Han Qiu (邱寒)

Han Qiu (邱寒)

Tsinghua University

H-index: 24

Asia-China

About Han Qiu (邱寒)

Han Qiu (邱寒), With an exceptional h-index of 24 and a recent h-index of 24 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Machine Learning Security, Data Security.

His recent articles reflect a diverse array of research interests and contributions to the field:

You Only Query Once: An Efficient Label-Only Membership Inference Attack

CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection

CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision

Backdooring Multimodal Learning

Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator

A Unified Hardware-based Threat Detector for AI Accelerators

System Log Parsing: A Survey

Automatic transformation search against deep leakage from gradients

Han Qiu (邱寒) Information

University

Position

___

Citations(all)

2345

Citations(since 2020)

2313

Cited By

431

hIndex(all)

24

hIndex(since 2020)

24

i10Index(all)

39

i10Index(since 2020)

37

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Han Qiu (邱寒) Skills & Research Interests

Machine Learning Security

Data Security

Top articles of Han Qiu (邱寒)

Title

Journal

Author(s)

Publication Date

You Only Query Once: An Efficient Label-Only Membership Inference Attack

YUTONG WU

Han Qiu

Shangwei Guo

Jiwei Li

Tianwei Zhang

2023/10/13

CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection

arXiv preprint arXiv:2402.18818

Hao Wang

Zeyu Gao

Chao Zhang

Mingyang Sun

Yuchen Zhou

...

2024/2/29

CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision

arXiv preprint arXiv:2402.16928

Hao Wang

Zeyu Gao

Chao Zhang

Zihan Sha

Mingyang Sun

...

2024/2/26

Backdooring Multimodal Learning

Xingshuo Han

Yutong Wu

Qingjie Zhang

Yuan Zhou

Yuan Xu

...

2023/10/17

Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator

International conference on Field-Programmable Technology (FPT)

Xiaobei Yan

Xiaoxuan Lou

Guowen Xu

Han Qiu

Shangwei Guo

...

2023/10

A Unified Hardware-based Threat Detector for AI Accelerators

arXiv preprint arXiv:2311.16684

Xiaobei Yan

Han Qiu

Tianwei Zhang

2023/11/28

System Log Parsing: A Survey

IEEE Transactions on Knowledge and Data Engineering

Tianzhu Zhang

Han Qiu

Gabriele Castellano

Myriana Rifai

Chung Shue Chen

...

2023/1/24

Automatic transformation search against deep leakage from gradients

IEEE Transactions on Pattern Analysis and Machine Intelligence

Wei Gao

Xu Zhang

Shangwei Guo

Tianwei Zhang

Tao Xiang

...

2023/3/29

Omnipotent Adversarial Training for Unknown Label-noisy and Imbalanced Datasets

arXiv preprint arXiv:2307.08596

Guanlin Li

Kangjie Chen

Yuan Xu

Han Qiu

Tianwei Zhang

2023/7/14

ATTA: Adversarial Task-transferable Attacks on Autonomous Driving Systems

Qingjie Zhang

Maosen Zhang

Han Qiu

Tianwei Zhang

Mounira Msahli

...

2023

Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective

arXiv preprint arXiv:2303.04073

Qiong Liu

Tianzhu Zhang

Masoud Hemmatpour

Han Qiu

Dong Zhang

...

2023/3/7

A networking perspective on starlink's self-driving leo mega-constellation

Yuanjie Li

Hewu Li

Wei Liu

Lixin Liu

Wei Zhao

...

2023/7/10

Computation and Data Efficient Backdoor Attacks

Yutong Wu

Xingshuo Han

Han Qiu

Tianwei Zhang

2023

Public-attention-based adversarial attack on traffic sign recognition

Lijun Chi

Mounira Msahli

Gerard Memmi

Han Qiu

2023/1/8

MPass: Bypassing Learning-based Static Malware Detectors

Jialai Wang

Wenjie Qu

Yi Rong

Han Qiu

Qi Li

...

2023/7/9

One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training

Jianshuo Dong

Han Qiu

Yiming Li

Tianwei Zhang

Yuanjie Li

...

2023

The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation

arXiv preprint arXiv:2312.09085

Rongwu Xu

Brian S Lin

Shujian Yang

Tianqi Zhang

Weiyan Shi

...

2023/12/14

Mitigating Query-based Neural Network Fingerprinting via Data Augmentation

ACM Transactions on Sensor Networks

Meiqi Wang

Han Qiu

Tianwei Zhang

Meikang Qiu

Bhavani Thuraisingham

2023

Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing

Tian Dong

Ziyuan Zhang

Han Qiu

Tianwei Zhang

Hewu Li

...

2023/5/17

Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks

Jialai Wang

Ziyuan Zhang

Meiqi Wang

Han Qiu

Tianwei Zhang

...

2023

See List of Professors in Han Qiu (邱寒) University(Tsinghua University)