K. Naveen Kumar

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