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
研究方法論
Adversarial Attack with Pattern Replacement
Authors: Ziang Dong, Liang Mao, Shiliang Sun | Published: 2019-11-25
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
Universal adversarial examples in speech command classification
Authors: Jon Vadillo, Roberto Santana | Published: 2019-11-22 | Updated: 2021-02-13
Attack Agnostic Statistical Method for Adversarial Detection
Authors: Sambuddha Saha, Aashish Kumar, Pratyush Sahay, George Jose, Srinivas Kruthiventi, Harikrishna Muralidhara | Published: 2019-11-22
Optimal Explanations of Linear Models
Authors: Dimitris Bertsimas, Arthur Delarue, Patrick Jaillet, Sebastien Martin | Published: 2019-07-08
Capacity Bounded Differential Privacy
Authors: Kamalika Chaudhuri, Jacob Imola, Ashwin Machanavajjhala | Published: 2019-07-03
Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts
Authors: Xiaoyu Du, Mark Scanlon | Published: 2019-07-02
Machine Learning for Intelligent Authentication in 5G-and-Beyond Wireless Networks
Authors: He Fang, Xianbin Wang, Stefano Tomasin | Published: 2019-06-30 | Updated: 2019-07-28
advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch
Authors: Gavin Weiguang Ding, Luyu Wang, Xiaomeng Jin | Published: 2019-02-20