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Deep Neural Networks (DNNs) are fast becoming ubiquitous for their ability to attain good accuracy in various machine learning tasks.
O. Temam and N. Drach, “Software assistance for data caches,” in High-Performance Computer Architecture, 1995. Proceedings., First IEEE Symposium on
1995
Earlier work this paper cites.
Y. Lecun, L. Bottou, Y. Bengio, and P. Haffner, “Gradient-based learning applied to document recognition,” Proceedings of the IEEE
1998
Earlier work this paper cites.
1999
Earlier work this paper cites.
M. K. Qureshi and Y. N. Patt, “Utility-based cache partitioning: a low-overhead, high-performance, runtime mechanism to partition shared caches,” in Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture
2006
Earlier work this paper cites.
M. Neve and J. P. Seifert, “Advances on access-driven cache attacks on AES,” in Proceedings of the 13th International Conference on Selected Areas in Cryptography
2007
Earlier work this paper cites.
Z. Wang and R. B. Lee, “New cache designs for thwarting software cache-based side channel attacks,” in Proceedings of the 34th Annual International Symposium on Computer Architecture
2007
Earlier work this paper cites.
K. Goto and R. A. v. d. Geijn, “Anatomy of high-performance matrix multiplication,” ACM Trans. Math. Softw
2008
Earlier work this paper cites.
A. Jaleel, W. Hasenplaugh, M. Qureshi, J. Sebot, S. Steely, and J. Emer, “Adaptive insertion policies for managing shared caches,” in Proceedings of the 17th International Conference on Parallel Architectures and Compilation Techniques
2008
Earlier work this paper cites.
T. Ristenpart, E. Tromer, H. Shacham, and S. Savage, “Hey, you, get off of my cloud: exploring information leakage in third-party compute clouds,” in Proceedings of the 16th ACM Conference on Computer and Communications Security
2009
Earlier work this paper cites.
Y. Xie and G. H. Loh, “PIPP: promotion/insertion pseudo-partitioning of multi-core shared caches,” in Proceedings of the 36th Annual International Symposium on Computer Architecture
2009
Earlier work this paper cites.
W. Liu and D. Yeung, “Using aggressor thread information to improve shared cache management for CMPs,” in 18th International Conference on Parallel Architectures and Compilation Techniques
2009
Earlier work this paper cites.
Morgan Kaufmann, 2010
B. Jacob, S. Ng, and D. Wang, Memory systems: cache, DRAM, disk · 2010
Earlier work this paper cites.
D. Gullasch, E. Bangerter, and S. Krenn, “Cache games–bringing access-based cache attacks on aes to practice,” in Security and Privacy (SP), 2011 IEEE Symposium on
2011
Earlier work this paper cites.
A. Krizhevsky, I. Sutskever, and G. E. Hinton, “Imagenet classification with deep convolutional neural networks,” in Advances in Neural Information Processing Systems 25
2012
Earlier work this paper cites.
A. AMD, “Core math library (acml),” URL http://developer. amd. com/acml. jsp
2012
Earlier work this paper cites.
Z. Xianyi, W. Qian, and Z. Chothia, “Openblas, version 0.2. 8,” URL http://www. openblas. net/. Fe tched
2013
Earlier work this paper cites.
Y. Yarom and K. Falkner, “FLUSH+RELOAD: a high resolution, low noise, L3 cache side-channel attack,” in Proceedings of the 23rd USENIX Conference on Security Symposium
2014
Earlier work this paper cites.
Y. Zhang, A. Juels, M. K. Reiter, and T. Ristenpart, “Cross-tenant side-channel attacks in PaaS clouds,” in Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security
2014
Earlier work this paper cites.
2014
Earlier work this paper cites.
E. Wang, Q. Zhang, B. Shen, G. Zhang, X. Lu, Q. Wu, and Y. Wang, “Intel math kernel library,” in High-Performance Computing on the Intel® Xeon Phi™
2014
Cited alongside, same era.
2014
Cited alongside, same era.
2014
Cited alongside, same era.
