Han Qiu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 93

Top Topics

Jpeg Compression

Data Protection

Top Venues

IEEE Internet Things J.

BigDataSecurity/HPSC/IDS

Publications

Rongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Yan Liu, Tianwei Zhang, Wei Xu, Han Qiu
Course-Correction: Safety Alignment Using Synthetic Preferences. CoRR (2024)
Hao Wang, Zeyu Gao, Chao Zhang, Mingyang Sun, Yuchen Zhou, Han Qiu, Xi Xiao
CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection. CoRR (2024)
Yutong Wu, Han Qiu, Shangwei Guo, Jiwei Li, Tianwei Zhang
You Only Query Once: An Efficient Label-Only Membership Inference Attack. ICLR (2024)
Wenbo Jiang, Tianwei Zhang, Han Qiu, Hongwei Li, Guowen Xu
Incremental Learning, Incremental Backdoor Threats. IEEE Trans. Dependable Secur. Comput. 21 (2) (2024)
Meiqi Wang, Han Qiu, Longnv Xu, Di Wang, Yuanjie Li, Tianwei Zhang, Jun Liu, Hewu Li
A Case for Application-Aware Space Radiation Tolerance in Orbital Computing. CoRR (2024)
Han Qiu, Yi Zeng, Qinkai Zheng, Shangwei Guo, Tianwei Zhang, Hewu Li
An Efficient Preprocessing-Based Approach to Mitigate Advanced Adversarial Attacks. IEEE Trans. Computers 73 (3) (2024)
Hao Wang, Zeyu Gao, Chao Zhang, Zihan Sha, Mingyang Sun, Yuchen Zhou, Wenyu Zhu, Wenju Sun, Han Qiu, Xi Xiao
CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision. CoRR (2024)
Rongwu Xu, Zi'an Zhou, Tianwei Zhang, Zehan Qi, Su Yao, Ke Xu, Wei Xu, Han Qiu
Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias. CoRR (2024)
Rongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation. CoRR (2023)
Guanlin Li, Han Qiu, Shangwei Guo, Jiwei Li, Tianwei Zhang
Rethinking Adversarial Training with Neural Tangent Kernel. CoRR (2023)
Han Qiu, Tianwei Zhang, Tianzhu Zhang, Hongyu Li, Meikang Qiu
DefQ: Defensive Quantization Against Inference Slow-Down Attack for Edge Computing. IEEE Internet Things J. 10 (4) (2023)
Guanlin Li, Kangjie Chen, Yuan Xu, Han Qiu, Tianwei Zhang
Omnipotent Adversarial Training for Unknown Label-noisy and Imbalanced Datasets. CoRR (2023)
Xiaobei Yan, Han Qiu, Tianwei Zhang
A Unified Hardware-based Threat Detector for AI Accelerators. CoRR (2023)
Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
MERCURY: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. ICFPT (2023)
Qingjie Zhang, Maosen Zhang, Han Qiu, Tianwei Zhang, Mounira Msahli, Gérard Memmi
ATTA: Adversarial Task-transferable Attacks on Autonomous Driving Systems. ICDM (2023)
Akshaya Ravi, Mounira Msahli, Han Qiu, Gérard Memmi, Albert Bifet, Meikang Qiu
Wangiri Fraud: Pattern Analysis and Machine-Learning-Based Detection. IEEE Internet Things J. 10 (8, April 15) (2023)
Hao Ren, Guowen Xu, Han Qiu, Tianwei Zhang
PriFR: Privacy-preserving Large-scale File Retrieval System via Blockchain for Encrypted Cloud Data. BigDataSecurity/HPSC/IDS (2023)
Guanlin Li, Guowen Xu, Shangwei Guo, Han Qiu, Jiwei Li, Tianwei Zhang
Extracting Robust Models with Uncertain Examples. ICLR (2023)
Jialai Wang, Wenjie Qu, Yi Rong, Han Qiu, Qi Li, Zongpeng Li, Chao Zhang
MPass: Bypassing Learning-based Static Malware Detectors. DAC (2023)
Yuanjie Li, Hewu Li, Wei Liu, Lixin Liu, Wei Zhao, Yimei Chen, Jianping Wu, Qian Wu, Jun Liu, Zeqi Lai, Han Qiu
A Networking Perspective on Starlink's Self-Driving LEO Mega-Constellation. MobiCom (2023)
Jialai Wang, Ziyuan Zhang, Meiqi Wang, Han Qiu, Tianwei Zhang, Qi Li, Zongpeng Li, Tao Wei, Chao Zhang
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks. CoRR (2023)
Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li, Zeqi Lai, Chao Zhang, Shu-Tao Xia
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training. ICCV (2023)
Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. CoRR (2023)
Yutong Wu, Xingshuo Han, Han Qiu, Tianwei Zhang
Computation and Data Efficient Backdoor Attacks. ICCV (2023)
