Ashish Gupta

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Multivariate Time Series

Top Venues

IEEE Trans. Mob. Comput.

INFOCOM Workshops

IEEE Trans. Artif. Intell.

Publications

Andrea Augello, Ashish Gupta, Giuseppe Lo Re, Sajal Kumar Das
Tackling Selfish Clients in Federated Learning. CoRR (2024)
Ashish Gupta, George Markowsky, Sajal K. Das
Is Performance Fairness Achievable in Presence of Attackers Under Federated Learning? ECAI (2023)
Ashish Gupta, Hari Prabhat Gupta, Sajal K. Das
FedAR+: A Federated Learning Approach to Appliance Recognition with Mislabeled Data in Residential Environments. ICCPS (2023)
Rahul Mishra, Ashish Gupta, Hari Prabhat Gupta
Locomotion Mode Recognition Using Sensory Data With Noisy Labels: A Deep Learning Approach. IEEE Trans. Mob. Comput. 22 (6) (2023)
Priyesh Ranjan, Ashish Gupta, Federico Coro, Sajal K. Das
Robust Federated Learning against Backdoor Attackers. INFOCOM Workshops (2023)
Vishesh Kumar Tanwar, Ashish Gupta, Sanjay Madria, Sajal K. Das
Preserving Privacy in Image Database through Bit-planes Obfuscation. ICDEW (2023)
Priyesh Ranjan, Ashish Gupta, Federico Corò, Sajal K. Das
Securing Federated Learning against Overwhelming Collusive Attackers. CoRR (2022)
Ashish Gupta, Tie Luo, Mao V. Ngo, Sajal K. Das
Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning. CoRR (2022)
Priyesh Ranjan, Ashish Gupta, Federico Coro, Sajal K. Das
Securing Federated Learning against Overwhelming Collusive Attackers. GLOBECOM (2022)
Ashish Gupta, Tie Luo, Mao V. Ngo, Sajal K. Das
Long-Short History of Gradients Is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning. ESORICS (3) (2022)
Priyesh Ranjan, Federico Corò, Ashish Gupta, Sajal K. Das
Leveraging Spanning Tree to Detect Colluding Attackers in Federated Learning. INFOCOM Workshops (2022)
Rahul Mishra, Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta
A Sensors Based Deep Learning Model for Unseen Locomotion Mode Identification using Multiple Semantic Matrices. IEEE Trans. Mob. Comput. 21 (3) (2022)
Ashish Gupta, Hari Prabhat Gupta, Sajal K. Das
FedAR+: A Federated Learning Approach to Appliance Recognition with Mislabeled Data in Residential Buildings. CoRR (2022)
Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta
A Fault-Tolerant Early Classification Approach for Human Activities Using Multivariate Time Series. IEEE Trans. Mob. Comput. 20 (5) (2021)
Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas
Early Classification Approaches for Sensors Generated Multivariate Time Series with Different Challenges. ICDCN (2021)
Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta
A Deep Learning based Traffic Flow Classification with Just a Few Packets. INFOCOM Workshops (2021)
Ashish Gupta, Hari Prabhat Gupta
YogaHelp: Leveraging Motion Sensors for Learning Correct Execution of Yoga With Feedback. IEEE Trans. Artif. Intell. 2 (4) (2021)
Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta
An Unseen Fault Classification Approach for Smart Appliances Using Ongoing Multivariate Time Series. IEEE Trans. Ind. Informatics 17 (6) (2021)
Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta
Towards Identifying Internet Applications Using Early Classification of Traffic Flow. Networking (2021)
Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta
A Divide-and-Conquer-based Early Classification Approach for Multivariate Time Series with Different Sampling Rate Components in IoT. ACM Trans. Internet Things 1 (2) (2020)
Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta, Sajal K. Das
Towards Identifying Alien Appliances using Semantic Information. BuildSys@SenSys (2020)
Surbhi Saraswat, Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta
An Incremental Learning Based Gesture Recognition System for Consumer Devices Using Edge-Fog Computing. IEEE Trans. Consumer Electron. 66 (1) (2020)
Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta
Approaches and Applications of Early Classification of Time Series: A Review. CoRR (2020)
Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta
An Early Classification Approach for Multivariate Time Series of On-Vehicle Sensors in Transportation. IEEE Trans. Intell. Transp. Syst. 21 (12) (2020)
Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta
Approaches and Applications of Early Classification of Time Series: A Review. IEEE Trans. Artif. Intell. 1 (1) (2020)
Surbhi Saraswat, Vishal Agarwal, Hari Prabhat Gupta, Rahul Mishra, Ashish Gupta, Tanima Dutta
Challenges and solutions in Software Defined Networking: A survey. J. Netw. Comput. Appl. 141 (2019)
Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta
Early Classification Approach for Multivariate Time Series using Sensors of Different Sampling Rate. SECON (2019)
Ashish Gupta, Rajdeep Pal, Rahul Mishra, Hari Prabhat Gupta, Tanima Dutta, Priyank Hirani
Game Theory based Early Classification of Rivers using Time Series Data. WF-IoT (2019)
Manu Agrawal, Kartik Manchanda, Akshita Agarwal, Surbhi Saraswat, Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta
A Supervised Approach-based Job Scheduling Technique for Distributed Real-Time Systems. ANTS (2018)
Ashish Gupta, Hari Prabhat Gupta, Preti Kumari, Rahul Mishra, Surbhi Saraswat, Tanima Dutta
A Real-time Precision Agriculture Monitoring System using Mobile Sink in WSNs. ANTS (2018)
Shailaja C. Patil, Ashish Gupta, Mukesh A. Zaveri
Recovery of Lost Target Using Target Tracking in Event Driven Clustered Wireless Sensor Network. J. Comput. Networks Commun. 2014 (2014)
Shailaja C. Patil, Ashish Gupta, Mukesh A. Zaveri
Efficient Target Recovery in Wireless Sensor Network. ACITY (1) (2012)