Search

Your search keyword '"Zhang, Quanxin"' showing total 333 results
Start Over Author "Zhang, Quanxin"
333 results on '"Zhang, Quanxin"'

2. EasyLog: An Efficient Kernel Logging Service for Machine Learning

Author

Yang, Xundi, Qiu, Kefan, Zhang, Quanxin, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, van Leeuwen, Jan, Series Editor, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Kobsa, Alfred, Series Editor, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Nierstrasz, Oscar, Series Editor, Pandu Rangan, C., Editorial Board Member, Sudan, Madhu, Series Editor, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Weikum, Gerhard, Series Editor, Vardi, Moshe Y, Series Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, and Andreoni, Martin, editor

Published
2024
Full Text
View/download PDF

3. Adversarial Attacks Against Object Detection in Remote Sensing Images

Author

Huang, Rong, Chen, Li, Zheng, Jun, Zhang, Quanxin, Yu, Xiao, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vaidya, Jaideep, editor, Gabbouj, Moncef, editor, and Li, Jin, editor

Published
2024
Full Text
View/download PDF

4. A Verifiable Dynamic Multi-secret Sharing Obfuscation Scheme Applied to Data LakeHouse

Author

Tang, Shuai, Mu, Tianshi, Zheng, Jun, Fu, Yurong, Zhang, Quanxin, Yang, Jie, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vaidya, Jaideep, editor, Gabbouj, Moncef, editor, and Li, Jin, editor

Published
2024
Full Text
View/download PDF

5. Enhancing Clean Label Backdoor Attack with Two-phase Specific Triggers

Author

Luo, Nan, Li, Yuanzhang, Wang, Yajie, Wu, Shangbo, Tan, Yu-an, and Zhang, Quanxin

Subjects
Computer Science - Cryptography and Security, Computer Science - Computer Vision and Pattern Recognition
Abstract

Backdoor attacks threaten Deep Neural Networks (DNNs). Towards stealthiness, researchers propose clean-label backdoor attacks, which require the adversaries not to alter the labels of the poisoned training datasets. Clean-label settings make the attack more stealthy due to the correct image-label pairs, but some problems still exist: first, traditional methods for poisoning training data are ineffective; second, traditional triggers are not stealthy which are still perceptible. To solve these problems, we propose a two-phase and image-specific triggers generation method to enhance clean-label backdoor attacks. Our methods are (1) powerful: our triggers can both promote the two phases (i.e., the backdoor implantation and activation phase) in backdoor attacks simultaneously; (2) stealthy: our triggers are generated from each image. They are image-specific instead of fixed triggers. Extensive experiments demonstrate that our approach can achieve a fantastic attack success rate~(98.98%) with low poisoning rate~(5%), high stealthiness under many evaluation metrics and is resistant to backdoor defense methods.

Published
2022

8. Boosting Adversarial Transferability of MLP-Mixer

Author

Lyu, Haoran, Wang, Yajie, Tan, Yu-an, Zhou, Huipeng, Zhao, Yuhang, and Zhang, Quanxin

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

The security of models based on new architectures such as MLP-Mixer and ViTs needs to be studied urgently. However, most of the current researches are mainly aimed at the adversarial attack against ViTs, and there is still relatively little adversarial work on MLP-mixer. We propose an adversarial attack method against MLP-Mixer called Maxwell's demon Attack (MA). MA breaks the channel-mixing and token-mixing mechanism of MLP-Mixer by controlling the part input of MLP-Mixer's each Mixer layer, and disturbs MLP-Mixer to obtain the main information of images. Our method can mask the part input of the Mixer layer, avoid overfitting of the adversarial examples to the source model, and improve the transferability of cross-architecture. Extensive experimental evaluation demonstrates the effectiveness and superior performance of the proposed MA. Our method can be easily combined with existing methods and can improve the transferability by up to 38.0% on MLP-based ResMLP. Adversarial examples produced by our method on MLP-Mixer are able to exceed the transferability of adversarial examples produced using DenseNet against CNNs. To the best of our knowledge, we are the first work to study adversarial transferability of MLP-Mixer.