Wei Gao, Xu Zhang, Shangwei Guo, Tianwei Zhang, Tao Xiang, Han Qiu, Yonggang Wen, Yang Liu
Automatic Transformation Search Against Deep Leakage From Gradients. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Tianzhu Zhang, Han Qiu, Gabriele Castellano, Myriana Rifai, Chung Shue Chen, Fabio Pianese
System Log Parsing: A Survey. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Lijun Chi, Mounira Msahli, Gérard Memmi, Han Qiu
Public-attention-based Adversarial Attack on Traffic Sign Recognition. CCNC (2023)
Xingshuo Han, Yuan Zhou, Kangjie Chen, Han Qiu, Meikang Qiu, Yang Liu, Tianwei Zhang
ADS-Lead: Lifelong Anomaly Detection in Autonomous Driving Systems. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Tian Dong, Ziyuan Zhang, Han Qiu, Tianwei Zhang, Hewu Li, Terry Wang
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing. INFOCOM (2023)
Jialai Wang, Ziyuan Zhang, Meiqi Wang, Han Qiu, Tianwei Zhang, Qi Li, Zongpeng Li, Tao Wei, Chao Zhang
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks. USENIX Security Symposium (2023)
Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li, Zeqi Lai, Chao Zhang, Shu-Tao Xia
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training. CoRR (2023)
Hao Wang, Wenjie Qu, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao Zhang
jTrans: jump-aware transformer for binary code similarity detection. ISSTA (2022)
Ziyuan Zhang, Meiqi Wang, Wencheng Chen, Han Qiu, Meikang Qiu
Mitigating Targeted Bit-Flip Attacks via Data Augmentation: An Empirical Study. KSEM (3) (2022)
Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Han Qiu, Ziyao Wang, Guoyin Wang, Jun He
An MRC Framework for Semantic Role Labeling. COLING (2022)
Yutong Wu, Han Qiu, Tianwei Zhang, Jiwei Li, Meikang Qiu
Watermarking Pre-trained Encoders in Contrastive Learning. ICDIS (2022)
Guanlin Li, Guowen Xu, Han Qiu, Ruan He, Jiwei Li, Tianwei Zhang
Improving Adversarial Robustness of 3D Point Cloud Classification Models. ECCV (4) (2022)
Hao Wang, Wenjie Qu, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao Zhang
jTrans: Jump-Aware Transformer for Binary Code Similarity. CoRR (2022)
Tianzhu Zhang, Han Qiu, Gabriele Castellano, Myriana Rifai, Chung Shue Chen, Fabio Pianese
System Log Parsing: A Survey. CoRR (2022)
Han Qiu, Luna Li, Linghe Kong
Message from the Program Chairs IDS 2022. BigDataSecurity/HPSC/IDS (2022)
Jialai Wang, Han Qiu, Yi Rong, Hengkai Ye, Qi Li, Zongpeng Li, Chao Zhang
BET: black-box efficient testing for convolutional neural networks. ISSTA (2022)
Yutong Wu, Han Qiu, Tianwei Zhang, Jiwei L, Meikang Qiu
Watermarking Pre-trained Encoders in Contrastive Learning. CoRR (2022)
Tianzhu Zhang, Han Qiu, Marco Mellia, Yuanjie Li, Hewu Li, Ke Xu
Interpreting AI for Networking: Where We Are and Where We Are Going. IEEE Commun. Mag. 60 (2) (2022)
Tian Dong, Song Li, Han Qiu, Jialiang Lu
An Interpretable Federated Learning-based Network Intrusion Detection Framework. CoRR (2022)
Tian Dong, Ziyuan Zhang, Han Qiu, Tianwei Zhang, Hewu Li, Terry Wang
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing. CoRR (2022)
Yuan Xu, Gelei Deng, Tianwei Zhang, Han Qiu, Yungang Bao
Novel denial-of-service attacks against cloud-based multi-robot systems. Inf. Sci. 576 (2021)
Han Qiu, Qinkai Zheng, Gérard Memmi, Jialiang Lu, Meikang Qiu, Bhavani M. Thuraisingham
Deep Residual Learning-Based Enhanced JPEG Compression in the Internet of Things. IEEE Trans. Ind. Informatics 17 (3) (2021)
Han Qiu, Qinkai Zheng, Mounira Msahli, Gérard Memmi, Meikang Qiu, Jialiang Lu
Topological Graph Convolutional Network-Based Urban Traffic Flow and Density Prediction. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models. IJCAI (2021)
Han Qiu, Qinkai Zheng, Tianwei Zhang, Meikang Qiu, Gérard Memmi, Jialiang Lu
