Ashish Gupta

According to our database, Ashish Gupta authored at least 31 papers between 2012 and 2024.

Collaborative distances:

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

2024

Tackling Selfish Clients in Federated Learning.

Andrea Augello, Ashish Gupta, Giuseppe Lo Re, Sajal K. Das

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Locomotion Mode Recognition Using Sensory Data With Noisy Labels: A Deep Learning Approach.

Rahul Mishra, Ashish Gupta, Hari Prabhat Gupta

IEEE Trans. Mob. Comput., June, 2023

Smart Connected Farms and Networked Farmers to Tackle Climate Challenges Impacting Agricultural Production.

Behzad J. Balabaygloo, Barituka Bekee, Samuel W. Blair, Suzanne Fey, Fateme Fotouhi, Ashish Gupta, Kevin Menke, Anusha Vangala, Jorge C. M. Palomares, Aaron Prestholt, Vishesh Kumar Tanwar, Xu Tao, Matthew E. Carroll, Sajal K. Das, Gil Depaula, Peter Kyveryga, Soumik Sarkar, Michelle Segovia, Simone Sylvestri, Corinne Valdivia, Asheesh K. Singh

CoRR, 2023

Robust Federated Learning against Backdoor Attackers.

Priyesh Ranjan, Ashish Gupta, Federico Coro, Sajal K. Das

Proceedings of the IEEE INFOCOM 2023, 2023

Preserving Privacy in Image Database through Bit-planes Obfuscation.

Vishesh Kumar Tanwar, Ashish Gupta, Sanjay Madria, Sajal K. Das

Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

FedAR+: A Federated Learning Approach to Appliance Recognition with Mislabeled Data in Residential Environments.

Ashish Gupta, Hari Prabhat Gupta, Sajal K. Das

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Is Performance Fairness Achievable in Presence of Attackers Under Federated Learning?

Ashish Gupta, George Markowsky, Sajal K. Das

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

A Sensors Based Deep Learning Model for Unseen Locomotion Mode Identification using Multiple Semantic Matrices.

Rahul Mishra, Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta

IEEE Trans. Mob. Comput., 2022

FedAR+: A Federated Learning Approach to Appliance Recognition with Mislabeled Data in Residential Buildings.

Ashish Gupta, Hari Prabhat Gupta, Sajal K. Das

CoRR, 2022

Leveraging Spanning Tree to Detect Colluding Attackers in Federated Learning.

Priyesh Ranjan, Federico Corò, Ashish Gupta, Sajal K. Das

Proceedings of the IEEE INFOCOM 2022, 2022

Securing Federated Learning against Overwhelming Collusive Attackers.

Priyesh Ranjan, Ashish Gupta, Federico Coro, Sajal K. Das

Proceedings of the IEEE Global Communications Conference, 2022

Long-Short History of Gradients Is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning.

Ashish Gupta, Tie Luo, Mao V. Ngo, Sajal K. Das

Proceedings of the Computer Security - ESORICS 2022, 2022

2021

A Fault-Tolerant Early Classification Approach for Human Activities Using Multivariate Time Series.

Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta

IEEE Trans. Mob. Comput., 2021

An Unseen Fault Classification Approach for Smart Appliances Using Ongoing Multivariate Time Series.

Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta

IEEE Trans. Ind. Informatics, 2021

YogaHelp: Leveraging Motion Sensors for Learning Correct Execution of Yoga With Feedback.

Ashish Gupta, Hari Prabhat Gupta

IEEE Trans. Artif. Intell., 2021

Towards Identifying Internet Applications Using Early Classification of Traffic Flow.

Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta

Proceedings of the IFIP Networking Conference, 2021

A Deep Learning based Traffic Flow Classification with Just a Few Packets.

Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Early Classification Approaches for Sensors Generated Multivariate Time Series with Different Challenges.

Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas

Proceedings of the ICDCN '21: International Conference on Distributed Computing and Networking, 2021

2020

Accelerometer, Gyroscope, and Magnetometer Sensors based Data for Recognizing Handwritten Digits.

Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta, Rahul Mishra, Ramakant Kumar

Dataset, April, 2020

An Early Classification Approach for Multivariate Time Series of On-Vehicle Sensors in Transportation.

Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta

IEEE Trans. Intell. Transp. Syst., 2020

A Divide-and-Conquer-based Early Classification Approach for Multivariate Time Series with Different Sampling Rate Components in IoT.

Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta

ACM Trans. Internet Things, 2020

An Incremental Learning Based Gesture Recognition System for Consumer Devices Using Edge-Fog Computing.

Surbhi Saraswat, Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta

IEEE Trans. Consumer Electron., 2020

Approaches and Applications of Early Classification of Time Series: A Review.

Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta

IEEE Trans. Artif. Intell., 2020

Towards Identifying Alien Appliances using Semantic Information.

Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta, Sajal K. Das

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

2019

Challenges and solutions in Software Defined Networking: A survey.

Surbhi Saraswat, Vishal Agarwal, Hari Prabhat Gupta, Rahul Mishra, Ashish Gupta, Tanima Dutta

J. Netw. Comput. Appl., 2019

Game Theory based Early Classification of Rivers using Time Series Data.

Ashish Gupta, Rajdeep Pal, Rahul Mishra, Hari Prabhat Gupta, Tanima Dutta, Priyank Hirani

Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

Early Classification Approach for Multivariate Time Series using Sensors of Different Sampling Rate.

Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta

Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

2018

A Real-time Precision Agriculture Monitoring System using Mobile Sink in WSNs.

Ashish Gupta, Hari Prabhat Gupta, Preti Kumari, Rahul Mishra, Surbhi Saraswat, Tanima Dutta

Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2018

A Supervised Approach-based Job Scheduling Technique for Distributed Real-Time Systems.

Manu Agrawal, Kartik Manchanda, Akshita Agarwal, Surbhi Saraswat, Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta

Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2018

2014

Recovery of Lost Target Using Target Tracking in Event Driven Clustered Wireless Sensor Network.

Shailaja C. Patil, Ashish Gupta, Mukesh A. Zaveri

J. Comput. Networks Commun., 2014

2012

Efficient Target Recovery in Wireless Sensor Network.

Shailaja C. Patil, Ashish Gupta, Mukesh A. Zaveri

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012