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Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-based Network Intrusion Detection
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Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-based Network Intrusion Detection

Mohanad Sarhan
S. Layeghy
Marius Portmann
ArXiv (abs)PDFHTML

Papers citing "Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-based Network Intrusion Detection"

8 / 8 papers shown
Title
Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems
Majed Luay
S. Layeghy
Seyedehfaezeh Hosseininoorbin
Mohanad Sarhan
Nour Moustafa
Marius Portmann
75
1
0
06 Mar 2025
The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems
The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems
Giovanni Apruzzese
Luca Pajola
Mauro Conti
62
55
0
09 Mar 2022
Modeling Realistic Adversarial Attacks against Network Intrusion Detection Systems
Modeling Realistic Adversarial Attacks against Network Intrusion Detection Systems
Giovanni Apruzzese
M. Andreolini
Luca Ferretti
Mirco Marchetti
M. Colajanni
AAML
78
108
0
17 Jun 2021
Explaining Network Intrusion Detection System Using Explainable AI Framework
Explaining Network Intrusion Detection System Using Explainable AI Framework
Shraddha Mane
Dattaraj J. Rao
AAML
51
71
0
12 Mar 2021
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
Alejandro Barredo Arrieta
Natalia Díaz Rodríguez
Javier Del Ser
Adrien Bennetot
Siham Tabik
...
S. Gil-Lopez
Daniel Molina
Richard Benjamins
Raja Chatila
Francisco Herrera
XAI
121
6,269
0
22 Oct 2019
Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset
Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset
Nickolaos Koroniotis
Nour Moustafa
E. Sitnikova
B. Turnbull
56
1,227
0
02 Nov 2018
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning
Battista Biggio
Fabio Roli
AAML
130
1,410
0
08 Dec 2017
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
1.1K
21,939
0
22 May 2017

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