Alka Luqman

According to our database, Alka Luqman authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

A Systematic Approach Toward Robust Perception in (Semi-)Autonomous Vehicles.

Tu Anh Ngo, Alka Luqman, Jonathan Chan Chew Meng, Anupam Chattopadhyay

Computer, November, 2024

TravellingFL: Communication Efficient Peer-to-Peer Federated Learning.

Vansh Gupta, Alka Luqman, Nandish Chattopadhyay, Anupam Chattopadhyay, Dusit Niyato

IEEE Trans. Veh. Technol., April, 2024

Federated Learning Optimization: A Comparative Study of Data and Model Exchange Strategies in Dynamic Networks.

Alka Luqman, Yeow Wei Liang Brandon, Anupam Chattopadhyay

CoRR, 2024

PeerFL: A Simulator for Peer-to-Peer Federated Learning at Scale.

Alka Luqman, Shivanshu Shekhar, Anupam Chattopadhyay

CoRR, 2024

Privacy and Security Implications of Cloud-Based AI Services : A Survey.

Alka Luqman, Riya Mahesh, Anupam Chattopadhyay

CoRR, 2024

2023

Membership Inference Vulnerabilities in Peer-to-Peer Federated Learning.

Alka Luqman, Anupam Chattopadhyay, Kwok-Yan Lam

Proceedings of the 2023 Secure and Trustworthy Deep Learning Systems Workshop, 2023