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Osvaldo Arreche

Orcid: 0000-0001-8007-754X

According to our database1, Osvaldo Arreche authored at least 7 papers between 2024 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

2024
2025
0
1
2
3
4
5
6
2
5

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security.
[BibTeX]
[DOI]
Osvaldo Arreche
,
Mustafa Abdallah
CoRR, January, 2025

A systematic evaluation of white-box explainable AI methods for anomaly detection in IoT systems.
[BibTeX]
[DOI]
Anna Namrita Gummadi
,
Osvaldo Arreche
,
Mustafa Abdallah
Internet Things, 2025

2024
On Evaluating Black-Box Explainable AI Methods for Enhancing Anomaly Detection in Autonomous Driving Systems.
[BibTeX]
[DOI]
Sazid Nazat
,
Osvaldo Arreche
,
Mustafa Abdallah
Sensors, June, 2024

A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems.
[BibTeX]
[DOI]
Ismail Bibers
,
Osvaldo Arreche
,
Mustafa Abdallah
CoRR, 2024

XAI-based Feature Selection for Improved Network Intrusion Detection Systems.
[BibTeX]
[DOI]
Osvaldo Arreche
,
Tanish R. Guntur
,
Mustafa Abdallah
CoRR, 2024

E-XAI: Evaluating Black-Box Explainable AI Frameworks for Network Intrusion Detection.
[BibTeX]
[DOI]
Osvaldo Arreche
,
Tanish R. Guntur
,
Jack W. Roberts
,
Mustafa Abdallah
IEEE Access, 2024

A Two-Level Ensemble Learning Framework for Enhancing Network Intrusion Detection Systems.
[BibTeX]
[DOI]
Osvaldo Arreche
,
Ismail Bibers
,
Mustafa Abdallah
IEEE Access, 2024


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