On the Privacy Risks of Algorithmic Fairness
Authors: Hongyan Chang, Reza Shokri | Published: 2020-11-07 | Updated: 2021-04-07
Model Performance Evaluation
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
mm-Pose: Real-Time Human Skeletal Posture Estimation using mmWave Radars and CNNs
Authors: Arindam Sengupta, Feng Jin, Renyuan Zhang, Siyang Cao | Published: 2019-11-21
The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities
Authors: Faranak Abri, Sima Siami-Namini, Mahdi Adl Khanghah, Fahimeh Mirza Soltani, Akbar Siami Namin | Published: 2019-11-21