Fast Selective Encryption Method for Bitmaps Based on GPU Acceleration. - Han Qiu 001; Gérard Memmi (ISM, 2014)

Data protection: Combining fragmentation, encryption, and dispersion. - Gérard Memmi; Katarzyna Kapusta; Han Qiu 001 (SSIC, 2015)

Data Protection: Combining Fragmentation, Encryption, and Dispersion, an Intermediary report. - Gérard Memmi; Katarzyna Kapusta; Han Qiu 001 (CoRR, 2015)

Fast Selective Encryption Methods for Bitmap Images. - Han Qiu 001; Gérard Memmi (Int. J. Multim. Data Eng. Manag., 2015)

An Efficient Secure Storage Scheme Based on Information Fragmentation. - Han Qiu 001; Gérard Memmi; Hassan Noura 001 (CSCloud, 2017)

An efficient data protection architecture based on fragmentation and encryption. (Une architecture de protection des données efficace basée sur la fragmentation et le cryptage). - Han Qiu 001 (2017)

A Dynamic Scalable Blockchain Based Communication Architecture for IoT. - Han Qiu 001; Meikang Qiu; Gérard Memmi; Zhong Ming 001; Meiqin Liu 001 (SmartBlock, 2018)

A Case Study for Practical Issues of DCT Based Bitmap Selective Encryption Methods. - Han Qiu 001; Nathalie Enfrin; Gérard Memmi (SSIC, 2018)

An Efficient Data Protection Architecture Based on Fragmentation and Encryption. - Han Qiu 001 (CoRR, 2018)

ChainIDE: A Cloud-Based Integrated Development Environment for Cross-Blockchain Smart Contracts. - Han Qiu 001; Xiao Wu; Shuyi Zhang; Victor C. M. Leung; Wei Cai 002 (CloudCom, 2019)

Estimating Web Attack Detection via Model Uncertainty from Inaccurate Annotation. - Xinyu Gong; Yuefu Zhou; Yue Bi; Mingcheng He; Shiying Sheng; Han Qiu 001; Ruan He; Jialiang Lu (CSCloud/EdgeCom, 2019)

Reinforcing Protection Against Chosen-Plaintext Attack Using Ciphertext Fragmentation in Multi-cloud Environments. - Katarzyna Kapusta; Han Qiu 001; Gérard Memmi (CSCloud/EdgeCom, 2019)

Re-Think Monitoring Services for 5G Network: Challenges and Perspectives. - Yuchia Tseng; Gopalasingham Aravinthan; Bela Berde; Sofiane Imadali; Drissa Houatra; Han Qiu 001 (CSCloud/EdgeCom, 2019)

Poster Abstract: Secure Data Sharing by Means of Fragmentation, Encryption, and Dispersion. - Katarzyna Kapusta; Han Qiu 001; Gérard Memmi (INFOCOM Workshops, 2019)

Secure Data Sharing with Fast Access Revocation through Untrusted Clouds. - Katarzyna Kapusta; Han Qiu 001; Gérard Memmi (NTMS, 2019)

CECoR-Net: A Character-Level Neural Network Model for Web Attack Detection. - Xinyu Gong; Jialiang Lu; Yuchen Wang; Han Qiu 001; Ruan He; Meikang Qiu (SmartCloud, 2019)

DC Coefficients Recovery from AC Coefficients in the JPEG Compression Scenario. - Han Qiu 001; Qinkai Zheng; Meikang Qiu; Gérard Memmi (SmartCom, 2019)

Privacy-preserving Health Data Sharing for Medical Cyber-Physical Systems. - Han Qiu 001; Meikang Qiu; Meiqin Liu 001; Gérard Memmi (CoRR, 2019)

TEST: an End-to-End Network Traffic Examination and Identification Framework Based on Spatio-Temporal Features Extraction. - Yi Zeng 005; Zihao Qi; Wencheng Chen; Yanzhe Huang; Xingxin Zheng; Han Qiu 001 (CoRR, 2019)

DC coefficient recovery for JPEG images in ubiquitous communication systems. - Han Qiu 001; Gérard Memmi; Xuan Chen; Jian Xiong 001 (Future Gener. Comput. Syst., 2019)

