K. Naveen Kumar

16 papers A* 2B 1Misc 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Eyes on the Road, Words in the Changing Skies: Vision-Language Assistance for Autonomous Driving in Transitional Weather. Trans. Mach. Learn. Res. Madhavi Kondapally, K. Naveen Kumar, C. Krishna Mohan
2026	J	`jnl`	Optimal Transport Barycentric Aggregation for Byzantine-Resilient Federated Learning. IEEE Trans. Big Data K. Naveen Kumar, Srinivasa Rao Chalamala, Ajeet Kumar Singh, C. Krishna Mohan
2026	J	`jnl`	TWFNet: Introducing transitional weather conditions for autonomous driving with a spatio-temporal forecasting network. Pattern Recognit. Madhavi Kondapally, K. Naveen Kumar, C. Gayathri
2025	J	`jnl`	Federated Learning Minimal Model Replacement Attack Using Optimal Transport: An Attacker Perspective. IEEE Trans. Inf. Forensics Secur. K. Naveen Kumar, C. Krishna Mohan, Linga Reddy Cenkeramaddi
2025	A*	`conf`	Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution. CVPR K. Naveen Kumar, Ranjeet Ranjan Jha, C. Krishna Mohan, Ravindra Babu Tallamraju
2025	J	`jnl`	Minimal data poisoning attack in federated learning for medical image classification: An attacker perspective. Artif. Intell. Medicine K. Naveen Kumar, C. Krishna Mohan, Linga Reddy Cenkeramaddi, Navchetan Awasthi
2024	B	`conf`	Object Detection in Transitional Weather Conditions for Autonomous Vehicles. IJCNN Madhavi Kondapally, K. Naveen Kumar, C. Krishna Mohan
2024	—	`conf`	Precision Guided Approach to Mitigate Data Poisoning Attacks in Federated Learning. CODASPY K. Naveen Kumar, C. Krishna Mohan, Aravind Machiry
2024	A*	`conf`	Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space. CVPR K. Naveen Kumar, Reshmi Mitra, C. Krishna Mohan
2024	J	`jnl`	TSANet: Forecasting traffic congestion patterns from aerial videos using graphs and transformers. Pattern Recognit. K. Naveen Kumar, Debaditya Roy, Thakur Ashutosh Suman, Chalavadi Vishnu, C. Krishna Mohan
2024	—	`conf`	TransWardX: An Explainable Black-Box Object Detection Attack for Autonomous Driving in Transitional Weather Conditions. ICPR (Workshops and Challenges, 6) Madhavi Kondapally, K. Naveen Kumar, C. Krishna Mohan
2022	Misc	`conf`	Open-air Off-street Vehicle Parking Management System Using Deep Neural Networks: A Case Study. COMSNETS K. Naveen Kumar, Digvijay S. Pawar, C. Krishna Mohan
2021	J	`jnl`	Black-box Adversarial Attacks in Autonomous Vehicle Technology. CoRR K. Naveen Kumar, Chalavadi Vishnu, Reshmi Mitra, C. Krishna Mohan
2020	—	`conf`	Black-box Adversarial Attacks in Autonomous Vehicle Technology. AIPR K. Naveen Kumar, Chalavadi Vishnu, Reshmi Mitra, C. Krishna Mohan
2020	—	`conf`	Defining Traffic States using Spatio-temporal Traffic Graphs. ITSC Debaditya Roy, K. Naveen Kumar, C. Krishna Mohan
2020	J	`jnl`	Defining Traffic States using Spatio-temporal Traffic Graphs. CoRR Debaditya Roy, K. Naveen Kumar, C. Krishna Mohan