Performance Evaluation

Towards an AI-Driven Universal Anti-Jamming Solution with Convolutional Interference Cancellation Network

Authors: Hai N. Nguyen, Guevara Noubir | Published: 2022-03-18
Performance Evaluation
Wireless Channel Detection
Communication Model

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
Data Management System
Performance Evaluation
Machine Learning Algorithm

Evaluation of Machine Learning Algorithms in Network-Based Intrusion Detection System

Authors: Tuan-Hong Chua, Iftekhar Salam | Published: 2022-03-10
Performance Evaluation
Deep Learning Method
Feature Engineering

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
ML-Based IDS
Performance Evaluation
Deep Learning Technology

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
Data Management System
Performance Evaluation
Memory Management Method

Adversarial Examples Detection with Bayesian Neural Network

Authors: Yao Li, Tongyi Tang, Cho-Jui Hsieh, Thomas C. M. Lee | Published: 2021-05-18 | Updated: 2024-02-23
Performance Evaluation
Adversarial Example
Adversarial Attack Detection

PassFlow: Guessing Passwords with Generative Flows

Authors: Giulio Pagnotta, Dorjan Hitaj, Fabio De Gaspari, Luigi V. Mancini | Published: 2021-05-13 | Updated: 2021-12-14
Password Guessing
Performance Evaluation
Generative Model

Automated Software Vulnerability Assessment with Concept Drift

Authors: Triet H. M. Le, Bushra Sabir, M. Ali Babar | Published: 2021-03-21
Performance Evaluation
Concept Drift
Vulnerability Analysis

Modeling Multivariate Cyber Risks: Deep Learning Dating Extreme Value Theory

Authors: Mingyue Zhang Wu, Jinzhu Luo, Xing Fang, Maochao Xu, Peng Zhao | Published: 2021-03-15
Performance Evaluation
Risk Assessment Method
Deep Learning Technology

On Ensemble Learning

Authors: Mark Stamp, Aniket Chandak, Gavin Wong, Allen Ye | Published: 2021-03-07
Performance Evaluation
Machine Learning Application
Evaluation Method