An efficient key distribution system for data fusion in V2X heterogeneous networks. - Han Qiu 001; Meikang Qiu; Zhihui Lu 002; Gérard Memmi (Inf. Fusion, 2019)

All-Or-Nothing data protection for ubiquitous communication: Challenges and perspectives. - Han Qiu 001; Katarzyna Kapusta; Zhihui Lu 002; Meikang Qiu; Gérard Memmi (Inf. Sci., 2019)

Review on Image Processing Based Adversarial Example Defenses in Computer Vision. - Meikang Qiu; Han Qiu 001 (BigDataSecurity/HPSC/IDS, 2020)

A Data Augmentation-Based Defense Method Against Adversarial Attacks in Neural Networks. - Yi Zeng 005; Han Qiu 001; Gérard Memmi; Meikang Qiu (ICA3PP (2), 2020)

ChainIDE 2.0: Facilitating Smart Contract Development for Consortium Blockchain. - Xiao Wu; Han Qiu 001; Shuyi Zhang; Gérard Memmi; Keke Gai; Wei Cai 002 (INFOCOM Workshops, 2020)

Secure Data Sharing Through Untrusted Clouds with Blockchain-enhanced Key Management. - Meikang Qiu; Han Qiu 001; Hui Zhao 002; Meiqin Liu 001; Bhavani Thuraisingham (SmartBlock, 2020)

Resisting Adversarial Examples via Wavelet Extension and Denoising. - Qinkai Zheng; Han Qiu 001; Tianwei Zhang 004; Gérard Memmi; Meikang Qiu; Jialiang Lu (SmartCom, 2020)

Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques. - Qinkai Zheng; Han Qiu 001; Gérard Memmi; Isabelle Bloch (CoRR, 2020)

Mitigating Advanced Adversarial Attacks with More Advanced Gradient Obfuscation Techniques. - Han Qiu 001; Yi Zeng 005; Qinkai Zheng; Tianwei Zhang 004; Meikang Qiu; Gérard Memmi (CoRR, 2020)

The Hidden Vulnerability of Watermarking for Deep Neural Networks. - Shangwei Guo; Tianwei Zhang 004; Han Qiu 001; Yi Zeng 005; Tao Xiang 001; Yang Liu 003 (CoRR, 2020)

FenceBox: A Platform for Defeating Adversarial Examples with Data Augmentation Techniques. - Han Qiu 001; Yi Zeng 005; Tianwei Zhang 004; Yong Jiang; Meikang Qiu (CoRR, 2020)

Selective encryption on ECG data in body sensor network based on supervised machine learning. - Han Qiu 001; Meikang Qiu; Zhihui Lu 002 (Inf. Fusion, 2020)

HAPE: A programmable big knowledge graph platform. - Ruqian Lu; Chaoqun Fei; Chuanqing Wang; Shunfeng Gao; Han Qiu 001; Songmao Zhang; Cungen Cao 001 (Inf. Sci., 2020)

Secure V2X Communication Network based on Intelligent PKI and Edge Computing. - Han Qiu 001; Meikang Qiu; Ruqian Lu (IEEE Netw., 2020)

Lightweight Selective Encryption for Social Data Protection Based on EBCOT Coding. - Han Qiu 001; Meikang Qiu; Meiqin Liu 001; Zhong Ming 001 (IEEE Trans. Comput. Soc. Syst., 2020)

Secure Health Data Sharing for Medical Cyber-Physical Systems for the Healthcare 4.0. - Han Qiu 001; Meikang Qiu; Meiqin Liu 001; Gérard Memmi (IEEE J. Biomed. Health Informatics, 2020)

DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation. - Han Qiu 001; Yi Zeng 005; Shangwei Guo; Tianwei Zhang 004; Meikang Qiu; Bhavani Thuraisingham (AsiaCCS, 2021)

Privacy-Preserving Collaborative Learning With Automatic Transformation Search. - Wei Gao; Shangwei Guo; Tianwei Zhang 004; Han Qiu 001; Yonggang Wen 001; Yang Liu 003 (CVPR, 2021)

Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models. - Shangwei Guo; Tianwei Zhang 004; Han Qiu 001; Yi Zeng 005; Tao Xiang 001; Yang Liu 003 (IJCAI, 2021)

Towards Fast Network Intrusion Detection based on Efficiency-preserving Federated Learning. - Tian Dong; Han Qiu 001; Jialiang Lu; Meikang Qiu; Chun Fan 001 (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Fingerprinting Multi-exit Deep Neural Network Models via Inference Time. - Tian Dong; Han Qiu 001; Tianwei Zhang 004; Jiwei Li 001; Hewu Li; Jialiang Lu (CoRR, 2021)

Interpreting Deep Learning Models in Natural Language Processing: A Review. - Xiaofei Sun 001; Diyi Yang; Xiaoya Li 001; Tianwei Zhang 004; Yuxian Meng; Han Qiu 001; Guoyin Wang 002; Eduard H. Hovy; Jiwei Li 001 (CoRR, 2021)

A General Framework for Defending Against Backdoor Attacks via Influence Graph. - Xiaofei Sun 001; Jiwei Li 001; Xiaoya Li 001; Ziyao Wang; Tianwei Zhang 004; Han Qiu 001; Fei Wu 001; Chun Fan 001 (CoRR, 2021)

Adversarial Attacks Against Network Intrusion Detection in IoT Systems. - Han Qiu 001; Tian Dong; Tianwei Zhang 004; Jialiang Lu; Gérard Memmi; Meikang Qiu (IEEE Internet Things J., 2021)

Toward Secure and Efficient Deep Learning Inference in Dependable IoT Systems. - Han Qiu 001; Qinkai Zheng; Tianwei Zhang 004; Meikang Qiu; Gérard Memmi; Jialiang Lu (IEEE Internet Things J., 2021)

Novel denial-of-service attacks against cloud-based multi-robot systems. - Yuan Xu; Gelei Deng; Tianwei Zhang 004; Han Qiu 001; Yungang Bao (Inf. Sci., 2021)

A User-Centric Data Protection Method for Cloud Storage Based on Invertible DWT. - Han Qiu 001; Hassan N. Noura; Meikang Qiu; Zhong Ming 001; Gérard Memmi (IEEE Trans. Cloud Comput., 2021)

Deep Residual Learning-Based Enhanced JPEG Compression in the Internet of Things. - Han Qiu 001; Qinkai Zheng; Gérard Memmi; Jialiang Lu; Meikang Qiu; Bhavani Thuraisingham (IEEE Trans. Ind. Informatics, 2021)

Topological Graph Convolutional Network-Based Urban Traffic Flow and Density Prediction. - Han Qiu 001; Qinkai Zheng; Mounira Msahli; Gérard Memmi; Meikang Qiu; Jialiang Lu (IEEE Trans. Intell. Transp. Syst., 2021)

NFV Platforms: Taxonomy, Design Choices and Future Challenges. - Tianzhu Zhang 002; Han Qiu 001; Leonardo Linguaglossa; Walter Cerroni; Paolo Giaccone (IEEE Trans. Netw. Serv. Manag., 2021)

Model Uncertainty Based Annotation Error Fixing for Web Attack Detection. - Xinyu Gong; Jialiang Lu; Yuefu Zhou; Han Qiu 001; Ruan He (J. Signal Process. Syst., 2021)

Message from the Program Chairs IDS 2022. - Han Qiu 001; Luna Li; Linghe Kong (BigDataSecurity/HPSC/IDS, 2022)

An MRC Framework for Semantic Role Labeling. - Nan Wang; Jiwei Li 001; Yuxian Meng; Xiaofei Sun 001; Han Qiu 001; Ziyao Wang; Guoyin Wang 002; Jun He 008 (COLING, 2022)

Compressive sensing based asymmetric semantic image compression for resource-constrained IoT system. - Yujun Huang; Bin Chen 011; Jianghui Zhang; Han Qiu 001; Shu-Tao Xia (DAC, 2022)

Improving Adversarial Robustness of 3D Point Cloud Classification Models. - Guanlin Li; Guowen Xu; Han Qiu 001; Ruan He; Jiwei Li 001; Tianwei Zhang 004 (ECCV (4), 2022)

