How to Combine Membership-Inference Attacks on Multiple Updated Models
Authors: Matthew Jagielski, Stanley Wu, Alina Oprea, Jonathan Ullman, Roxana Geambasu | Published: 2022-05-12
Performance Evaluation
Extensible Machine Learning for Encrypted Network Traffic Application Labeling via Uncertainty Quantification
Authors: Steven Jorgensen, John Holodnak, Jensen Dempsey, Karla de Souza, Ananditha Raghunath, Vernon Rivet, Noah DeMoes, Andrés Alejos, Allan Wollaber | Published: 2022-05-11 | Updated: 2023-10-06
DNS based In-Browser Cryptojacking Detection
Authors: Rohit Kumar Sachan, Rachit Agarwal, Sandeep Kumar Shukla | Published: 2022-05-10
On Generalisability of Machine Learning-based Network Intrusion Detection Systems
Authors: Siamak Layeghy, Marius Portmann | Published: 2022-05-09
Ensemble Classifier Design Tuned to Dataset Characteristics for Network Intrusion Detection
Authors: Zeinab Zoghi, Gursel Serpen | Published: 2022-05-08
Towards an AI-Driven Universal Anti-Jamming Solution with Convolutional Interference Cancellation Network
Authors: Hai N. Nguyen, Guevara Noubir | Published: 2022-03-18
Machine Learning for Encrypted Malicious Traffic Detection: Approaches, Datasets and Comparative Study
Authors: Zihao Wang, Kar-Wai Fok, Vrizlynn L. L. Thing | Published: 2022-03-17
Evaluation of Machine Learning Algorithms in Network-Based Intrusion Detection System
Authors: Tuan-Hong Chua, Iftekhar Salam | Published: 2022-03-10
Hunter in the Dark: Discover Anomalous Network Activity Using Deep Ensemble Network
Authors: Shiyi Yang, Hui Guo, Nour Moustafa | Published: 2021-05-19 | Updated: 2021-09-01
QUAC-TRNG: High-Throughput True Random Number Generation Using Quadruple Row Activation in Commodity DRAM Chips
Authors: Ataberk Olgun, Minesh Patel, A. Giray Yağlıkçı, Haocong Luo, Jeremie S. Kim, Nisa Bostancı, Nandita Vijaykumar, Oğuz Ergin, Onur Mutlu | Published: 2021-05-19 | Updated: 2021-05-25