Shubhajit Datta

According to our database, Shubhajit Datta authored at least 6 papers between 2012 and 2025.

Collaborative distances:

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

2025

Guardian of the Ensembles: Introducing Pairwise Adversarially Robust Loss for Resisting Adversarial Attacks in DNN Ensembles.

Shubhi Shukla, Subhadeep Dalui, Manaar Alam, Shubhajit Datta, Arijit Mondal, Debdeep Mukhopadhyay, Partha Pratim Chakrabarti

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Decision Guided Robust DL Classification of Adversarial Images Combining Weaker Defenses.

Shubhajit Datta, Manaar Alam, Arijit Mondal, Debdeep Mukhopadhyay, Partha Pratim Chakrabarti

IEEE J. Emerg. Sel. Topics Circuits Syst., December, 2024

Ignorance is not Bliss: A Novel Ensemble Method to Counter Adversarial Attacks on Deep Learning Models.

Shubhajit Datta, Manaar Alam, Arijit Mondal, Debdeep Mukhopadhyay, Partha P. Chakrabarti

Proceedings of the 8th International Conference on Data Science and Management of Data (12th ACM IKDD CODS and 30th COMAD), 2024

2022

Resisting Adversarial Attacks in Deep Neural Networks using Diverse Decision Boundaries.

Manaar Alam, Shubhajit Datta, Debdeep Mukhopadhyay, Arijit Mondal, Partha Pratim Chakrabarti

CoRR, 2022

2021

PARL: Enhancing Diversity of Ensemble Networks to Resist Adversarial Attacks via Pairwise Adversarially Robust Loss Function.

Manaar Alam, Shubhajit Datta, Debdeep Mukhopadhyay, Arijit Mondal, Partha Pratim Chakrabarti

CoRR, 2021

2012

ANP based vertical handover algorithm for vehicular communication.

Shubhajit Datta, Sourav Dhar, Rabindranath Bera, Amitava Ray

Proceedings of the 1st International Conference on Recent Advances in Information Technology, 2012