichao Cui, Guoshuai Liu, Huafeng Shi, Kun Hu, Mengxin Zhang

CoRR, 2022

Free Fine-tuning: A Plug-and-Play Watermarking Scheme for Deep Neural Networks.

Run Wang, Jixing Ren, Boheng Li, Tianyi She, Chenhao Lin, Liming Fang, Jing Chen, Chao Shen, Lina Wang

CoRR, 2022

WaveFuzz: A Clean-Label Poisoning Attack to Protect Your Voice.

Yunjie Ge, Qian Wang, Jingfeng Zhang, Juntao Zhou, Yunzhu Zhang, Chao Shen

CoRR, 2022

Towards Benchmarking and Evaluating Deepfake Detection.

Chenhao Lin, Jingyi Deng, Pengbin Hu, Chao Shen, Qian Wang, Qi Li

CoRR, 2022

RapidPatch: Firmware Hotpatching for Real-Time Embedded Devices.

Yi He, Zhenhua Zou, Kun Sun, Zhuotao Liu, Ke Xu, Qian Wang, Chao Shen, Zhi Wang, Qi Li

Proceedings of the 31st USENIX Security Symposium, 2022

Teacher Model Fingerprinting Attacks Against Transfer Learning.

Yufei Chen, Chao Shen, Cong Wang, Yang Zhang

Proceedings of the 31st USENIX Security Symposium, 2022

Unify Local and Global Information for Top-N Recommendation.

Xiaoming Liu, Shaocong Wu, Zhaohan Zhang, Chao Shen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Amplifying Membership Exposure via Data Poisoning.

Yufei Chen, Chao Shen, Yun Shen, Cong Wang, Yang Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Property Inference Attacks Against GANs.

Junhao Zhou, Yufei Chen, Chao Shen, Yang Zhang

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

Fairneuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons.

Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Qian Wang

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Towards Black-Box Adversarial Attacks on Interpretable Deep Learning Systems.

Yike Zhan, Baolin Zheng, Qian Wang, Ningping Mou, Binqing Guo, Qi Li, Chao Shen, Cong Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Verifying the Quality of Outsourced Training on Clouds.

Peiyang Li, Ye Wang, Zhuotao Liu, Ke Xu, Qian Wang, Chao Shen, Qi Li

Proceedings of the Computer Security - ESORICS 2022, 2022

2021

Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings.

Liang Yu, Yi Sun, Zhanbo Xu, Chao Shen, Dong Yue, Tao Jiang, Xiaohong Guan

IEEE Trans. Smart Grid, 2021

VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service.

Lingchen Zhao, Qian Wang, Cong Wang, Qi Li, Chao Shen, Bo Feng

IEEE Trans. Parallel Distributed Syst., 2021

Network-Wide Forwarding Anomaly Detection and Localization in Software Defined Networks.

Peng Zhang, Fangzheng Zhang, Shimin Xu, Zuoru Yang, Hao Li, Qi Li, Huanzhao Wang, Chao Shen, Chengchen Hu

IEEE/ACM Trans. Netw., 2021

Towards Query-Efficient Adversarial Attacks Against Automatic Speech Recognition Systems.

Qian Wang, Baolin Zheng, Qi Li, Chao Shen, Zhongjie Ba

IEEE Trans. Inf. Forensics Secur., 2021

Shielding Collaborative Learning: Mitigating Poisoning Attacks Through Client-Side Detection.

Lingchen Zhao, Shengshan Hu, Qian Wang, Jianlin Jiang, Chao Shen, Xiangyang Luo, Pengfei Hu

IEEE Trans. Dependable Secur. Comput., 2021

Scaling Camouflage: Content Disguising Attack Against Computer Vision Applications.

Yufei Chen, Chao Shen, Cong Wang, Qixue Xiao, Kang Li, Yu Chen

IEEE Trans. Dependable Secur. Comput., 2021

Building In-the-Cloud Network Functions: Security and Privacy Challenges.

Peipei Jiang, Qian Wang, Muqi Huang, Cong Wang, Qi Li, Chao Shen, Kui Ren

Proc. IEEE, 2021

When Deep Learning Meets Differential Privacy: Privacy, Security, and More.

Xinyan Li, Yufei Chen, Cong Wang, Chao Shen

IEEE Netw., 2021

A real-time explainable traffic collision inference framework based on probabilistic graph theory.

Xiaoming Liu, Yu Lan, Yadong Zhou, Chao Shen, Xiaohong Guan

Knowl. Based Syst., 2021

Defense-Resistant Backdoor Attacks Against Deep Neural Networks in Outsourced Cloud Environment.

