Network Intrusion Detection based on LSTM and Feature Embedding
Authors: Hyeokmin Gwon, Chungjun Lee, Rakun Keum, Heeyoul Choi | Published: 2019-11-26
Privacy preserving Neural Network Inference on Encrypted Data with GPUs
Authors: Daniel Takabi, Robert Podschwadt, Jeff Druce, Curt Wu, Kevin Procopio | Published: 2019-11-26
Host-based anomaly detection using Eigentraces feature extraction and one-class classification on system call trace data
Authors: Ehsan Aghaei, Gursel Serpen | Published: 2019-11-25
Playing it Safe: Adversarial Robustness with an Abstain Option
Authors: Cassidy Laidlaw, Soheil Feizi | Published: 2019-11-25
One Man’s Trash is Another Man’s Treasure: Resisting Adversarial Examples by Adversarial Examples
Authors: Chang Xiao, Changxi Zheng | Published: 2019-11-25 | Updated: 2019-11-27
Transaction Confirmation Time Prediction in Ethereum Blockchain Using Machine Learning
Authors: Harsh Jot Singh, Abdelhakim Senhaji Hafid | Published: 2019-11-25
Failure Modes in Machine Learning Systems
Authors: Ram Shankar Siva Kumar, David O Brien, Kendra Albert, Salomé Viljöen, Jeffrey Snover | Published: 2019-11-25
Adversarial Attack with Pattern Replacement
Authors: Ziang Dong, Liang Mao, Shiliang Sun | Published: 2019-11-25
Algorithmic Bias in Recidivism Prediction: A Causal Perspective
Authors: Aria Khademi, Vasant Honavar | Published: 2019-11-24
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference
Authors: Wei-An Lin, Yogesh Balaji, Pouya Samangouei, Rama Chellappa | Published: 2019-11-23