F. Liu and R. B. Lee, “Random fill cache architecture,” in Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture
2014
Cited alongside, same era.
K. He, X. Zhang, S. Ren, and J. Sun, “Deep residual learning for image recognition,” CoRR
C. P. Garcıa and B. B. Brumley, “Constant-time callees with variable-time callers,” tech. rep., IACR Cryptology ePrint Archive, Report 2016/1195, 2016
2016
Later among the works it cites.
C. De Sa, M. Feldman, C. Ré, and K. Olukotun, “Understanding and optimizing asynchronous low-precision stochastic gradient descent,” in ACM SIGARCH Computer Architecture News
2017
Later among the works it cites.
J. Jordan, “Hyperparameter tuning for machine learning models,” 2017
2017
Later among the works it cites.
Accessed on 22 April 2017
T. Hornby, “Side-channel attacks on everyday applications: distinguishing inputs with FLUSH+RELOAD.” https://www.blackhat.com/docs/us-16/materials/us-16-Hornby-Side-Channel-Attacks-On-Everyday-Applications-wp.pdf, 2016 · 2017
Later among the works it cites.
D. Skarlatos, N. S. Kim, and J. Torrellas, “Pageforge: a near-memory content-aware page-merging architecture,” in Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture
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2015
Cited alongside, same era.
2015
Cited alongside, same era.
Y. LeCun, Y. Bengio, and G. Hinton, “Deep learning,” nature
2015
Cited alongside, same era.
F. Liu, Y. Yarom, Q. Ge, G. Heiser, and R. B. Lee, “Last-level cache side-channel attacks are practical,” in Proceedings of the 2015 IEEE Symposium on Security and Privacy
2015
Cited alongside, same era.
2015
Cited alongside, same era.
F. G. Van Zee and R. A. Van De Geijn, “Blis: A framework for rapidly instantiating blas functionality,” ACM Transactions on Mathematical Software (TOMS)
2015
Cited alongside, same era.
G. Irazoqui, T. Eisenbarth, and B. Sunar, “S$A: a shared cache attack that works across cores and defies VM sandboxing – and its application to AES,” in IEEE Symposium on Security and Privacy
2015
Cited alongside, same era.
2016
Cited alongside, same era.
2017
Later among the works it cites.
“Keras: The python deep learning library,” 2017
2017
Later among the works it cites.
M. Yan, B. Gopireddy, T. Shull, and J. Torrellas, “Secure hierarchy-aware cache replacement policy (sharp): Defending against cache-based side channel attacks,” in Computer Architecture (ISCA), 2017 ACM/IEEE 44th Annual International Symposium on
2017
Later among the works it cites.
2018
Closest in time.
K. Hazelwood, S. Bird, D. Brooks, S. Chintala, U. Diril, D. Dzhulgakov, M. Fawzy, B. Jia, Y. Jia, A. Kalro, J. Law, K. Lee, J. Lu, N. Pieter, S. Misha, X. Liang, and X. Wang, “Applied machine learning at facebook: A datacenter infrastructure perspective,” in International Symposium on High-Performance Computer Architecture (HPCA)
2018
Closest in time.
Amazon, “Amazon sagemaker ml instance types,” 2018
2018
Closest in time.
Wikipedia, “Hyperparameter optimization,” 2018
2018
Closest in time.
B. Wang and N. Z. Gong, “Stealing hyperparameters in machine learning,” in IEEE Symposium on Security and Privacy (SP)
2018
Closest in time.
2018
Closest in time.
2018
Closest in time.
Amazon, “Amazon sagemaker,” 2018
2018
Closest in time.
Google, “Cloud ml engine overview,” 2018
2018
Closest in time.
Apache, “Apache mxnet,” 2018
2018
Closest in time.
Eigen, “Eigen is a c++ template library for linear algebra,” 2018
2018
Closest in time.
W. Hua, Z. Zhang, and G. E. Suh, “Reverse engineering convolutional neural networks through side-channel information leaks,” in Design Automation Conference (DAC)
2018
Closest in time.