Toward Secure and Efficient Deep Learning Inference in Dependable IoT Systems. IEEE Internet Things J. 8 (5) (2021)
Tian Dong, Han Qiu, Jialiang Lu, Meikang Qiu, Chun Fan
Towards Fast Network Intrusion Detection based on Efficiency-preserving Federated Learning. ISPA/BDCloud/SocialCom/SustainCom (2021)
Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu
Privacy-Preserving Collaborative Learning With Automatic Transformation Search. CVPR (2021)
Xinyu Gong, Jialiang Lu, Yuefu Zhou, Han Qiu, Ruan He
Model Uncertainty Based Annotation Error Fixing for Web Attack Detection. J. Signal Process. Syst. 93 (2-3) (2021)
Tian Dong, Han Qiu, Tianwei Zhang, Jiwei Li, Hewu Li, Jialiang Lu
Fingerprinting Multi-exit Deep Neural Network Models via Inference Time. CoRR (2021)
Han Qiu, Hassan N. Noura, Meikang Qiu, Zhong Ming, Gérard Memmi
A User-Centric Data Protection Method for Cloud Storage Based on Invertible DWT. IEEE Trans. Cloud Comput. 9 (4) (2021)
Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard H. Hovy, Jiwei Li
Interpreting Deep Learning Models in Natural Language Processing: A Review. CoRR (2021)
Han Qiu, Yi Zeng, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani M. Thuraisingham
DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation. AsiaCCS (2021)
Xiaofei Sun, Jiwei Li, Xiaoya Li, Ziyao Wang, Tianwei Zhang, Han Qiu, Fei Wu, Chun Fan
A General Framework for Defending Against Backdoor Attacks via Influence Graph. CoRR (2021)
Tianzhu Zhang, Han Qiu, Leonardo Linguaglossa, Walter Cerroni, Paolo Giaccone
NFV Platforms: Taxonomy, Design Choices and Future Challenges. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Han Qiu, Tian Dong, Tianwei Zhang, Jialiang Lu, Gérard Memmi, Meikang Qiu
Adversarial Attacks Against Network Intrusion Detection in IoT Systems. IEEE Internet Things J. 8 (13) (2021)
Yi Zeng, Han Qiu, Gérard Memmi, Meikang Qiu
A Data Augmentation-Based Defense Method Against Adversarial Attacks in Neural Networks. ICA3PP (2) (2020)
Han Qiu, Meikang Qiu, Ruqian Lu
Secure V2X Communication Network based on Intelligent PKI and Edge Computing. IEEE Netw. 34 (2) (2020)
Yi Zeng, Han Qiu, Gérard Memmi, Meikang Qiu
A Data Augmentation-based Defense Method Against Adversarial Attacks in Neural Networks. CoRR (2020)
Ruqian Lu, Chaoqun Fei, Chuanqing Wang, Shunfeng Gao, Han Qiu, Songmao Zhang, Cungen Cao
HAPE: A programmable big knowledge graph platform. Inf. Sci. 509 (2020)
Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu
Privacy-preserving Collaborative Learning with Automatic Transformation Search. CoRR (2020)
Yi Zeng, Han Qiu, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani M. Thuraisingham
DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation. CoRR (2020)
Han Qiu, Meikang Qiu, Meiqin Liu, Zhong Ming
Lightweight Selective Encryption for Social Data Protection Based on EBCOT Coding. IEEE Trans. Comput. Soc. Syst. 7 (1) (2020)
Han Qiu, Meikang Qiu, Zhihui Lu
Selective encryption on ECG data in body sensor network based on supervised machine learning. Inf. Fusion 55 (2020)
Han Qiu, Yi Zeng, Tianwei Zhang, Yong Jiang, Meikang Qiu
FenceBox: A Platform for Defeating Adversarial Examples with Data Augmentation Techniques. CoRR (2020)
Meikang Qiu, Han Qiu, Hui Zhao, Meiqin Liu, Bhavani M. Thuraisingham
Secure Data Sharing Through Untrusted Clouds with Blockchain-enhanced Key Management. SmartBlock (2020)
Han Qiu, Meikang Qiu, Meiqin Liu, Gérard Memmi
Secure Health Data Sharing for Medical Cyber-Physical Systems for the Healthcare 4.0. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Qinkai Zheng, Han Qiu, Gérard Memmi, Isabelle Bloch
Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques. CoRR (2020)
Qinkai Zheng, Han Qiu, Tianwei Zhang, Gérard Memmi, Meikang Qiu, Jialiang Lu
Resisting Adversarial Examples via Wavelet Extension and Denoising. SmartCom (2020)