Xueluan Gong, Yanjiao Chen, Qian Wang, Huayang Huang, Lingshuo Meng, Chao Shen, Qian Zhang

IEEE J. Sel. Areas Commun., 2021

A Review of Deep Reinforcement Learning for Smart Building Energy Management.

Liang Yu, Shuqi Qin, Meng Zhang, Chao Shen, Tao Jiang, Xiaohong Guan

IEEE Internet Things J., 2021

<i>Payment-Guard</i>: Detecting fraudulent in-app purchases in iOS system.

Yadong Zhou, Tianyi Yue, Xiaoming Liu, Chao Shen, Lingling Tong, Zhihao Ding

Neurocomputing, 2021

A fast and scalable authentication scheme in IOT for smart living.

Jianhua Li, Jiong Jin, Lingjuan Lyu, Dong Yuan, Yingying Yang, Longxiang Gao, Chao Shen

Future Gener. Comput. Syst., 2021

Deep Learning on Mobile and Embedded Devices: State-of-the-art, Challenges, and Future Directions.

Yanjiao Chen, Baolin Zheng, Zihan Zhang, Qian Wang, Chao Shen, Qian Zhang

ACM Comput. Surv., 2021

Optimal Operation of a Hydrogen-based Building Multi-Energy System Based on Deep Reinforcement Learning.

Liang Yu, Shuqi Qin, Zhanbo Xu, Xiaohong Guan, Chao Shen, Dong Yue

CoRR, 2021

Securing Face Liveness Detection Using Unforgeable Lip Motion Patterns.

Man Zhou, Qian Wang, Qi Li, Peipei Jiang, Jingxiao Yang, Chao Shen, Cong Wang, Shouhong Ding

CoRR, 2021

An XGBoost-Based Vulnerability Analysis of Smart Grid Cascading Failures under Topology Attacks.

Meng Zhang, Shan Fu, Jun Yan, Huiyan Zhang, Chenhao Ling, Chao Shen, Peng Shi

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Anti-Distillation Backdoor Attacks: Backdoors Can Really Survive in Knowledge Distillation.

Yunjie Ge, Qian Wang, Baolin Zheng, Xinlu Zhuang, Qi Li, Chao Shen, Cong Wang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

AUTOTRAINER: An Automatic DNN Training Problem Detection and Repair System.

Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

CARTL: Cooperative Adversarially-Robust Transfer Learning.

Dian Chen, Hongxin Hu, Qian Wang, Yinli Li, Cong Wang, Chao Shen, Qi Li

Proceedings of the 38th International Conference on Machine Learning, 2021

Rethinking Adversarial Examples Exploiting Frequency-Based Analysis.

Sicong Han, Chenhao Lin, Chao Shen, Qian Wang

Proceedings of the Information and Communications Security - 23rd International Conference, 2021

Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information.

Baolin Zheng, Peipei Jiang, Qian Wang, Qi Li, Chao Shen, Cong Wang, Yunjie Ge, Qingyang Teng, Shenyi Zhang

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020

Toward Hand-Dominated Activity Recognition Systems With Wristband-Interaction Behavior Analysis.

Chao Shen, Yufei Chen, Gengshan Yang, Xiaohong Guan

IEEE Trans. Syst. Man Cybern. Syst., 2020

We Know Who You Are: Discovering Similar Groups Across Multiple Social Networks.

Xiaoming Liu, Chao Shen, Xiaohong Guan, Yadong Zhou

IEEE Trans. Syst. Man Cybern. Syst., 2020

Static Output Feedback Control of Switched Nonlinear Systems With Actuator Faults.

Meng Zhang, Peng Shi, Chao Shen, Zheng-Guang Wu

IEEE Trans. Fuzzy Syst., 2020

CoEvil: A Coevolutionary Model for Crime Inference Based on Fuzzy Rough Feature Selection.

Xiaoming Liu, Chao Shen, Wei Wang, Xiaohong Guan

IEEE Trans. Fuzzy Syst., 2020

Pattern-Growth Based Mining Mouse-Interaction Behavior for an Active User Authentication System.

Chao Shen, Yufei Chen, Xiaohong Guan, Roy A. Maxion

IEEE Trans. Dependable Secur. Comput., 2020

Dissipative Filtering for Switched Fuzzy Systems With Missing Measurements.

Meng Zhang, Chao Shen, Zheng-Guang Wu, Dan Zhang

IEEE Trans. Cybern., 2020

Asynchronous Observer-Based Control for Exponential Stabilization of Markov Jump Systems.

Meng Zhang, Chao Shen, Zheng-Guang Wu

IEEE Trans. Circuits Syst. II Express Briefs, 2020

Waving Gesture Analysis for User Authentication in the Mobile Environment.