Watermarking Pre-trained Encoders in Contrastive Learning. - Yutong Wu 009; Han Qiu 001; Tianwei Zhang 004; Jiwei Li 001; Meikang Qiu (ICDIS, 2022)

Improved DC Estimation for JPEG Compression Via Convex Relaxation. - Jianghui Zhang; Bin Chen 011; Yujun Huang; Han Qiu 001; Zhi Wang 001; Shutao Xia (ICIP, 2022)

BET: black-box efficient testing for convolutional neural networks. - Jialai Wang; Han Qiu 001; Yi Rong; Hengkai Ye; Qi Li 002; Zongpeng Li; Chao Zhang 008 (ISSTA, 2022)

jTrans: jump-aware transformer for binary code similarity detection. - Hao Wang 003; Wenjie Qu 001; Gilad Katz; Wenyu Zhu; Zeyu Gao; Han Qiu 001; Jianwei Zhuge; Chao Zhang 008 (ISSTA, 2022)

Mitigating Targeted Bit-Flip Attacks via Data Augmentation: An Empirical Study. - Ziyuan Zhang; Meiqi Wang; Wencheng Chen; Han Qiu 001; Meikang Qiu (KSEM (3), 2022)

Interpreting AI for Networking: Where We Are and Where We Are Going. - Tianzhu Zhang 002; Han Qiu 001; Marco Mellia; Yuanjie Li; Hewu Li; Ke Xu 002 (IEEE Commun. Mag., 2022)

An Interpretable Federated Learning-based Network Intrusion Detection Framework. - Tian Dong; Song Li; Han Qiu 001; Jialiang Lu (CoRR, 2022)

jTrans: Jump-Aware Transformer for Binary Code Similarity. - Hao Wang 003; Wenjie Qu 001; Gilad Katz; Wenyu Zhu; Zeyu Gao; Han Qiu 001; Jianwei Zhuge; Chao Zhang 008 (CoRR, 2022)

PriFR: Privacy-preserving Large-scale File Retrieval System via Blockchain for Encrypted Cloud Data. - Hao Ren 001; Guowen Xu; Han Qiu 001; Tianwei Zhang 004 (BigDataSecurity/HPSC/IDS, 2023)

Public-attention-based Adversarial Attack on Traffic Sign Recognition. - Lijun Chi; Mounira Msahli; Gérard Memmi; Han Qiu 001 (CCNC, 2023)

MPass: Bypassing Learning-based Static Malware Detectors. - Jialai Wang; Wenjie Qu 001; Yi Rong; Han Qiu 001; Qi Li 002; Zongpeng Li; Chao Zhang 008 (DAC, 2023)

MERCURY: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. - Xiaobei Yan; Xiaoxuan Lou; Guowen Xu; Han Qiu 001; Shangwei Guo; Chip-Hong Chang; Tianwei Zhang 004 (ICFPT, 2023)

One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training. - Jianshuo Dong; Han Qiu 001; Yiming Li 004; Tianwei Zhang 004; Yuanjie Li; Zeqi Lai; Chao Zhang 008; Shu-Tao Xia (ICCV, 2023)

Computation and Data Efficient Backdoor Attacks. - Yutong Wu 009; Xingshuo Han; Han Qiu 001; Tianwei Zhang 004 (ICCV, 2023)

ATTA: Adversarial Task-transferable Attacks on Autonomous Driving Systems. - Qingjie Zhang; Maosen Zhang; Han Qiu 001; Tianwei Zhang 004; Mounira Msahli; Gérard Memmi (ICDM, 2023)

Extracting Robust Models with Uncertain Examples. - Guanlin Li; Guowen Xu; Shangwei Guo; Han Qiu 001; Jiwei Li 001; Tianwei Zhang 004 (ICLR, 2023)

Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing. - Tian Dong; Ziyuan Zhang; Han Qiu 001; Tianwei Zhang 004; Hewu Li; Terry Wang (INFOCOM, 2023)

A Networking Perspective on Starlink's Self-Driving LEO Mega-Constellation. - Yuanjie Li; Hewu Li; Wei Liu 192; Lixin Liu; Wei Zhao 058; Yimei Chen; Jianping Wu; Qian Wu 001; Jun Liu 063; Zeqi Lai; Han Qiu 001 (MobiCom, 2023)

Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks. - Jialai Wang; Ziyuan Zhang; Meiqi Wang; Han Qiu 001; Tianwei Zhang 004; Qi Li 002; Zongpeng Li; Tao Wei 002; Chao Zhang 008 (USENIX Security Symposium, 2023)

Omnipotent Adversarial Training for Unknown Label-noisy and Imbalanced Datasets. - Guanlin Li; Kangjie Chen; Yuan Xu; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2023)

A Unified Hardware-based Threat Detector for AI Accelerators. - Xiaobei Yan; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2023)

Rethinking Adversarial Training with Neural Tangent Kernel. - Guanlin Li; Han Qiu 001; Shangwei Guo; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2023)

Wangiri Fraud: Pattern Analysis and Machine-Learning-Based Detection. - Akshaya Ravi; Mounira Msahli; Han Qiu 001; Gérard Memmi; Albert Bifet; Meikang Qiu (IEEE Internet Things J., 2023)

ADS-Lead: Lifelong Anomaly Detection in Autonomous Driving Systems. - Xingshuo Han; Yuan Zhou 005; Kangjie Chen; Han Qiu 001; Meikang Qiu; Yang Liu 003; Tianwei Zhang 004 (IEEE Trans. Intell. Transp. Syst., 2023)

DefQ: Defensive Quantization Against Inference Slow-Down Attack for Edge Computing. - Han Qiu 001; Tianwei Zhang 004; Tianzhu Zhang 002; Hongyu Li; Meikang Qiu (IEEE Internet Things J., 2023)

System Log Parsing: A Survey. - Tianzhu Zhang 002; Han Qiu 001; Gabriele Castellano; Myriana Rifai; Chung Shue Chen; Fabio Pianese (IEEE Trans. Knowl. Data Eng., 2023)

Automatic Transformation Search Against Deep Leakage From Gradients. - Wei Gao; Xu Zhang; Shangwei Guo; Tianwei Zhang 004; Tao Xiang 001; Han Qiu 001; Yonggang Wen 001; Yang Liu 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation. - Rongwu Xu; Brian S. Lin; Shujian Yang; Tianqi Zhang; Weiyan Shi; Tianwei Zhang 004; Zhixuan Fang; Wei Xu 039; Han Qiu 001 (ACL (1), 2024)

VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice. - Xingshuo Han; Haozhao Wang; Kangqiao Zhao; Gelei Deng; Yuan Xu; Hangcheng Liu; Han Qiu 001; Tianwei Zhang 004 (CCS, 2024)

PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency. - Yuan Xu; Gelei Deng; Xingshuo Han; Guanlin Li; Han Qiu 001; Tianwei Zhang 004 (CCS, 2024)

Message from the Program Chairs; CSCloud2024. - Gérard Memmi; Han Qiu 001; Zakirul Alam (CSCloud, 2024)

Laser Shield: a Physical Defense with Polarizer against Laser Attacks on Autonomous Driving Systems. - Qingjie Zhang; Lijun Chi; Di Wang; Mounira Msahli; Gérard Memmi; Tianwei Zhang 004; Chao Zhang 008; Han Qiu 001 (DAC, 2024)

Protecting Confidential Virtual Machines from Hardware Performance Counter Side Channels. - Xiaoxuan Lou; Kangjie Chen; Guowen Xu; Han Qiu 001; Shangwei Guo; Tianwei Zhang 004 (DSN, 2024)

Course-Correction: Safety Alignment Using Synthetic Preferences. - Rongwu Xu; Yishuo Cai; Zhenhong Zhou; Renjie Gu; Haiqin Weng; Liu Yan; Tianwei Zhang 004; Wei Xu 039; Han Qiu 001 (EMNLP (Industry Track), 2024)

Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias. - Rongwu Xu; Zi'an Zhou; Tianwei Zhang 004; Zehan Qi; Su Yao; Ke Xu 002; Wei Xu 039; Han Qiu 001 (EMNLP, 2024)

