Mengkai Song

Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning

Yang Song, Hairong Qi, Qian Wang, 2018, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications.

A Stable and Energy-Efficient Routing Algorithm Based on Learning Automata Theory for MANET

Huyin Zhang, Sheng Hao, Mengkai Song, 2018, Journal of Communications and Information Networks.

advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns

Qian Wang, Zhibo Wang, Mengkai Song, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Toward Invisible Adversarial Examples Against DNN-Based Privacy Leakage for Internet of Things

Fagen Li, Shuai Zhang, Mengkai Song, 2021, IEEE Internet of Things Journal.

Analyzing User-Level Privacy Attack Against Federated Learning

Zhifei Zhang, Yang Song, Qian Wang, 2020, IEEE Journal on Selected Areas in Communications.

Invisible Adversarial Attack against Deep Neural Networks: An Adaptive Penalization Approach

Qian Wang, Yang Song, Zhibo Wang, 2019, IEEE Transactions on Dependable and Secure Computing.

Towards compression-resistant privacy-preserving photo sharing on social networks

Ben Niu, Qian Wang, Zhibo Wang, 2020, MobiHoc.