K. Naveen Kumar

According to our database, K. Naveen Kumar authored at least 11 papers between 2020 and 2025.

Collaborative distances:

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

2025

Federated Learning Minimal Model Replacement Attack Using Optimal Transport: An Attacker Perspective.

K. Naveen Kumar, C. Krishna Mohan, Linga Reddy Cenkeramaddi

IEEE Trans. Inf. Forensics Secur., 2025

Minimal data poisoning attack in federated learning for medical image classification: An attacker perspective.

K. Naveen Kumar, C. Krishna Mohan, Linga Reddy Cenkeramaddi, Navchetan Awasthi

Artif. Intell. Medicine, 2025

2024

Towards a Transitional Weather Scene Recognition Approach for Autonomous Vehicles.

Madhavi Kondapally, Kummari Naveen Kumar, Chalavadi Vishnu, C. Krishna Mohan

IEEE Trans. Intell. Transp. Syst., June, 2024

The Impact of Adversarial Attacks on Federated Learning: A Survey.

Kummari Naveen Kumar, Chalavadi Krishna Mohan, Linga Reddy Cenkeramaddi

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

TSANet: Forecasting traffic congestion patterns from aerial videos using graphs and transformers.

K. Naveen Kumar, Debaditya Roy, Thakur Ashutosh Suman, Chalavadi Vishnu, C. Krishna Mohan

Pattern Recognit., 2024

Object Detection in Transitional Weather Conditions for Autonomous Vehicles.

Madhavi Kondapally, K. Naveen Kumar, C. Krishna Mohan

Proceedings of the International Joint Conference on Neural Networks, 2024

Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space.

K. Naveen Kumar, Reshmi Mitra, C. Krishna Mohan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Precision Guided Approach to Mitigate Data Poisoning Attacks in Federated Learning.

K. Naveen Kumar, C. Krishna Mohan, Aravind Machiry

Proceedings of the Fourteenth ACM Conference on Data and Application Security and Privacy, 2024

2022

Open-air Off-street Vehicle Parking Management System Using Deep Neural Networks: A Case Study.

K. Naveen Kumar, Digvijay S. Pawar, C. Krishna Mohan

Proceedings of the 14th International Conference on COMmunication Systems & NETworkS, 2022

2020

Defining Traffic States using Spatio-temporal Traffic Graphs.

Debaditya Roy, K. Naveen Kumar, C. Krishna Mohan

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Black-box Adversarial Attacks in Autonomous Vehicle Technology.

K. Naveen Kumar, Chalavadi Vishnu, Reshmi Mitra, C. Krishna Mohan

Proceedings of the 49th IEEE Applied Imagery Pattern Recognition Workshop, 2020