Concepedia

Ashwinee Panda

AP

5

Publications

202

Citations

5

H-Index

2020

Active since

Affiliations

Amazon (United States)(Current)

Ashwinee Panda is an author at Amazon (United States) specializing in deep learning, engineering, and computer science.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningArtificial IntelligenceData ScienceFederated LearningKnowledge DiscoveryAdversarial Machine LearningLanguage

Publications per year

2020–2024

5

Publications

5

Visual Adversarial Examples Jailbreak Aligned Large Language Models

Xiangyu Qi, Kaixuan Huang, Ashwinee Panda et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 79 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

FetchSGD: Communication-Efficient Federated Learning with Sketching

Daniel Rothchild, Ashwinee Panda, Enayat Ullah et al. · arXiv (Cornell University) · 2020 · 65 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Neurotoxin: Durable Backdoors in Federated Learning

Zhengming Zhang, Ashwinee Panda, Linyue Song et al. · arXiv (Cornell University) · 2022 · 33 citations · Full text

Artificial Intelligence, Large Ai Model, Engineering +15

SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification

Ashwinee Panda, Saeed Mahloujifar, Arjun Nitin Bhagoji et al. · arXiv (Cornell University) · 2021 · 13 citations · Full text

Visual Adversarial Examples Jailbreak Aligned Large Language Models

Xiangyu Qi, Kaixuan Huang, Ashwinee Panda · arXiv (Cornell University) · 2023 · 12 citations · Full text

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