Robustification of deep net classifiers by key based diversified aggregation with pre-filtering
Authors: Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy | Published: 2019-05-14
性能評価
Sensor Defense In-Software (SDI):Practical Software Based Detection of Spoofing Attacks on Position Sensor
Authors: Kevin Sam Tharayil, Benyamin Farshteindiker, Shaked Eyal, Nir Hasidim, Roy Hershkovitz, Shani Houri, Ilia Yoffe, Michal Oren, Yossi Oren | Published: 2019-05-12
ECG Identification under Exercise and Rest Situations via Various Learning Methods
Authors: Zihan Wang, Yaoguang Li, Wei Cui | Published: 2019-05-11
Conditionals in Homomorphic Encryption and Machine Learning Applications
Authors: Diego Chialva, Ann Dooms | Published: 2018-10-29 | Updated: 2019-05-09
Evading classifiers in discrete domains with provable optimality guarantees
Authors: Bogdan Kulynych, Jamie Hayes, Nikita Samarin, Carmela Troncoso | Published: 2018-10-25 | Updated: 2019-07-01
IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection
Authors: Zilong Lin, Yong Shi, Zhi Xue | Published: 2018-09-06 | Updated: 2022-05-08
HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition
Authors: Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen | Published: 2018-09-04
Machine Learning Methods for Network Intrusion Detection
Authors: Mouhammad Alkasassbeh, Mohammad Almseidin | Published: 2018-09-01
Efficient ConvNets for Analog Arrays
Authors: Malte J. Rasch, Tayfun Gokmen, Mattia Rigotti, Wilfried Haensch | Published: 2018-07-03
Stochastic Layer-Wise Precision in Deep Neural Networks
Authors: Griffin Lacey, Graham W. Taylor, Shawki Areibi | Published: 2018-07-03