News

[2024.10] I am recently studying the Diamond Sutra, which can alleviate my troubles. I am happy to introduce it to all of you.

[2024.09] One paper is accepted by the Annual Conference on Neural Information Processing Systems (NeurIPS2024).

[2024.08] One paper is accepted by Transactions on Information Forensics & Security (TIFS).

[2024.04] Two papers are accepted by IJCAI 2024 and IJCV.

[2024.04] I organize the special issue about ''Trustworthy Deep Learning in Practice'' on Electronics.

[2024.03] One paper is accepted by IEEE TIP.

[2024.02] One paper is accepted by CVPR 2024.

[2024.01] Three papers are accepted by 计算机研究与发展(Journal of Computer Research and Development), IEEE Transactions on Multimedia, and ICLR 2024.

[2023.12] One paper is accepted by 网络空间安全科学学报.

[2023.10] One paper is accepted by IEEE Symposium on Security and Privacy.

[2023.06] Two papers are accepted by IJCAI-2023 GLOW and 人工智能(AI-View).

[2023.04] One paper is accepted by TPAMI.

[2023.02] Two papers are accepted by TNNLS and CVPR2023.

[2023.01] Three papers are accepted by 智能安全, Pattern Recognition, and USENIX Security Symposium.

[2022.08] One paper is accepted by ACM CCS 2022.

[2022.07] One paper is accepted by ACM MM 2022.

[2022.07] ✊✊✊I joined in Zhongguancun Laboratory✊✊✊!!!

[2022.06] 😊😊😊I obtained my Ph.D degree😊😊😊!!!

Selected
Publications

Google Scholar

★ : equal  contributions

♠ : corresponding author

IJCV2024

Generate Transferable Adversarial Physical Camouflages via Triplet Attention Suppression
Jiakai Wang, Xianglong Liu♠, Zixin Yin, Yuxuan Wang, Jun Guo, Haotong Qin, Qingtao Wu, Aishan Liu

International Journal of Computer Vision (IJCV), 2024 (IF=11.4)
PDF source

IJCAI2024

Vision-aligned Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine Translation
Yanni Xue★, Haojie Hao★, Jiakai Wang♠, Qiang Sheng, Renshuai Tao, Yu Liang, Pu Feng, Xianglong Liu

The 33rd International Joint Conference on Artificial Intelligence (IJCAI-24), 2024
PDF source / Project page

CVPR2024

NAPGuard: Towards Detecting Naturalistic Adversarial Patches
Siyang Wu, Jiakai Wang♠, Jiejie Zhao, Yazhe Wang, Xianglong Liu

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2024), 2024
PDF source / Project page

TMM2024

Improving Deepfake Detection Generalization by Invariant Risk Minimization
Zixin Yin★, Jiakai Wang★, Yisong Xiao, Hanqing Zhao, Tianlin Li, Wenbo Zhou, Aishan Liu♠, Xianglong Liu♠

IEEE Transactions on Multimedia (IEEE TMM), 2024 (IF=7.8)
PDF source / Project page

TMM2024

Transferable Multimodal Attack on Vision-Language Pre-training Models
Haodi Wang, Kai Dong♠, Zhilei Zhu, Haotong Qin, Xiaolin Fang, Aishan Liu, Jiakai Wang♠, Xianglong Liu

IEEE Symposium on Security and Privacy (IEEE S&P 2024), 2023
PDF source / Project page

MM2021

Harnessing Perceptual Adversarial Patches for Crowd Counting
Shunchang Liu★, Jiakai Wang★, Aishan Liu♠, Yingwei Li, Yijie Gao, Xianglong Liu, Dacheng Tao

ACM Conference on Computer and Communications Security (ACM CCS 2022), 2022
PDF source / Project page

MM2022

Generating Transferable Adversarial Examples against Vision Transformers
Yuxuan Wang, Jiakai Wang♠, Zixin Yin, Ruihao Gong, Jingyi Wang, Aishan Liu, Xianglong Liu

ACM Multimedia (ACM MM 2022), 2022
PDF source / Project page

CVPR 2022

Defensive Patches for Robust Recognition in the Physical World
Jiakai Wang, Zixin Yin, Pengfei Hu, Renshuai Tao, Haotong Qin, Xianglong Liu♠, Dacheng Tao, Aishan Liu.

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), 2022
PDF source / Project page

TIP2021

Universal Adversarial Patch Attack for Automatic Checkout using Perceptual and Attentional Bias
Jiakai Wang★, Aishan Liu★, Xiao Bai, Xianglong Liu♠

IEEE Transactions on Image Processing (TIP), 2021 (IF=10.86)
PDF source / Project page

PontTuset

Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World
Jiakai Wang, Aishan Liu, Zixin Yin, Shunchang Liu, Shiyu Tang, Xianglong Liu♠.

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021), 2021 (Oral)
PDF source / News: (机器之心) /Project page

PontTuset

Bias-based Universal Adversarial Patch Attack for Automatic Check-out
Aishan Liu★, Jiakai Wang★, Xianglong Liu♠, Bowen Cao, Chongzhi Zhang, Hang Yu.

European Conference on Computer Vision (ECCV), 2020
PDF source / News: (新智元) /Project page

AIView

针对音频识别智能模型的物理世界音素对抗攻击
王嘉凯, 孔宇升,陈镇东,尹子鑫,胡琎,马宇晴,杨晴虹,刘祥龙♠

计算机研究与发展 (Journal of Computer Research and Development), 2024
PDF source / Project page

AIView

深度学习在工业互联网入侵检测中的应用
孔宇升,王斐,陶冶,王嘉凯♠,王雅哲

人工智能 (AI-View), 2023
PDF source

AIView

智能系统全生命周期安全测试理论与方法
王嘉凯, 刘艾杉, 李思民, 刘祥龙♠, 吴文峻

智能安全 (Artificial Intelligence Security), 2022
PDF source

AIView

人工智能机器学习模型及系统的质量要素和测试方法
王嘉凯, 刘艾杉, 刘祥龙♠

信息技术与标准化, 2020
PDF source

Awards

  • [2022.06]    Outstanding Graduates of Beijing Province

  • [2022.01]    Beihang University Exploring Scholarship

  • [2021.10]    Beihang University Guorui Scholarship

  • [2021.10]    Beihang University Merit Student

  • [2021.06]    Beihang University First Prize Scholarship

  • [2021.06]    Beihang University Excellent Academic Paper Award

  • [2020.10]    Beihang University First Prize Scholarship

  • [2020.09]    China National Scholarship (Top2%)

  • [2020.09]    Beihang University Merit Student

  • [2019.10]    Beihang University First Prize Scholarship

  • [2018.09]    Beihang University Outstanding Freshman Scholarship

  • [2018.06]    Outstanding Graduates of Beijing Province

Services

Reviewer

Contact

  • jiakaiwang@zgclab.edu.cn
  • Haidian Distinct, Beijing (北京市, 海淀区)

The noble eschew ostentation

the virtuous people are pragmatic

大人不华

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