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Nina Taft
Nina Taft
Senior Research Scientist, Google
Email confirmado em google.com
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Traffic matrix estimation: Existing techniques and new directions
A Medina, N Taft, K Salamatian, S Bhattacharyya, C Diot
ACM SIGCOMM Computer Communication Review 32 (4), 161-174, 2002
8042002
Structural analysis of network traffic flows
A Lakhina, K Papagiannaki, M Crovella, C Diot, ED Kolaczyk, N Taft
ACM SIGMETRICS Performance evaluation review 32 (1), 61-72, 2004
7262004
Privacy-preserving ridge regression on hundreds of millions of records
V Nikolaenko, U Weinsberg, S Ioannidis, M Joye, D Boneh, N Taft
2013 IEEE Symposium on Security and Privacy, 334-348, 2013
5452013
Antidote: understanding and defending against poisoning of anomaly detectors
BIP Rubinstein, B Nelson, L Huang, AD Joseph, S Lau, S Rao, N Taft, ...
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement, 1-14, 2009
4422009
Combining filtering and statistical methods for anomaly detection
A Soule, K Salamatian, N Taft
Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement, 31-31, 2005
4242005
Privacy-preserving matrix factorization
V Nikolaenko, S Ioannidis, U Weinsberg, M Joye, N Taft, D Boneh
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications …, 2013
3422013
Learning in a large function space: Privacy-preserving mechanisms for svm learning
BIP Rubinstein, PL Bartlett, L Huang, N Taft
arXiv preprint arXiv:0911.5708, 2009
3072009
Traffic matrices: balancing measurements, inference and modeling
A Soule, A Lakhina, N Taft, K Papagiannaki, K Salamatian, A Nucci, ...
Proceedings of the 2005 ACM SIGMETRICS international conference on …, 2005
2812005
In-network PCA and anomaly detection
L Huang, XL Nguyen, M Garofalakis, M Jordan, A Joseph, N Taft
Advances in neural information processing systems 19, 2006
2762006
Long-term forecasting of internet backbone traffic: Observations and initial models
K Papagiannaki, N Taft, ZL Zhang, C Diot
IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE …, 2003
2702003
The problem of synthetically generating IP traffic matrices: initial recommendations
A Nucci, A Sridharan, N Taft
ACM SIGCOMM Computer Communication Review 35 (3), 19-32, 2005
2002005
An approach to alleviate link overload as observed on an IP backbone
S Iyer, S Bhattacharyya, N Taft, C Diot
IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE …, 2003
1952003
Skilled in the Art of Being Idle: Reducing Energy Waste in Networked Systems.
S Nedevschi, J Chandrashekar, J Liu, B Nordman, S Ratnasamy, N Taft
NSDI 9, 381-394, 2009
1932009
Blurme: inferring and obfuscating user gender based on ratings
U Weinsberg, S Bhagat, S Ioannidis, N Taft
Proceedings of the sixth ACM conference on Recommender systems, 195-202, 2012
1852012
Finding a needle in a haystack of reviews: cold start context-based hotel recommender system
A Levi, O Mokryn, C Diot, N Taft
Proceedings of the sixth ACM conference on Recommender systems, 115-122, 2012
1852012
Communication-efficient online detection of network-wide anomalies
L Huang, XL Nguyen, M Garofalakis, JM Hellerstein, MI Jordan, ...
IEEE INFOCOM 2007-26th IEEE International Conference on Computer …, 2007
1812007
GraphSC: Parallel secure computation made easy
K Nayak, XS Wang, S Ioannidis, U Weinsberg, N Taft, E Shi
2015 IEEE Symposium on Security and Privacy, 377-394, 2015
1682015
IGP link weight assignment for transient link failures
A Nucci, B Schroeder, S Bhattacharyya, N Taft, C Diot
Teletraffic Science and Engineering 5, 321-330, 2003
1642003
Long-term forecasting of Internet backbone traffic
K Papagiannaki, N Taft, ZL Zhang, C Diot
IEEE Transactions on Neural Networks 16 (5), 1110-1124, 2005
1592005
How to identify and estimate the largest traffic matrix elements in a dynamic environment
A Soule, A Nucci, R Cruz, E Leonardi, N Taft
ACM SIGMETRICS Performance Evaluation Review 32 (1), 73-84, 2004
1512004
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