Concepedia

Akhilan Boopathy

AB

Statistics

Publications

4

Citations

209

H-Index

4

Active since

2019

Affiliations

Massachusetts Institute of Technology(Current)

IBM (United States)

Akhilan Boopathy is an author at Massachusetts Institute of Technology specializing in computer science, computing, and network robustness.

Publications per year

2019–2020

4

Publications

4

CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks

Akhilan Boopathy, Tsui-Wei Weng, Pin‐Yu Chen et al. · 2019 · 130 citations

Computing, Computer Engineering, Computer Science +16

PROVEN: Verifying Robustness of Neural Networks with a Probabilistic Approach

Pin‐Yu Chen, Lam M. Nguyen, Mark S. Squillante et al. · International Conference on Machine Learning · 2019 · 36 citations

Computing, Computer Science, Mathematics +15

Proper Network Interpretability Helps Adversarial Robustness in Classification

Akhilan Boopathy, Sijia Liu, Gaoyuan Zhang et al. · arXiv (Cornell University) · 2020 · 28 citations · Full text

Computing, Computer Science, Computer Security +16

CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks

Akhilan Boopathy, Tsui-Wei Weng, Pin‐Yu Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 15 citations · Full text

Computing, Computer Engineering, Computer Science +16

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