Published
2022

10. Demiguise Attack: Crafting Invisible Semantic Adversarial Perturbations with Perceptual Similarity

Author

Wang, Yajie, Wu, Shangbo, Jiang, Wenyi, Hao, Shengang, Tan, Yu-an, and Zhang, Quanxin

Subjects
Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence
Abstract

Deep neural networks (DNNs) have been found to be vulnerable to adversarial examples. Adversarial examples are malicious images with visually imperceptible perturbations. While these carefully crafted perturbations restricted with tight $\Lp$ norm bounds are small, they are still easily perceivable by humans. These perturbations also have limited success rates when attacking black-box models or models with defenses like noise reduction filters. To solve these problems, we propose Demiguise Attack, crafting ``unrestricted'' perturbations with Perceptual Similarity. Specifically, we can create powerful and photorealistic adversarial examples by manipulating semantic information based on Perceptual Similarity. Adversarial examples we generate are friendly to the human visual system (HVS), although the perturbations are of large magnitudes. We extend widely-used attacks with our approach, enhancing adversarial effectiveness impressively while contributing to imperceptibility. Extensive experiments show that the proposed method not only outperforms various state-of-the-art attacks in terms of fooling rate, transferability, and robustness against defenses but can also improve attacks effectively. In addition, we also notice that our implementation can simulate illumination and contrast changes that occur in real-world scenarios, which will contribute to exposing the blind spots of DNNs.

Published
2021

13. A Multi-agent Deep Reinforcement Learning-Based Collaborative Willingness Network for Automobile Maintenance Service

Author

Hao, Shengang, Zheng, Jun, Yang, Jie, Ni, Ziwei, Zhang, Quanxin, Zhang, Li, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Zhou, Jianying, editor, Adepu, Sridhar, editor, Alcaraz, Cristina, editor, Batina, Lejla, editor, Casalicchio, Emiliano, editor, Chattopadhyay, Sudipta, editor, Jin, Chenglu, editor, Lin, Jingqiang, editor, Losiouk, Eleonora, editor, Majumdar, Suryadipta, editor, Meng, Weizhi, editor, Picek, Stjepan, editor, Shao, Jun, editor, Su, Chunhua, editor, Wang, Cong, editor, Zhauniarovich, Yury, editor, and Zonouz, Saman, editor

Published
2022
Full Text
View/download PDF

14. Hybrid Isolation Model for Device Application Sandboxing Deployment in Zero Trust Architecture

Author

Zhang, Jingci, Zheng, Jun, Zhang, Zheng, Chen, Tian, Qiu, Kefan, Zhang, Quanxin, Li, Yuanzhang, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Zhou, Jianying, editor, Adepu, Sridhar, editor, Alcaraz, Cristina, editor, Batina, Lejla, editor, Casalicchio, Emiliano, editor, Chattopadhyay, Sudipta, editor, Jin, Chenglu, editor, Lin, Jingqiang, editor, Losiouk, Eleonora, editor, Majumdar, Suryadipta, editor, Meng, Weizhi, editor, Picek, Stjepan, editor, Shao, Jun, editor, Su, Chunhua, editor, Wang, Cong, editor, Zhauniarovich, Yury, editor, and Zonouz, Saman, editor

Published
2022
Full Text
View/download PDF

15. Intelligent Attack Behavior Portrait for Path Planning of Unmanned Vehicles

Author

Li, Zhao, Ma, Yuxi, Zhang, Zhibin, Yu, Xiao, Zhang, Quanxin, Li, Yuanzhang, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Tan, Ying, editor, Shi, Yuhui, editor, Zomaya, Albert, editor, Yan, Hongyang, editor, and Cai, Jun, editor

Published
2021
Full Text
View/download PDF

16. A Random Multi-target Backdooring Attack on Deep Neural Networks

Author

Liu, Xinrui, Yu, Xiao, Zhang, Zhibin, Zhang, Quanxin, Li, Yuanzhang, Tan, Yu-an, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Tan, Ying, editor, Shi, Yuhui, editor, Zomaya, Albert, editor, Yan, Hongyang, editor, and Cai, Jun, editor

Published
2021
Full Text
View/download PDF

17. Anti Intelligent Mine Unmanned Ground Vehicle Based on Reinforcement Learning

Author

Tong, Xiaoyao, Ma, Yuxi, Xue, Yuan, Zhang, Quanxin, Li, Yuanzhang, Tan, Yu-an, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Tan, Ying, editor, Shi, Yuhui, editor, Zomaya, Albert, editor, Yan, Hongyang, editor, and Cai, Jun, editor

Published
2021
Full Text
View/download PDF

18. On-line Firmware Updating and Fingerprint Generating for Solid State Disks

Author

Xue, Yuan, Wang, Shouxin, Chen, Tian, Zhang, Quanxin, Liu, Lu, Tan, Yu-an, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Tan, Ying, editor, Shi, Yuhui, editor, Zomaya, Albert, editor, Yan, Hongyang, editor, and Cai, Jun, editor

