Priscila Silva

According to our database, Priscila Silva authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Regression and Time Series Mixture Approaches to Predict System Performance and Assess Resilience.

Priscila Silva, Gaspard Baye, Mindy Hotchkiss, Gökhan Kul, Nathaniel D. Bastian, Lance Fiondella

IEEE Trans. Reliab., September, 2025

Bridging the Data Gap in AI Reliability Research and Establishing DR-AIR, a Comprehensive Data Repository for AI Reliability.

Simin Zheng, Jared M. Clark, Fatemeh Salboukh, Priscila Silva, Karen da Mata, Fenglian Pan, Jie Min, Jiayi Lian, Caleb B. King, Lance Fiondella, Jian Liu, Xinwei Deng, Yili Hong

CoRR, February, 2025

2024

varMax: Towards Confidence-Based Zero-Day Attack Recognition.

Gaspard Baye, Priscila Silva, Alexandre Broggi, Nathaniel D. Bastian, Lance Fiondella, Gökhan Kul

Proceedings of the IEEE Military Communications Conference, 2024

Predicting F1-Scores of Classifiers in Network Intrusion Detection Systems.

Priscila Silva, Gaspard Baye, Alexandre Broggi, Nathaniel D. Bastian, Gökhan Kul, Lance Fiondella

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

Reliability Evaluation of CNN-enabled Systems in Adversarial Scenarios.

Karen da Mata, Zakaria Faddi, Priscila Silva, Vidhyashree Nagaraju, Susmita Ghosh, Gökhan Kul, Lance Fiondella

Proceedings of the International Conference on Assured Autonomy, 2024

2023

Predicting Resilience with Neural Networks.

Karen da Mata, Priscila Silva, Lance Fiondella

CoRR, 2023

Performance Analysis of Deep-Learning Based Open Set Recognition Algorithms for Network Intrusion Detection Systems.

Gaspard Baye, Priscila Silva, Alexandre Broggi, Lance Fiondella, Nathaniel D. Bastian, Gökhan Kul

Proceedings of the NOMS 2023, 2023

2022

Covariate Software Vulnerability Discovery Model to Support Cybersecurity Test & Evaluation (Practical Experience Report).

Julia Sorrentino, Priscila Silva, Gaspard Baye, Gökhan Kul, Lance Fiondella

Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

Predictive Resilience Modeling.

Priscila Silva

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022