Dumindu Samaraweera

According to our database, Dumindu Samaraweera authored at least 7 papers between 2025 and 2026.

Collaborative distances:

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

2026

Building Trust in the Skies: A Knowledge-Grounded LLM-based Framework for Aviation Safety.

Anirudh Iyengar, Alisa Tiselska, Dumindu Samaraweera, Hong Liu

CoRR, April, 2026

2025

Advancing Practical Homomorphic Encryption for Federated Learning: Theoretical Guarantees and Efficiency Optimizations.

Ren-Yi Huang, Dumindu Samaraweera, Prashant Shekhar, J. Morris Chang

CoRR, September, 2025

Secure Distributed Learning for CAVs: Defending Against Gradient Leakage with Leveled Homomorphic Encryption.

Muhammad Ali Najjar, Ren-Yi Huang, Dumindu Samaraweera, Prashant Shekhar

CoRR, June, 2025

Exploiting Meta-Learning-based Poisoning Attacks for Graph Link Prediction.

Mingchen Li, Di Zhuang, Keyu Chen, Dumindu Samaraweera, Morris Chang

CoRR, April, 2025

Cross-Model Transferability of Adversarial Patches in Real-time Segmentation for Autonomous Driving.

Prashant Shekhar, Bidur Devkota, Dumindu Samaraweera, Laxima Niure Kandel, Manoj Babu

CoRR, February, 2025

Do Adversarial Patches Generalize? Attack Transferability Study Across Real-Time Segmentation Models in Autonomous Vehicles.

Prashant Shekhar, Bidur Devkota, Dumindu Samaraweera, Laxima Niure Kandel, Manoj Babu

Proceedings of the 2025 IEEE Security and Privacy, 2025

Exploiting Meta-Learning-Based Poisoning Attacks for Graph Link Prediction.

Mingchen Li, Di Zhuang, Keyu Chen, Dumindu Samaraweera, J. Morris Chang

Proceedings of the IEEE International Conference on Big Data, 2025