Hardening Random Forest Cyber Detectors Against Adversarial Attacks
Authors: Giovanni Apruzzese, Mauro Andreolini, Michele Colajanni, Mirco Marchetti | Published: 2019-12-09
Data Generation
A Survey of Game Theoretic Approaches for Adversarial Machine Learning in Cybersecurity Tasks
Authors: Prithviraj Dasgupta, Joseph B. Collins | Published: 2019-12-04
DeepWiFi: Cognitive WiFi with Deep Learning
Authors: Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu | Published: 2019-10-29
DaiMoN: A Decentralized Artificial Intelligence Model Network
Authors: Surat Teerapittayanon, H. T. Kung | Published: 2019-07-19
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing
Authors: Ming Liu, Yukang Ding, Min Xia, Xiao Liu, Errui Ding, Wangmeng Zuo, Shilei Wen | Published: 2019-04-22
A Style-Based Generator Architecture for Generative Adversarial Networks
Authors: Tero Karras, Samuli Laine, Timo Aila | Published: 2018-12-12 | Updated: 2019-03-29
Generating Labeled Flow Data from MAWILab Traces for Network Intrusion Detection
Authors: Jinoh Kim, Caitlin Sim, Jinhwan Choi | Published: 2018-10-03
Implicit Generative Modeling of Random Noise during Training for Adversarial Robustness
Authors: Priyadarshini Panda, Kaushik Roy | Published: 2018-07-05 | Updated: 2019-05-31
PRADA: Protecting against DNN Model Stealing Attacks
Authors: Mika Juuti, Sebastian Szyller, Samuel Marchal, N. Asokan | Published: 2018-05-07 | Updated: 2019-03-31
AttGAN: Facial Attribute Editing by Only Changing What You Want
Authors: Zhenliang He, Wangmeng Zuo, Meina Kan, Shiguang Shan, Xilin Chen | Published: 2017-11-29 | Updated: 2018-07-25