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Li Chen
Li Chen
Meta Responsible AI; Intel Labs
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Year
Keeping the bad guys out: Protecting and vaccinating deep learning with jpeg compression
N Das, M Shanbhogue, ST Chen, F Hohman, L Chen, ME Kounavis, ...
arXiv preprint arXiv:1705.02900, 2017
2752017
Shield: Fast, practical defense and vaccination for deep learning using jpeg compression
N Das, M Shanbhogue, ST Chen, F Hohman, S Li, L Chen, ME Kounavis, ...
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
1682018
Mapping archaeological landscapes from space
DC Comer, MJ Harrower
Springer 5, 159-171, 2013
1112013
Spectral clustering for divide-and-conquer graph matching
V Lyzinski, DL Sussman, DE Fishkind, H Pao, L Chen, JT Vogelstein, ...
Parallel Computing 47, 70-87, 2015
522015
Deep transfer learning for static malware classification
L Chen
arXiv preprint arXiv:1812.07606, 2018
432018
Henet: A deep learning approach on intel® processor trace for effective exploit detection
L Chen, S Sultana, R Sahita
2018 IEEE Security and Privacy Workshops (SPW), 109-115, 2018
43*2018
Vertex Nomination Schemes for Membership Prediction
DE Fishkind, V Lyzinski, H Pao, L Chen, CE Priebe
Annuals of Applied Statistics, accepted for publication. arXiv preprint …, 2015
392015
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio
N Das, M Shanbhogue, ST Chen, L Chen, ME Kounavis, DH Chau
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
332018
A joint graph inference case study: the c. elegans chemical and electrical connectomes
L Chen, JT Vogelstein, V Lyzinski, CE Priebe
Worm. http://www.tandfonline.com/doi/full/10.1080/21624054.2016.1142041 …, 2015
332015
Semi-supervised classification for dynamic Android malware detection
L Chen, M Zhang, CY Yang, R Sahita
https://arxiv.org/abs/1704.05948, 2017
192017
Deep learning on execution trace data for exploit detection
L Chen, S Sultana
US Patent 10,915,631, 2021
182021
POSTER: semi-supervised classification for dynamic android malware detection
L Chen, M Zhang, CY Yang, R Sahita
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017
182017
Robust Vertex Classification
L Chen, C Shen, J Vogelstein, C Priebe
IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted for …, 2015
182015
Vertex nomination: The canonical sampling and the extended spectral nomination schemes
J Yoder, L Chen, H Pao, E Bridgeford, K Levin, DE Fishkind, C Priebe, ...
Computational Statistics & Data Analysis 145, 106916, 2020
162020
Towards resilient machine learning for ransomware detection
L Chen, CY Yang, A Paul, R Sahita
arXiv preprint arXiv:1812.09400, 2018
152018
STAMINA: scalable deep learning approach for malware classification
L Chen, R Sahita, J Parikh, M Marino
Intel Labs Whitepaper, 2020
142020
Sparse representation classification beyond ℓ1 minimization and the subspace assumption
C Shen, L Chen, Y Dong, CE Priebe
IEEE Transactions on Information Theory 66 (8), 5061-5071, 2020
132020
Compression to the rescue: Defending from adversarial attacks across modalities
N Das, M Shanbhogue, ST Chen, F Hohman, S Li, L Chen, ME Kounavis, ...
ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2018
132018
Refinement of a method for identifying probable archaeological sites from remotely sensed data
L Chen, DC Comer, CE Priebe, D Sussman, JC Tilton
Mapping Archaeological Landscapes from Space, 251-258, 2013
132013
Barnum: Detecting Document Malware via Control Flow Anomalies in Hardware Traces
C Yagemann, S Sultana, L Chen, W Lee
International Conference on Information Security, 341-359, 2019
112019
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Articles 1–20