Han Qiu, Yi Zeng, Qinkai Zheng, Tianwei Zhang, Meikang Qiu, Gérard Memmi
Mitigating Advanced Adversarial Attacks with More Advanced Gradient Obfuscation Techniques. CoRR (2020)
Xiao Wu, Han Qiu, Shuyi Zhang, Gérard Memmi, Keke Gai, Wei Cai
ChainIDE 2.0: Facilitating Smart Contract Development for Consortium Blockchain. INFOCOM Workshops (2020)
Meikang Qiu, Han Qiu
Review on Image Processing Based Adversarial Example Defenses in Computer Vision. BigDataSecurity/HPSC/IDS (2020)
Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu
The Hidden Vulnerability of Watermarking for Deep Neural Networks. CoRR (2020)
Katarzyna Kapusta, Han Qiu, Gérard Memmi
Reinforcing Protection Against Chosen-Plaintext Attack Using Ciphertext Fragmentation in Multi-cloud Environments. CSCloud/EdgeCom (2019)
Katarzyna Kapusta, Han Qiu, Gérard Memmi
Secure Data Sharing with Fast Access Revocation through Untrusted Clouds. NTMS (2019)
Han Qiu, Xiao Wu, Shuyi Zhang, Victor C. M. Leung, Wei Cai
ChainIDE: A Cloud-Based Integrated Development Environment for Cross-Blockchain Smart Contracts. CloudCom (2019)
Yi Zeng, Zihao Qi, Wencheng Chen, Yanzhe Huang, Xingxin Zheng, Han Qiu
TEST: an End-to-End Network Traffic Examination and Identification Framework Based on Spatio-Temporal Features Extraction. CoRR (2019)
Katarzyna Kapusta, Han Qiu, Gérard Memmi
Poster Abstract: Secure Data Sharing by Means of Fragmentation, Encryption, and Dispersion. INFOCOM Workshops (2019)
Xinyu Gong, Jialiang Lu, Yuchen Wang, Han Qiu, Ruan He, Meikang Qiu
CECoR-Net: A Character-Level Neural Network Model for Web Attack Detection. SmartCloud (2019)
Han Qiu, Qinkai Zheng, Meikang Qiu, Gérard Memmi
DC Coefficients Recovery from AC Coefficients in the JPEG Compression Scenario. SmartCom (2019)
Yuchia Tseng, Gopalasingham Aravinthan, Bela Berde, Sofiane Imadali, Drissa Houatra, Han Qiu
Re-Think Monitoring Services for 5G Network: Challenges and Perspectives. CSCloud/EdgeCom (2019)
Xinyu Gong, Yuefu Zhou, Yue Bi, Mingcheng He, Shiying Sheng, Han Qiu, Ruan He, Jialiang Lu
Estimating Web Attack Detection via Model Uncertainty from Inaccurate Annotation. CSCloud/EdgeCom (2019)
Han Qiu, Katarzyna Kapusta, Zhihui Lu, Meikang Qiu, Gérard Memmi
All-Or-Nothing data protection for ubiquitous communication: Challenges and perspectives. Inf. Sci. 502 (2019)
Han Qiu, Gérard Memmi, Xuan Chen, Jian Xiong
DC coefficient recovery for JPEG images in ubiquitous communication systems. Future Gener. Comput. Syst. 96 (2019)
Han Qiu, Meikang Qiu, Zhihui Lu, Gérard Memmi
An efficient key distribution system for data fusion in V2X heterogeneous networks. Inf. Fusion 50 (2019)
Han Qiu, Meikang Qiu, Meiqin Liu, Gérard Memmi
Privacy-preserving Health Data Sharing for Medical Cyber-Physical Systems. CoRR (2019)
Han Qiu, Nathalie Enfrin, Gérard Memmi
A Case Study for Practical Issues of DCT Based Bitmap Selective Encryption Methods. SSIC (2018)
Han Qiu
An Efficient Data Protection Architecture Based on Fragmentation and Encryption. CoRR (2018)
Han Qiu, Meikang Qiu, Gérard Memmi, Zhong Ming, Meiqin Liu
A Dynamic Scalable Blockchain Based Communication Architecture for IoT. SmartBlock (2018)
Han Qiu, Gérard Memmi, Hassan Noura
An Efficient Secure Storage Scheme Based on Information Fragmentation. CSCloud (2017)
Gérard Memmi, Katarzyna Kapusta, Han Qiu
Data protection: Combining fragmentation, encryption, and dispersion. SSIC (2015)
Han Qiu, Gérard Memmi
Fast Selective Encryption Methods for Bitmap Images. Int. J. Multim. Data Eng. Manag. 6 (3) (2015)
Gérard Memmi, Katarzyna Kapusta, Han Qiu
Data Protection: Combining Fragmentation, Encryption, and Dispersion, an Intermediary report. CoRR (2015)
Han Qiu, Gérard Memmi
Fast Selective Encryption Method for Bitmaps Based on GPU Acceleration. ISM (2014)