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
性能評価
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
Detection of Compromised Smart Grid Devices with Machine Learning and Convolution Techniques
Authors: Cengiz Kaygusuz, Leonardo Babun, Hidayet Aksu, A. Selcuk Uluagac | Published: 2018-04-13
p-FP: Extraction, Classification, and Prediction of Website Fingerprints with Deep Learning
Authors: Se Eun Oh, Saikrishna Sunkam, Nicholas Hopper | Published: 2017-11-10 | Updated: 2018-04-02
Data Driven Exploratory Attacks on Black Box Classifiers in Adversarial Domains
Authors: Tegjyot Singh Sethi, Mehmed Kantardzic | Published: 2017-03-23
Implicit Sensor-based Authentication of Smartphone Users with Smartwatch
Authors: Wei-Han Lee, Ruby Lee | Published: 2017-03-10