Daniel Cullina
Title
Cited by
Cited by
Year
Dimensionality reduction as a defense against evasion attacks on machine learning classifiers
AN Bhagoji, D Cullina, P Mittal
arXiv preprint arXiv:1704.02654 2, 2017
1162017
Enhancing robustness of machine learning systems via data transformations
AN Bhagoji, D Cullina, C Sitawarin, P Mittal
2018 52nd Annual Conference on Information Sciences and Systems (CISS), 1-5, 2018
932018
Searching for minimum storage regenerating codes
D Cullina, AG Dimakis, T Ho
arXiv preprint arXiv:0910.2245, 2009
762009
Improved achievability and converse bounds for erdos-rényi graph matching
D Cullina, N Kiyavash
ACM SIGMETRICS Performance Evaluation Review 44 (1), 63-72, 2016
622016
PAC-learning in the presence of evasion adversaries
D Cullina, AN Bhagoji, P Mittal
arXiv preprint arXiv:1806.01471, 2018
592018
An improvement to Levenshtein's upper bound on the cardinality of deletion correcting codes
D Cullina, N Kiyavash
IEEE Transactions on Information Theory 60 (7), 3862-3870, 2014
322014
Exact alignment recovery for correlated Erd\H {o} sR\'enyi graphs
D Cullina, N Kiyavash
arXiv preprint arXiv:1711.06783, 2017
312017
Lower bounds on adversarial robustness from optimal transport
AN Bhagoji, D Cullina, P Mittal
arXiv preprint arXiv:1909.12272, 2019
282019
On the performance of a canonical labeling for matching correlated Erdös-Rényi graphs
OE Dai, D Cullina, N Kiyavash, M Grossglauser
arXiv preprint arXiv:1804.09758, 2018
25*2018
A coloring approach to constructing deletion correcting codes from constant weight subgraphs
D Cullina, AA Kulkarni, N Kiyavash
2012 IEEE International Symposium on Information Theory Proceedings, 513-517, 2012
202012
Partial Recovery of Erdđs-Rényi Graph Alignment via k-Core Alignment
D Cullina, N Kiyavash, P Mittal, HV Poor
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (3 …, 2019
162019
Analyzing the robustness of open-world machine learning
V Sehwag, AN Bhagoji, L Song, C Sitawarin, D Cullina, M Chiang, P Mittal
Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security …, 2019
152019
Fundamental limits of database alignment
D Cullina, P Mittal, N Kiyavash
2018 IEEE International Symposium on Information Theory (ISIT), 651-655, 2018
122018
Restricted composition deletion correcting codes
D Cullina, N Kiyavash, AA Kulkarni
IEEE Transactions on Information Theory 62 (9), 4819-4832, 2016
122016
Database alignment with Gaussian features
OE Dai, D Cullina, N Kiyavash
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
72019
On the simultaneous preservation of privacy and community structure in anonymized networks
D Cullina, K Singhal, N Kiyavash, P Mittal
arXiv preprint arXiv:1603.08028, 2016
62016
Generalized sphere-packing upper bounds on the size of codes for combinatorial channels
D Cullina, N Kiyavash
2014 IEEE International Symposium on Information Theory, 1266-1270, 2014
62014
Significance of side information in the graph matching problem
K Singhal, D Cullina, N Kiyavash
arXiv preprint arXiv:1706.06936, 2017
52017
Message partitioning and limited auxiliary randomness: Alternatives to Honey Encryption
AE Ghassami, D Cullina, N Kiyavash
2016 IEEE International Symposium on Information Theory (ISIT), 1371-1375, 2016
52016
Generalized sphere-packing bounds on the size of codes for combinatorial channels
D Cullina, N Kiyavash
IEEE Transactions on Information Theory 62 (8), 4454-4465, 2016
52016
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