Concepedia

Yiğitcan Kaya

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Statistics

Publications

10

Citations

594

H-Index

10

Active since

2018

Affiliations

University of Maryland, College Park(Current)

Vrije Universiteit Amsterdam

Yiğitcan Kaya is an author at University of Maryland, College Park specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceAdversarial Machine LearningDeep LearningHardware SecurityDeep Neural NetworksArtificial IntelligenceComputer Engineering

Publications per year

2018–2021

10

Publications

10

When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks

Octavian Suciu, Radu Mărginean, Yiğitcan Kaya et al. · arXiv (Cornell University) · 2018 · 109 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks

Sanghyun Hong, Pietro Frigo, Yiğitcan Kaya et al. · arXiv (Cornell University) · 2019 · 103 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Shallow-Deep Networks: Understanding and Mitigating Network Overthinking

Yiğitcan Kaya, Sanghyun Hong, Tudor Dumitraş · arXiv (Cornell University) · 2018 · 101 citations · Full text

Artificial Intelligence, Data Augmentation, Deep Neural Networks +13

On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping

Sanghyun Hong, Varun Chandrasekaran, Yiğitcan Kaya et al. · arXiv (Cornell University) · 2020 · 70 citations · Full text

Engineering, Machine Learning, Evasion Technique +20

Shallow-Deep Networks: Understanding and Mitigating Network Overthinking

Yiğitcan Kaya, Sanghyun Hong, Tudor Dumitraş · International Conference on Machine Learning · 2019 · 64 citations

Artificial Intelligence, Data Augmentation, Deep Neural Networks +13

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