Fingerprinting Image-to-Image Generative Adversarial Networks. - Guanlin Li; Guowen Xu; Han Qiu 001; Shangwei Guo; Run Wang 001; Jiwei Li 001; Tianwei Zhang 004; Rongxing Lu (EuroS&P, 2024)

UniGuard: A Unified Hardware-oriented Threat Detector for FPGA-based AI Accelerators. - Xiaobei Yan; Han Qiu 001; Tianwei Zhang 004 (FPL, 2024)

You Only Query Once: An Efficient Label-Only Membership Inference Attack. - Yutong Wu 009; Han Qiu 001; Shangwei Guo; Jiwei Li 001; Tianwei Zhang 004 (ICLR, 2024)

Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation. - Boheng Li; Yishuo Cai; Jisong Cai; Yiming Li 004; Han Qiu 001; Run Wang 001; Tianwei Zhang 004 (ICML, 2024)

CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision. - Hao Wang 003; Zeyu Gao; Chao Zhang 008; Zihan Sha; Mingyang Sun; Yuchen Zhou; Wenyu Zhu; Wenju Sun; Han Qiu 001; Xi Xiao (ISSTA, 2024)

CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection. - Hao Wang 003; Zeyu Gao; Chao Zhang 008; Mingyang Sun; Yuchen Zhou; Han Qiu 001; Xi Xiao (ISSTA, 2024)

COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation. - Ziyuan Zhang; Han Qiu 001; Maosen Zhang; Jun Liu 063; Bin Chen 011; Tianwei Zhang 004; Hewu Li (NeurIPS, 2024)

Backdooring Multimodal Learning. - Xingshuo Han; Yutong Wu 009; Qingjie Zhang; Yuan Zhou 005; Yuan Xu; Han Qiu 001; Guowen Xu; Tianwei Zhang 004 (SP, 2024)

A Case for Application-Aware Space Radiation Tolerance in Orbital Computing. - Meiqi Wang; Han Qiu 001; Longnv Xu; Di Wang; Yuanjie Li; Tianwei Zhang 004; Jun Liu 063; Hewu Li (CoRR, 2024)

Course-Correction: Safety Alignment Using Synthetic Preferences. - Rongwu Xu; Yishuo Cai; Zhenhong Zhou; Renjie Gu; Haiqin Weng; Yan Liu; Tianwei Zhang 004; Wei Xu 039; Han Qiu 001 (CoRR, 2024)

COSMIC: Compress Satellite Images Efficiently via Diffusion Compensation. - Ziyuan Zhang; Han Qiu 001; Maosen Zhang; Jun Liu 063; Bin Chen 011; Tianwei Zhang 004; Hewu Li (CoRR, 2024)

SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution. - Runyi Hu; Jie Zhang 073; Yiming Li 004; Jiwei Li 001; Qing Guo 005; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2024)

Understanding the Dark Side of LLMs' Intrinsic Self-Correction. - Qingjie Zhang; Han Qiu 001; Di Wang; Haoting Qian; Yiming Li 004; Tianwei Zhang 004; Minlie Huang (CoRR, 2024)

Incremental Learning, Incremental Backdoor Threats. - Wenbo Jiang 001; Tianwei Zhang 004; Han Qiu 001; Hongwei Li 001; Guowen Xu (IEEE Trans. Dependable Secur. Comput., 2024)

An Efficient Preprocessing-Based Approach to Mitigate Advanced Adversarial Attacks. - Han Qiu 001; Yi Zeng 005; Qinkai Zheng; Shangwei Guo; Tianwei Zhang 004; Hewu Li (IEEE Trans. Computers, 2024)

Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings. - Shujian Yang; Shiyao Cui; Chuanrui Hu; Haicheng Wang; Tianwei Zhang 004; Minlie Huang; Jialiang Lu; Han Qiu 001 (ACL (Findings), 2025)

Understanding the Dark Side of LLMs' Intrinsic Self-Correction. - Qingjie Zhang; Di Wang; Haoting Qian; Yiming Li 004; Tianwei Zhang 004; Minlie Huang; Ke Xu 002; Hewu Li; Liu Yan; Han Qiu 001 (ACL (1), 2025)

