ShadowNet: A Secure and Efficient On-device Model Inference System for Convolutional Neural Networks
Authors: Zhichuang Sun, Ruimin Sun, Changming Liu, Amrita Roy Chowdhury, Long Lu, Somesh Jha | Published: 2020-11-11 | Updated: 2023-07-06
モデル性能評価
Efficient and Transferable Adversarial Examples from Bayesian Neural Networks
Authors: Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen | Published: 2020-11-10 | Updated: 2022-06-18
On the Privacy Risks of Algorithmic Fairness
Authors: Hongyan Chang, Reza Shokri | Published: 2020-11-07 | Updated: 2021-04-07
Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift
Authors: Federico Barbero, Feargus Pendlebury, Fabio Pierazzi, Lorenzo Cavallaro | Published: 2020-10-08 | Updated: 2024-01-08
Android Botnet Detection using Convolutional Neural Networks
Authors: Sina Hojjatinia, Sajad Hamzenejadi, Hadis Mohseni | Published: 2019-11-27
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning
Authors: Minghong Fang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong | Published: 2019-11-26 | Updated: 2021-11-21
Defending Against Adversarial Machine Learning
Authors: Alison Jenkins | 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
Transaction Confirmation Time Prediction in Ethereum Blockchain Using Machine Learning
Authors: Harsh Jot Singh, Abdelhakim Senhaji Hafid | Published: 2019-11-25
DL-Droid: Deep learning based android malware detection using real devices
Authors: Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer | Published: 2019-11-22