Concepedia

Ning Yu

NY

34

Publications

2.2K

Citations

23

H-Index

2015

Active since

Affiliations

University of Maryland, College Park(Current)

Helmholtz Center for Information Security

Zhejiang Sci-Tech University

Chinese Academy of Sciences

Ning Yu is an author at University of Maryland, College Park specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningComputer ScienceData ScienceImage AnalysisComputer VisionSynthetic Image GenerationAdversarial Machine LearningMachine Vision

Publications per year

2015–2024

34

Publications

34

Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints

Ning Yu, Larry S. Davis, Mario Fritz · 2019 · 409 citations

Engineering, Machine Learning, Generative Adversarial Network +11

GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models

Dingfan Chen, Ning Yu, Yang Zhang et al. · 2020 · 267 citations · Full text

Engineering, Machine Learning, Information Security +19

Applying big data based deep learning system to intrusion detection

Wei Zhong, Ning Yu, Chunyu Ai · Big Data Mining and Analytics · 2020 · 159 citations · Full text

Anomaly Detection, Machine Learning, Engineering +16

Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data

Ning Yu, Vladislav Skripniuk, Sahar Abdelnabi et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 154 citations

Artificial Intelligence, Photorealistic Image Generation, Engineering +18

A theory for bistable vibration isolators

Bo Yan, Ning Yu, Hongye Ma et al. · Mechanical Systems and Signal Processing · 2021 · 152 citations

Engineering, Physics, Mechanical Systems +5

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