Subsampled Rényi Differential Privacy and Analytical Moments Accountant
Authors: Yu-Xiang Wang, Borja Balle, Shiva Kasiviswanathan | Published: 2018-07-31 | Updated: 2018-12-04
Security and Privacy Issues in Deep Learning
Authors: Ho Bae, Jaehee Jang, Dahuin Jung, Hyemi Jang, Heonseok Ha, Hyungyu Lee, Sungroh Yoon | Published: 2018-07-31 | Updated: 2021-03-10
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security
Authors: Mohammed Ali Al-Garadi, Amr Mohamed, Abdulla Al-Ali, Xiaojiang Du, Mohsen Guizani | Published: 2018-07-29
Rob-GAN: Generator, Discriminator, and Adversarial Attacker
Authors: Xuanqing Liu, Cho-Jui Hsieh | Published: 2018-07-27 | Updated: 2019-04-15
Ensemble-based Multi-Filter Feature Selection Method for DDoS Detection in Cloud Computing
Authors: Opeyemi Osanaiye, Kim-Kwang Raymond Choo2, Ali Dehghantanha, Zheng Xu, Mqhele Dlodlo | Published: 2018-07-27
Leveraging Support Vector Machine for Opcode Density Based Detection of Crypto-Ransomware
Authors: James Baldwin, Ali Dehghantanha | Published: 2018-07-27
Leveraging Machine Learning Techniques for Windows Ransomware Network Traffic Detection
Authors: Omar M. K. Alhawi, James Baldwin, Ali Dehghantanha | Published: 2018-07-27
Limitations of the Lipschitz constant as a defense against adversarial examples
Authors: Todd Huster, Cho-Yu Jason Chiang, Ritu Chadha | Published: 2018-07-25
Architectures for Detecting Interleaved Multi-stage Network Attacks Using Hidden Markov Models
Authors: Tawfeeq Shawly, Ali Elghariani, Jason Kobes, Arif Ghafoor | Published: 2018-07-25 | Updated: 2019-10-30
Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication
Authors: Qian Wang, Hang Li, Zhi Chen, Dou Zhao, Shuang Ye, Jiansheng Cai | Published: 2018-07-25