Akshayvarun Subramanya

Joined

July 2019

Names

Akshayvarun Subramanya (Preferred)

Emails

****@umbc.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Maryland, Baltimore County (umbc.edu)

2017 – 2022

Undergrad student

PESIT, Bangalore, India (pes.edu)

2012 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

Few-shot learning

2019 – 2022

Adversarial robustness

,

Explainable AI

2017 – 2022

Publications

Are vision transformers more robust than CNNs for Backdoor attacks?
Akshayvarun Subramanya, Aniruddha Saha, Soroush Abbasi Koohpayegani, Ajinkya Tejankar, Hamed Pirsiavash
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
A Simple Approach to Adversarial Robustness in Few-shot Image Classification
Akshayvarun Subramanya, Hamed Pirsiavash
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Role of Spatial Context in Adversarial Robustness for Object Detection
Aniruddha Saha, Akshayvarun Subramanya, Koninika Patil, Hamed Pirsiavash
- 2020 (modified: 02 Nov 2022)
- CVPR Workshops 2020
- Readers: Everyone
Hidden Trigger Backdoor Attacks
Aniruddha Saha, Akshayvarun Subramanya, Hamed Pirsiavash
- 2020 (modified: 02 Nov 2022)
- AAAI 2020
- Readers: Everyone
Fooling Network Interpretation in Image Classification
Akshayvarun Subramanya, Vipin Pillai, Hamed Pirsiavash
- 2019 (modified: 02 Nov 2022)
- ICCV 2019
- Readers: Everyone
Hidden Trigger Backdoor Attacks
Aniruddha Saha, Akshayvarun Subramanya, Hamed Pirsiavash
- 2019 (modified: 27 Sept 2024)
- CoRR 2019
- Readers: Everyone
Adversarial Patches Exploiting Contextual Reasoning in Object Detection
Aniruddha Saha, Akshayvarun Subramanya, Koninika Patil, Hamed Pirsiavash
- 2019 (modified: 27 Sept 2024)
- CoRR 2019
- Readers: Everyone
BatchOut: Batch-level feature augmentation to improve robustness to adversarial examples
Akshayvarun Subramanya, Konda Reddy Mopuri, R. Venkatesh Babu
- 2018 (modified: 07 Nov 2022)
- ICVGIP 2018
- Readers: Everyone
Estimating Confidence for Deep Neural Networks through Density modeling
Akshayvarun Subramanya, Suraj Srinivas, R. Venkatesh Babu
- 2018 (modified: 28 Jan 2025)
- SPCOM 2018
- Readers: Everyone
Towards Hiding Adversarial Examples from Network Interpretation
Akshayvarun Subramanya, Vipin Pillai, Hamed Pirsiavash
- 2018 (modified: 02 Nov 2022)
- CoRR 2018
- Readers: Everyone

View all 12 publications

Co-Authors