Published
2021
Full Text
View/download PDF

19. Permission Dispatching Mechanism Inside and Outside of the Warranty Period for Equipment Maintenance Service System

Author

Liu, Yujie, Wu, Wenjia, Bo, Wen, Han, Chen, Zhang, Quanxin, Zhang, Changyou, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Zu, Qiaohong, editor, Tang, Yong, editor, and Mladenović, Vladimir, editor

Published
2021
Full Text
View/download PDF

24. A Hybrid Covert Channel with Feedback over Mobile Networks

Author

Zhang, Xiaosong, Guo, Linhong, Xue, Yuan, Jiang, Hongwei, Liu, Lu, Zhang, Quanxin, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Meng, Weizhi, editor, and Furnell, Steven, editor

Published
2019
Full Text
View/download PDF

25. Speaker Recognition Based on Lightweight Neural Network for Smart Home Solutions

Author

Ai, Haojun, Xia, Wuyang, Zhang, Quanxin, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vaidya, Jaideep, editor, Zhang, Xiao, editor, and Li, Jin, editor

Published
2019
Full Text
View/download PDF

26. Design of Anonymous Communication Protocol Based on Group Signature

Author

Zhu, Haojia, Cui, Can, Li, Fengyin, Liu, Zhongxing, Zhang, Quanxin, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vaidya, Jaideep, editor, Zhang, Xiao, editor, and Li, Jin, editor

Published
2019
Full Text
View/download PDF

27. Boosting Training for PDF Malware Classifier via Active Learning

Author

Wang, Xinxin, Li, Yuanzhang, Zhang, Quanxin, Kuang, Xiaohui, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vaidya, Jaideep, editor, Zhang, Xiao, editor, and Li, Jin, editor

Published
2019
Full Text
View/download PDF

28. Evading PDF Malware Classifiers with Generative Adversarial Network

Author

Wang, Yaxiao, Li, Yuanzhang, Zhang, Quanxin, Hu, Jingjing, Kuang, Xiaohui, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vaidya, Jaideep, editor, Zhang, Xiao, editor, and Li, Jin, editor

Published
2019
Full Text
View/download PDF

29. An Improvement of the Degradation of Speaker Recognition in Continuous Cold Speech for Home Assistant

Author

Ai, Haojun, Wang, Yifeng, Yang, Yuhong, Zhang, Quanxin, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vaidya, Jaideep, editor, Zhang, Xiao, editor, and Li, Jin, editor

Published
2019
Full Text
View/download PDF

30. Privacy-Awareness Fair Contract Signing Protocol Based on Blockchain

Author

Wang, Dongfeng, Li, Qinghua, Li, Fengyin, Zhang, Quanxin, Xu, Banghai, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vaidya, Jaideep, editor, Zhang, Xiao, editor, and Li, Jin, editor

Published
2019
Full Text
View/download PDF

32. An Universal Perturbation Generator for Black-Box Attacks Against Object Detectors

Author

Zhao, Yuhang, Wang, Kunqing, Xue, Yuan, Zhang, Quanxin, Zhang, Xiaosong, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, and Qiu, Meikang, editor

Published
2019
Full Text
View/download PDF

37. A VoLTE Encryption Experiment for Android Smartphones

Author

Liu, Shaoru, Wang, Yao, Zhang, Quanxin, Li, Yuanzhang, Barbosa, Simone Diniz Junqueira, Series Editor, Filipe, Joaquim, Series Editor, Kotenko, Igor, Series Editor, Sivalingam, Krishna M., Series Editor, Washio, Takashi, Series Editor, Yuan, Junsong, Series Editor, Zhou, Lizhu, Series Editor, Yuan, Hanning, editor, Geng, Jing, editor, Liu, Chuanlu, editor, Bian, Fuling, editor, and Surapunt, Tisinee, editor

Published
2018
Full Text
View/download PDF

38. Security Extension and Robust Upgrade of Smart-Watch Wi-Fi Controller Firmware

Author

Han, Wencong, Zhang, Quanxin, Gao, Chongzhi, Hu, Jingjing, Yan, Fang, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Vaidya, Jaideep, editor, and Li, Jin, editor

Published
2018
Full Text
View/download PDF

46. Research of Optimizing the System Partition in Android System

Author

Zhu, Hong, Zhang, Quanxin, Liu, Lu, Aourra, Khaled, Tan, Yu’an, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, Xhafa, Fatos, editor, Patnaik, Srikanta, editor, and Yu, Zhengtao, editor

Published
2017
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results