Duan, E. ., & Garlan, D. . (2024). Adaptive Dual-Layer DDoS Mitigation using Autoencoder and Reinforcement Learning. In IEEE SEAMS.
First name
David
Last name
Garlan
Sousa, B. ., Dias, D. ., Antunes, N. ., amara, J. ., Wagner, R. ., Schmerl, B. ., … Fidalgo, P. . (2024). MONDEO-Tactics5G: Multistage botnet detection and tactics for 5G/6G networks. Computers & Security, 140. (Original work published 2024)
Mendes, P. ., Romano, P. ., & Garlan, D. . (2024). Hyper-parameter Tuning for Adversarially Robust Models. In AISafety 2024. Jeju, South Korea.
Mendes, P. ., Romano, P. ., & Garlan, D. . (2024). Error-Driven Uncertainty Aware Training. In 27th European Conference on Artificial Intelligence.
Casimiro, M. ., Soares, D. ., Garlan, D. ., Rodrigues, L. ., & Romano, P. . (2024). Self-Adapting Machine Learning-based Systems via a Probabilistic Model Checking Framework. ACM Transactions on Autonomous and Adaptive Systems. (Original work published 2024)
Casimiro, M. ., Romano, P. ., Garlan, D. ., & Rodrigues, L. . (2022). Towards a Framework for Adapting Machine Learning Components. In 2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) (p. 131—140).