An Engorgio Prompt Makes Large Language Model Babble on. - Jianshuo Dong; Ziyuan Zhang; Qingjie Zhang; Tianwei Zhang 004; Hao Wang 003; Hewu Li; Qi Li 002; Chao Zhang 008; Ke Xu 002; Han Qiu 001 (ICLR, 2025)

VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking. - Runyi Hu; Jie Zhang 073; Yiming Li 004; Jiwei Li 001; Qing Guo 005; Han Qiu 001; Tianwei Zhang 004 (ICLR, 2025)

A Benchmark for Semantic Sensitive Information in LLMs Outputs. - Qingjie Zhang; Han Qiu 001; Di Wang; Yiming Li 004; Tianwei Zhang 004; Wenyu Zhu; Haiqin Weng; Liu Yan; Chao Zhang 008 (ICLR, 2025)

Picky LLMs and Unreliable RMs: An Empirical Study on Safety Alignment after Instruction Tuning. - Guanlin Li; Kangjie Chen; Shangwei Guo; Jie Zhang 073; Han Qiu 001; Chao Zhang 008; Guoyin Wang 002; Tianwei Zhang 004; Jiwei Li 001 (CoRR, 2025)

FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset. - Shuhe Wang; Xiaoya Li 001; Jiwei Li 001; Guoyin Wang 002; Xiaofei Sun 001; Bob Zhu; Han Qiu 001; Mo Yu; Shengjie Shen; Tianwei Zhang 004; Eduard H. Hovy (CoRR, 2025)

Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective. - Qiong Liu; Tianzhu Zhang 002; Masoud Hemmatpour; Han Qiu 001; Dong Zhang 010; Chung Shue Chen; Marco Mellia; Armen Aghasaryan (IEEE Commun. Mag., 2025)

Mask Image Watermarking. - Runyi Hu; Jie Zhang 073; Shiqian Zhao; Nils Lukas; Jiwei Li 001; Qing Guo 005; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2025)

Holmes: Automated Fact Check with Large Language Models. - Haoran Ou; Gelei Deng; Xingshuo Han; Jie Zhang 073; Xinlei He 001; Han Qiu 001; Shangwei Guo; Tianwei Zhang 004 (CoRR, 2025)

ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs. - Shiyao Cui; Qinglin Zhang; Xuan Ouyang; Renmiao Chen; Zhexin Zhang; Yida Lu; Hongning Wang; Han Qiu 001; Minlie Huang (CoRR, 2025)

BitHydra: Towards Bit-flip Inference Cost Attack against Large Language Models. - Xiaobei Yan; Yiming Li 004; Zhaoxin Fan; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2025)

ObfusBFA: A Holistic Approach to Safeguarding DNNs from Different Types of Bit-Flip Attacks. - Xiaobei Yan; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2025)

Towards Understanding the Cognitive Habits of Large Reasoning Models. - Jianshuo Dong; Yujia Fu; Chuanrui Hu; Chao Zhang 008; Han Qiu 001 (CoRR, 2025)

Can Large Language Models Automate the Refinement of Cellular Network Specifications? - Jianshuo Dong; Tianyi Zhang; Feng Yan; Yuanjie Li; Hewu Li; Han Qiu 001 (CoRR, 2025)

DREAM: Scalable Red Teaming for Text-to-Image Generative Systems via Distribution Modeling. - Boheng Li; Junjie Wang; Yiming Li 004; Zhiyang Hu; Leyi Qi; Jianshuo Dong; Run Wang 001; Han Qiu 001; Zhan Qin; Tianwei Zhang 004 (CoRR, 2025)

ToxiFrench: Benchmarking and Enhancing Language Models via CoT Fine-Tuning for French Toxicity Detection. - Axel Delaval; Shujian Yang; Haicheng Wang; Han Qiu 001; Jialiang Lu (CoRR, 2025)

When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models. - Cheng Wang; Gelei Deng; Xianglin Yang; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2025)

Image Compression for Resource-Constrained AIoT System With Compressed Sensing. - Bin Chen 011; Yujun Huang; Han Qiu 001; Shu-Tao Xia; Wei Fei; Xuan Wang 002; Meikang Qiu (IEEE Trans. Syst. Man Cybern. Syst., 2025)