Chao Shen, Zhao Wang, Chengxiang Si, Yufei Chen, Xiaojie Su

IEEE Netw., 2020

Passive browser identification with multi-scale Convolutional Neural Networks.

Saeid Samizade, Chao Shen, Chengxiang Si, Xiaohong Guan

Neurocomputing, 2020

A Duet Recommendation Algorithm Based on Jointly Local and Global Representation Learning.

Xiaoming Liu, Shaocong Wu, Zhaohan Zhang, Zhanwei Zhang, Yu Lan, Chao Shen

CoRR, 2020

Deep Reinforcement Learning for Smart Grid Protection Against Coordinated Multistage Transmission Line Attacks.

Liang Yu, Zhen Gao, Shuqi Qin, Meng Zhang, Chao Shen, Xiaohong Guan, Dong Yue

CoRR, 2020

Deep Reinforcement Learning for Smart Building Energy Management: A Survey.

Liang Yu, Shuqi Qin, Meng Zhang, Chao Shen, Tao Jiang, Xiaohong Guan

CoRR, 2020

A Unified Framework for Analyzing and Detecting Malicious Examples of DNN Models.

Kaidi Jin, Tianwei Zhang, Chao Shen, Yufei Chen, Ming Fan, Chenhao Lin, Ting Liu

CoRR, 2020

Learning Graph Embedding with Limited Labeled Data: An Efficient Sampling Approach.

Qirui Li, Xiaoming Liu, Chao Shen, Xi Peng, Yadong Zhou, Xiaohong Guan

CoRR, 2020

Event-triggered sliding mode control of nonlinear dynamic systems.

Xinxin Liu, Xiaojie Su, Peng Shi, Chao Shen, Yan Peng

Autom., 2020

Audee: Automated Testing for Deep Learning Frameworks.

Qianyu Guo, Xiaofei Xie, Yi Li, Xiaoyu Zhang, Yang Liu, Xiaohong Li, Chao Shen

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Deep Reinforcement Learning and Blockchain for Peer-to-Peer Energy Trading among Microgrids.

Ye Xu, Liang Yu, Gang Bi, Meng Zhang, Chao Shen

Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

Adversarial Example Detection by Classification for Deep Speech Recognition.

Saeid Samizade, Zheng-Hua Tan, Chao Shen, Xiaohong Guan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Digger: Detect Similar Groups in Heterogeneous Social Networks.

Xiaoming Liu, Chao Shen, Xiaohong Guan, Yadong Zhou

ACM Trans. Knowl. Discov. Data, 2019

Using Sparse Representation to Detect Anomalies in Complex WSNs.

Xiaoming Li, Guangquan Xu, Xi Zheng, Kaitai Liang, Emmanouil Panaousis, Tao Li, Wei Wang, Chao Shen

ACM Trans. Intell. Syst. Technol., 2019

Observer-Based Sliding Mode Control for Uncertain Fuzzy Systems via Event-Triggered Strategy.

Xinxin Liu, Xiaojie Su, Peng Shi, Chao Shen

IEEE Trans. Fuzzy Syst., 2019

Shielding Collaborative Learning: Mitigating Poisoning Attacks through Client-Side Detection.

Lingchen Zhao, Shengshan Hu, Qian Wang, Jianlin Jiang, Chao Shen, Xiangyang Luo

CoRR, 2019

VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service.

Lingchen Zhao, Qian Wang, Cong Wang, Qi Li, Chao Shen, Xiaodong Lin, Shengshan Hu, Minxin Du

CoRR, 2019

Fault detection filtering for nonlinear switched systems via event-triggered communication approach.

Xinxin Liu, Xiaojie Su, Peng Shi, Sing Kiong Nguang, Chao Shen

Autom., 2019

Seeing is Not Believing: Camouflage Attacks on Image Scaling Algorithms.

Qixue Xiao, Yufei Chen, Chao Shen, Yu Chen, Kang Li

Proceedings of the 28th USENIX Security Symposium, 2019

Event-Triggered Output Feedback Control of Takagi-Sugeno Fuzzy Systems.

Qianqian Chen, Xiaojie Su, Jianxing Liu, Chao Shen

Proceedings of the 15th International Conference on Computational Intelligence and Security, 2019

A Model-Driven Learning Approach for Predicting the Personalized Dynamic Thermal Comfort in Ordinary Office Environment.

Yadong Zhou, Xukun Wang, Zhanbo Xu, Ying Su, Ting Liu, Chao Shen, Xiaohong Guan

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

A conditional-probability zone transformation coding method for categorical features.

