no code implementations • 8 Mar 2023 • Jinwei Wang, Hao Wu, Haihua Wang, Jiawei Zhang, Xiangyang Luo, Bin Ma
Therefore, we propose a novel adversarial defense mechanism, which is referred to as immune defense and is the example-based pre-defense.
1 code implementation • 26 Apr 2022 • Jiawei Zhang, Jinwei Wang, Hao Wang, Xiangyang Luo
The destruction to DNNs brought by the adversarial attack sparks the potential that adversarial examples serve as a new protection mechanism for privacy security in social networks.
no code implementations • 18 Dec 2021 • Shichang Ding, Xiangyang Luo, Jinwei Wang, XiaoMing Fu
MP layers refine the initial node embeddings by modeling the connection information.
no code implementations • 28 Aug 2017 • Ruxin Wang, Wei Lu, Shijun Xiang, Xianfeng Zhao, Jinwei Wang
In this paper, a color image splicing detection approach is proposed based on Markov transition probability of quaternion component separation in quaternion discrete cosine transform (QDCT) domain and quaternion wavelet transform (QWT) domain.