Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks
Authors: Natasha Alkhatib, Maria Mushtaq, Hadi Ghauch, Jean-Luc Danger | Published: 2022-01-31 | Updated: 2022-04-25
深層学習に基づくIDS
Machine Learning Interpretability Meets TLS Fingerprinting
Authors: Mahdi Jafari Siavoshani, Amir Hossein Khajepour, Amirmohammad Ziaei, Amir Ali Gatmiri, Ali Taheri | Published: 2020-11-12 | Updated: 2021-09-12
EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks
Authors: Sanchari Sen, Balaraman Ravindran, Anand Raghunathan | Published: 2020-04-21
Network Intrusion Detection based on LSTM and Feature Embedding
Authors: Hyeokmin Gwon, Chungjun Lee, Rakun Keum, Heeyoul Choi | 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
Deep Learning in steganography and steganalysis from 2015 to 2018
Authors: Marc Chaumont | Published: 2019-03-31 | Updated: 2019-10-16
Deep-Net: Deep Neural Network for Cyber Security Use Cases
Authors: Vinayakumar R, Barathi Ganesh HB, Prabaharan Poornachandran, Anand Kumar M, Soman KP | Published: 2018-12-09
How Robust are Deep Neural Networks?
Authors: Biswa Sengupta, Karl J. Friston | Published: 2018-04-30