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Daniel Cullina
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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
1792018
Dimensionality reduction as a defense against evasion attacks on machine learning classifiers
AN Bhagoji, D Cullina, P Mittal
arXiv preprint arXiv:1704.02654 2 (1), 2017
1602017
Pac-learning in the presence of adversaries
D Cullina, AN Bhagoji, P Mittal
Advances in Neural Information Processing Systems 31, 2018
1122018
Improved achievability and converse bounds for erdos-rényi graph matching
D Cullina, N Kiyavash
ACM SIGMETRICS performance evaluation review 44 (1), 63-72, 2016
872016
Searching for minimum storage regenerating codes
D Cullina, AG Dimakis, T Ho
arXiv preprint arXiv:0910.2245, 2009
762009
Lower bounds on adversarial robustness from optimal transport
AN Bhagoji, D Cullina, P Mittal
Advances in Neural Information Processing Systems 32, 2019
702019
Exact alignment recovery for correlated Erd\H {o} sR\'enyi graphs
D Cullina, N Kiyavash
arXiv preprint arXiv:1711.06783, 2017
492017
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
442019
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
402014
Analysis of a canonical labeling algorithm for the alignment of correlated erdos-rényi graphs
OE Dai, D Cullina, N Kiyavash, M Grossglauser
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (2 …, 2019
38*2019
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
242019
Fundamental limits of database alignment
D Cullina, P Mittal, N Kiyavash
2018 IEEE International Symposium on Information Theory (ISIT), 651-655, 2018
222018
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
222012
Database alignment with gaussian features
OE Dai, D Cullina, N Kiyavash
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
132019
Restricted composition deletion correcting codes
D Cullina, N Kiyavash, AA Kulkarni
IEEE Transactions on Information Theory 62 (9), 4819-4832, 2016
122016
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
102016
Achievability of nearly-exact alignment for correlated Gaussian databases
OE Dai, D Cullina, N Kiyavash
2020 IEEE International Symposium on Information Theory (ISIT), 1230-1235, 2020
72020
Better the devil you know: An analysis of evasion attacks using out-of-distribution adversarial examples
V Sehwag, AN Bhagoji, L Song, C Sitawarin, D Cullina, M Chiang, P Mittal
arXiv preprint arXiv:1905.01726, 2019
72019
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
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
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