SuperPure: Efficient Purification of Localized and Distributed Adversarial Patches via Super-Resolution GAN Models
Authors: Hossein Khalili, Seongbin Park, Venkat Bollapragada, Nader Sehatbakhsh | Published: 2025-05-22
Computational Complexity
Hard-Label Cryptanalytic Extraction of Neural Network Models
Authors: Yi Chen, Xiaoyang Dong, Jian Guo, Yantian Shen, Anyu Wang, Xiaoyun Wang | Published: 2024-09-18
Speed-up of Data Analysis with Kernel Trick in Encrypted Domain
Authors: Joon Soo Yoo, Baek Kyung Song, Tae Min Ahn, Ji Won Heo, Ji Won Yoon | Published: 2024-06-14
Transaction Fee Estimation in the Bitcoin System
Authors: Limeng Zhang, Rui Zhou, Qing Liu, Chengfei Liu, M. Ali Babar | Published: 2024-05-24
On the Impact of Uncertainty and Calibration on Likelihood-Ratio Membership Inference Attacks
Authors: Meiyi Zhu, Caili Guo, Chunyan Feng, Osvaldo Simeone | Published: 2024-02-16 | Updated: 2025-05-13
Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol
Authors: Hector Alaiz-Moreton, Jose Aveleira-Mata, Jorge Ondicol-Garcia, Angel Luis Muñoz-Castañeda, Isaías García, Carmen Benavides | Published: 2024-02-05
CompactTag: Minimizing Computation Overheads in Actively-Secure MPC for Deep Neural Networks
Authors: Yongqin Wang, Pratik Sarkar, Nishat Koti, Arpita Patra, Murali Annavaram | Published: 2023-11-08
Zero-knowledge Proof Meets Machine Learning in Verifiability: A Survey
Authors: Zhibo Xing, Zijian Zhang, Jiamou Liu, Ziang Zhang, Meng Li, Liehuang Zhu, Giovanni Russello | Published: 2023-10-23
An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems
Authors: Feng Bao, Zezhong Zhang, Guannan Zhang | Published: 2023-09-02 | Updated: 2024-08-13
An Algorithm for Persistent Homology Computation Using Homomorphic Encryption
Authors: Dominic Gold, Koray Karabina, Francis C. Motta | Published: 2023-07-04