Liang He, Chao Shen, Yun Li

Proceedings of the ACM Turing Celebration Conference - China, 2019

2018

Hybrid-Augmented Device Fingerprinting for Intrusion Detection in Industrial Control System Networks.

Chao Shen, Chang Liu, Haoliang Tan, Zhao Wang, Dezhi Xu, Xiaojie Su

IEEE Wirel. Commun., 2018

Adaptive Human-Machine Interactive Behavior Analysis With Wrist-Worn Devices for Password Inference.

Chao Shen, Yufei Chen, Yao Liu, Xiaohong Guan

IEEE Trans. Neural Networks Learn. Syst., 2018

GMM and CNN Hybrid Method for Short Utterance Speaker Recognition.

Zheli Liu, Zhendong Wu, Tong Li, Jin Li, Chao Shen

IEEE Trans. Ind. Informatics, 2018

Performance Analysis of Multi-Motion Sensor Behavior for Active Smartphone Authentication.

Chao Shen, Yuanxun Li, Yufei Chen, Xiaohong Guan, Roy A. Maxion

IEEE Trans. Inf. Forensics Secur., 2018

Performance evaluation of implicit smartphones authentication via sensor-behavior analysis.

Chao Shen, Yufei Chen, Xiaohong Guan

Inf. Sci., 2018

DivORAM: Towards a practical oblivious RAM with variable block size.

Zheli Liu, Yanyu Huang, Jin Li, Xiaochun Cheng, Chao Shen

Inf. Sci., 2018

Deep Learning Based Gait Recognition Using Smartphones in the Wild.

Qin Zou, Yanling Wang, Yi Zhao, Qian Wang, Chao Shen, Qingquan Li

CoRR, 2018

A Co-Evolutionary Model for Inferring Online Social Network User Behaviors.

Xiaoming Liu, Chao Shen, Yingyue Fan, Xiaozi Liu, Yadong Zhou, Xiaohong Guan

Proceedings of the 2018 International Conference on Security, 2018

Multi-source Interactive Behavior Analysis for Continuous User Authentication on Smartphones.

Xiaozi Liu, Chao Shen, Yufei Chen

Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

2017

Dependence Guided Symbolic Execution.

Haijun Wang, Ting Liu, Xiaohong Guan, Chao Shen, Qinghua Zheng, Zijiang Yang

IEEE Trans. Software Eng., 2017

A feasible graph partition framework for parallel computing of big graph.

Xiaoming Liu, Yadong Zhou, Xiaohong Guan, Chao Shen

Knowl. Based Syst., 2017

Performance Analysis of Smartphone-Sensor Behavior for Human Activity Recognition.

Yufei Chen, Chao Shen

IEEE Access, 2017

Passive fingerprinting for wireless devices: A multi-level decision approach.

Chao Shen, Ruiyuan Lu, Saeid Samizade, Liang He

Proceedings of the IEEE International Conference on Identity, 2017

Modeling interactive sensor-behavior with smartphones for implicit and active user authentication.

Yufei Chen, Chao Shen, Zhao Wang, Tianwen Yu

Proceedings of the IEEE International Conference on Identity, 2017

On Using Wearable Devices to Steal Your Passwords: A Fuzzy Inference Approach.

Chao Shen, Ziqiang Ren, Yufei Chen, Zhao Wang

Proceedings of the Cyberspace Safety and Security - 9th International Symposium, 2017

Handwaving Authentication: Unlocking Your Smartwatch Through Handwaving Biometrics.

Zhao Wang, Chao Shen, Yufei Chen

Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

Big-data analysis of multi-source logs for anomaly detection on network-based system.

Zhanpei Jia, Chao Shen, Xiao Yi, Yufei Chen, Tianwen Yu, Xiaohong Guan

Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

Performance evaluation of anomaly-detection algorithm for keystroke-typing based insider detection.

Liang He, Zhixiang Li, Chao Shen

Proceedings of the ACM Turing 50th Celebration Conference, 2017

2016

Performance Analysis of Touch-Interaction Behavior for Active Smartphone Authentication.

Chao Shen, Yong Zhang, Xiaohong Guan, Roy A. Maxion

IEEE Trans. Inf. Forensics Secur., 2016

MouseIdentity: Modeling Mouse-Interaction Behavior for a User Verification System.

Chao Shen, Zhongmin Cai, Xiaomei Liu, Xiaohong Guan, Roy A. Maxion

IEEE Trans. Hum. Mach. Syst., 2016

Performance Analysis of Motion-Sensor Behavior for User Authentication on Smartphones.

