Concepedia

Madhuri Shanbhogue

MS

4

Publications

465

Citations

4

H-Index

2017

Active since

Affiliations

Intel (United States)(Current)

Georgia Institute of Technology

Madhuri Shanbhogue is an author at Intel (United States) specializing in data science, engineering, and synthetic image generation.

Top concepts

EngineeringData ScienceDeep LearningComputer VisionComputer ScienceMachine LearningSynthetic Image GenerationAdversarial Machine LearningImage AnalysisDeep Neural Networks

Publications per year

2017–2018

4

Publications

4

Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen et al. · arXiv (Cornell University) · 2017 · 241 citations · Full text

Jpeg Compression, Convolutional Neural Network, Engineering +17

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen et al. · 2018 · 160 citations · Full text

Vaccination, Jpeg Compression, Deep Neural Networks +13

Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen et al. · arXiv (Cornell University) · 2018 · 48 citations · Full text

Jpeg Compression, Convolutional Neural Network, Engineering +16

Compression to the Rescue: Defending from Adversarial Attacks Across Modalities

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen et al. · Knowledge Discovery and Data Mining · 2018 · 16 citations

Engineering, Machine Learning, Evasion Technique +17

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