SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection

30 April 2023

Papers citing "SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection"

11 / 11 papers shown

Title
Traffic Modeling for Network Security and Privacy: Challenges Ahead Dinil Mon Divakaran AAML 61 0 0 28 Mar 2025
Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems Majed Luay S. Layeghy Seyedehfaezeh Hosseininoorbin Mohanad Sarhan Nour Moustafa Marius Portmann 55 0 0 06 Mar 2025
Evaluating The Explainability of State-of-the-Art Deep Learning-based Network Intrusion Detection Systems Ayush Kumar V. Thing 55 0 0 21 Feb 2025
Evaluating Large Language Models' Capability to Launch Fully Automated Spear Phishing Campaigns: Validated on Human Subjects Fred Heiding Simon Lermen Andrew Kao B. Schneier A. Vishwanath 72 8 0 30 Nov 2024
On the use of neurosymbolic AI for defending against cyber attacks G. Grov Jonas Halvorsen Magnus Wiik Eckhoff Bjørn Jervell Hansen Martin Eian Vasileios Mavroeidis AAML NAI 35 0 0 09 Aug 2024
SoK: Evaluations in Industrial Intrusion Detection Research Olav Lamberts Konrad Wolsing Eric Wagner Jan Pennekamp Jan Bauer Klaus Wehrle Martin Henze 30 6 0 06 Nov 2023
Assessing the Impact of a Supervised Classification Filter on Flow-based Hybrid Network Anomaly Detection Dominik Macko Patrik Goldschmidt Peter Pistek Daniela Chudá 8 0 0 10 Oct 2023
A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels R. Joyce Edward Raff Charles K. Nicholas 43 16 0 23 Sep 2021
Can We Leverage Predictive Uncertainty to Detect Dataset Shift and Adversarial Examples in Android Malware Detection? Deqiang Li Tian Qiu Shuo Chen Qianmu Li Shouhuai Xu AAML 75 12 0 20 Sep 2021
Towards a Robust and Trustworthy Machine Learning System Development: An Engineering Perspective Pulei Xiong Scott Buffett Shahrear Iqbal Philippe Lamontagne M. Mamun Heather Molyneaux OOD 36 15 0 08 Jan 2021
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 295 10,618 0 19 Feb 2017