Chao Shen, Tianwen Yu, Sheng Yuan, Yunpeng Li, Xiaohong Guan

Sensors, 2016

User practice in password security: An empirical study of real-life passwords in the wild.

Chao Shen, Tianwen Yu, Haodi Xu, Gengshan Yang, Xiaohong Guan

Comput. Secur., 2016

Handedness Recognition through Keystroke-Typing Behavior in Computer Forensics Analysis.

Chao Shen, Haodi Xu, Haijun Wang, Xiaohong Guan

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Modeling multimodal biometric modalities for continuous user authentication.

Chao Shen, He Zhang, Zhenyu Yang, Xiaohong Guan

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

On motion-sensor behavior analysis for human-activity recognition via smartphones.

Chao Shen, Yufei Chen, Gengshan Yang

Proceedings of the IEEE International Conference on Identity, 2016

A human-centered smart home system with wearable-sensor behavior analysis.

Jianting Ji, Ting Liu, Chao Shen, Hongyu Wu, Wenyi Liu, Man Su, Siyun Chen, Zhanpei Jia

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015

Abnormal traffic-indexed state estimation: A cyber-physical fusion approach for Smart Grid attack detection.

Ting Liu, Yanan Sun, Yang Liu, Yuhong Gui, Yucheng Zhao, Dai Wang, Chao Shen

Future Gener. Comput. Syst., 2015

Input extraction via motion-sensor behavior analysis on smartphones.

Chao Shen, Shichao Pei, Zhenyu Yang, Xiaohong Guan

Comput. Secur., 2015

SHE: Smart home energy management system based on social and motion behavior cognition.

Siyun Chen, Ting Liu, Yadong Zhou, Chao Shen, Feng Gao, Yulin Che, Zhanbo Xu

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

On motion sensors as source for user input inference in smartphones.

Chao Shen, Shichao Pei, Tianwen Yu, Xiaohong Guan

Proceedings of the IEEE International Conference on Identity, 2015

Touch-interaction behavior for continuous user authentication on smartphones.

Chao Shen, Yong Zhang, Zhongmin Cai, Tianwen Yu, Xiaohong Guan

Proceedings of the International Conference on Biometrics, 2015

2014

Mitigating Behavioral Variability for Mouse Dynamics: A Dimensionality-Reduction-Based Approach.

Zhongmin Cai, Chao Shen, Xiaohong Guan

IEEE Trans. Hum. Mach. Syst., 2014

Performance evaluation of anomaly-detection algorithms for mouse dynamics.

Chao Shen, Zhongmin Cai, Xiaohong Guan, Roy A. Maxion

Comput. Secur., 2014

Directed test suite augmentation via exploiting program dependency.

Haijun Wang, Xiaohong Guan, Qinghua Zheng, Ting Liu, Chao Shen, Zijiang Yang

Proceedings of the 6th International Workshop on Constraints in Software Testing, 2014

2013

User Authentication Through Mouse Dynamics.

Chao Shen, Zhongmin Cai, Xiaohong Guan, Youtian Du, Roy A. Maxion

IEEE Trans. Inf. Forensics Secur., 2013

On User Interaction Behavior as Evidence for Computer Forensic Analysis.

Chao Shen, Zhongmin Cai, Roy A. Maxion, Xiaohong Guan

Proceedings of the Digital-Forensics and Watermarking - 12th International Workshop, 2013

A Study of the Consistency in Keystroke Dynamics.

Chao Shen, Roy A. Maxion, Zhongmin Cai

Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013

Mobile Authentication through Touch-Behavior Features.

Zhongmin Cai, Chao Shen, Miao Wang, Yunpeng Song, Jialin Wang

Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013

2012

On the effectiveness and applicability of mouse dynamics biometric for static authentication: A benchmark study.

Chao Shen, Zhongmin Cai, Xiaohong Guan, Jialin Wang

Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Continuous authentication for mouse dynamics: A pattern-growth approach.

Chao Shen, Zhongmin Cai, Xiaohong Guan

Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks, 2012

Comparing classification algorithm for mouse dynamics based user identification.

Chao Shen, Zhongmin Cai, Roy A. Maxion, Guang Xiang, Xiaohong Guan

Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011

Poster: can it be more practical?: improving mouse dynamics biometric performance.

Chao Shen, Zhongmin Cai, Xiaohong Guan

Proceedings of the 18th ACM Conference on Computer and Communications Security, 2011

2009

Feature Analysis of Mouse Dynamics in Identity Authentication and Monitoring.

Chao Shen, Zhongmin Cai, Xiaohong Guan, Huilan Sha, Jingzi Du

Proceedings of IEEE International Conference on Communications, 2009