Aryya Gangopadhyay
University of Maryland, Baltimore County
H-index: 26
North America-United States
Top articles of Aryya Gangopadhyay
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Gradient Inversion Attacks on Acoustic Signals: Revealing Security Risks in Audio Recognition Systems | Pretom Roy Ovi Aryya Gangopadhyay | 2024/4/14 | |
TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices | arXiv preprint arXiv:2404.03574 | Hasib-Al Rashid Argho Sarkar Aryya Gangopadhyay Maryam Rahnemoonfar Tinoosh Mohsenin | 2024/4/4 |
Confident federated learning to tackle label flipped data poisoning attacks | Pretom Roy Ovi Aryya Gangopadhyay Robert F Erbacher Carl Busart | 2023/6/12 | |
Sam-vqa: Supervised attention-based visual question answering model for post-disaster damage assessment on remote sensing imagery | IEEE Transactions on Geoscience and Remote Sensing | Argho Sarkar Tashnim Chowdhury Robin Murphy Aryya Gangopadhyay Maryam Rahnemoonfar | 2023 |
A Comprehensive Study of Gradient Inversion Attacks in Federated Learning and Baseline Defense Strategies | Pretom Roy Ovi Aryya Gangopadhyay | 2023/3/22 | |
AirDrop: Towards Collaborative, Multi-Resolution Air-Ground Teaming for Terrain-Aware Navigation | Kasthuri Jayarajah Sean Gart Aryya Gangopadhyay | 2023/2/22 | |
Reproducible and portable big data analytics in the cloud | IEEE Transactions on Cloud Computing | Xin Wang Pei Guo Xingyan Li Aryya Gangopadhyay Carl E Busart | 2023/2/15 |
Enhancing Outdoor Moving Target Detection: Integrating Classical DSP with mmWave FMCW Radars in Dynamic Environments | Electronics | Debjyoti Chowdhury Nikhitha Vikram Melige Biplab Pal Aryya Gangopadhyay | 2023/12/16 |
Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks | Pretom Roy Ovi Emon Dey Nirmalya Roy Aryya Gangopadhyay | 2023 | |
Flood-ResNet50: Optimized Deep Learning Model for Efficient Flood Detection on Edge Device | Md Azim Khan Nadeem Ahmed Joyce Padela Muhammad Shehrose Raza Aryya Gangopadhyay | 2023/12/15 | |
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images | Journal of Digital Imaging | Sumeet Menon Jayalakshmi Mangalagiri Josh Galita Michael Morris Babak Saboury | 2023/8 |
Vision Transformer-based Real-Time Camouflaged Object Detection System at Edge | Rohan Putatunda Md Azim Khan Aryya Gangopadhyay Jianwu Wang Carl Busart | 2023/6/26 | |
Quasi-synthetic data generation for camouflaged object detection at edge | Rohan Putatunda Md Azim Khan Aryya Gangopadhyay Jianwu Wang Robert F Erbacher | 2023/6/13 | |
Cogax: Early assessment of cognitive and functional impairment from accelerometry | Sreenivasan Ramasamy Ramamurthy Soumyajit Chatterjee Elizabeth Galik Aryya Gangopadhyay Nirmalya Roy | 2022/4/27 | |
Mixed precision quantization to tackle gradient leakage attacks in federated learning | arXiv preprint arXiv:2210.13457 | Pretom Roy Ovi Emon Dey Nirmalya Roy Aryya Gangopadhyay | 2022/10/22 |
TagTeam Towards wearable-assisted, implicit guidance for human-drone teams | Kasthuri Jayarajah Aryya Gangopadhyay Nicholas Waytowich | 2022/10/17 | |
Tinym2net: A flexible system algorithm co-designed multimodal learning framework for tiny devices | ArXiv | Hasib-Al Rashid Pretom Roy Ovi Carl Busart Aryya Gangopadhyay Tinoosh Mohsenin | 2022/2/9 |
A Multi-Feature Deep Learning Algorithm for Urban Traffic Classification with Limited Labeled Data | International Journal of Computer and Information Engineering | Rohan Putatunda Aryya Gangopadhyay | 2022/8/21 |
TinyMNet: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices (preprint) | Hasib-Al Rashid Pretom Roy Ovi Carl Busart Aryya Gangopadhyay Tinoosh Mohsenin | 2022 | |
Environmental sound classification for flood event detection | Bipendra Basnyat Nirmalya Roy Aryya Gangopadhyay Adrienne Raglin | 2022/6/20 |
Co-Authors
