Backdoor detection and defense method via parameter-space targeted adversarial perturbations

Tian Youliang; Jin Kunlong; Shi Lujia; Wang Shuai; Zuo Jianshuo; Xiang Axin

doi:10.11959/j.issn.1000-436x.2026076

您当前的位置：

首页 >

文章列表页 >

Backdoor detection and defense method via parameter-space targeted adversarial perturbations

Papers | 更新时间：2026-05-11

- Backdoor detection and defense method via parameter-space targeted adversarial perturbations
- Journal on Communications Vol. 47, Issue 4, Pages: 163-180(2026)
- 作者机构：
  
  1.贵州大学计算机科学与技术学院，贵州贵阳 550025
  2.贵州省密码学与区块链技术特色重点实验室，贵州贵阳 550025
  3.贵州大学大数据与信息工程学院，贵州贵阳 550025
- 作者简介：
- 基金信息：
  
  The National Key Research and Development Program of China(2025YFB3109800);The National Natural Science Foundation of China(62272123);Scientific and Technological Innovation Platform Research Project of Guizhou Province(CXPTXM[2025]024);Science and Technology Program of Guizhou Province (No.[2020]5017, No.[2022]065)
- DOI：10.11959/j.issn.1000-436x.2026076
  CLC： TN92
- Received：30 January 2026，
  
  Revised：2026-03-12，
  
  Accepted：13 March 2026，
  
  Published：20 April 2026
- 稿件说明：
移动端阅览
田有亮,金昆龙,石璐嘉等.基于参数空间定向对抗扰动的后门检测与防御方法[J].通信学报,2026,47(04):163-180.

Tian Youliang,Jin Kunlong,Shi Lujia,et al.Backdoor detection and defense method via parameter-space targeted adversarial perturbations[J].Journal on Communications,2026,47(04):163-180.
田有亮,金昆龙,石璐嘉等.基于参数空间定向对抗扰动的后门检测与防御方法[J].通信学报,2026,47(04):163-180. DOI： 10.11959/j.issn.1000-436x.2026076.

Tian Youliang,Jin Kunlong,Shi Lujia,et al.Backdoor detection and defense method via parameter-space targeted adversarial perturbations[J].Journal on Communications,2026,47(04):163-180. DOI： 10.11959/j.issn.1000-436x.2026076.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Sparse pruning method based on filter parameters reconstruction

Escape method of malicious traffic based on backdoor attack

Backdoor defense method in federated learning based on contrastive training

Electromagnetic signal fast adversarial attack method based on Jacobian saliency map

Related Author

Jin Kunlong

Tian Youliang

LIANG Yongsheng

LI Zongpeng

LIU Wei

MENG Fanyang

YI Shuangyan

YANG Huoxiang

Related Institution

College of Big Data and Internet, Shenzhen Technology University

Institute for Network Sciences and Cyberspace, Tsinghua University

Communication Department, Pengcheng Laboratory

School of Computer and Software, Shenzhen University of Information Technology

School of Electronic and Information Engineering, Shenzhen University

AI导读

AI脑图

AI问答

⁰

Backdoor detection and defense method via parameter-space targeted adversarial perturbations

DOI：10.11959/j.issn.1000-436x.2026076