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ORCIDMihailo Isakov
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2020 – today
- 2022
[c19]Mihailo Isakov, Michel A. Kinsy:
NeuroFabric: Hardware and ML Model Co-Design for A Priori Sparse Neural Network Training. ICCD 2022: 561-564- [c18]Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy
, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy:
A Taxonomy of Error Sources in HPC I/O Machine Learning Models. SC 2022: 16:1-16:14 - [i12]Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy:
A Taxonomy of Error Sources in HPC I/O Machine Learning Models. CoRR abs/2204.08180 (2022) - [i11]Alan Ehret, Jacob Abraham, Mihailo Isakov, Michel A. Kinsy:
Zeno: A Scalable Capability-Based Secure Architecture. CoRR abs/2208.09800 (2022) - 2021
- [c17]Ghada Dessouky, Mihailo Isakov, Michel A. Kinsy, Pouya Mahmoody, Miguel Mark, Ahmad-Reza Sadeghi, Emmanuel Stapf, Shaza Zeitouni:
Distributed Memory Guard: Enabling Secure Enclave Computing in NoC-based Architectures. DAC 2021: 985-990 - 2020
- [j4]Ebadollah Taheri, Mihailo Isakov, Ahmad Patooghy, Michel A. Kinsy:
Addressing a New Class of Reliability Threats in 3-D Network-on-Chips. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(7): 1358-1371 (2020) - [c16]Vijay Gadepally, Mihailo Isakov, Rashmi S. Agrawal, Jeremy Kepner, Karen Gettings, Michel A. Kinsy:
Homomorphic Encryption Based Secure Sensor Data Processing. HPEC 2020: 1-7 - [c15]Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy:
Toward Generalizable Models of I/O Throughput. ROSS@SC 2020: 41-49 - [c14]Eliakin Del Rosario, Mikaela Currier, Mihailo Isakov, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Kevin Harms, Shane Snyder, Michel A. Kinsy:
Gauge: An Interactive Data-Driven Visualization Tool for HPC Application I/O Performance Analysis. PDSW@SC 2020: 15-21 - [c13]Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy:
HPC I/O throughput bottleneck analysis with explainable local models. SC 2020: 33 - [i10]Mihailo Isakov, Michel A. Kinsy:
NeuroFabric: Identifying Ideal Topologies for Training A Priori Sparse Networks. CoRR abs/2002.08339 (2020)
2010 – 2019
- 2019
- [j3]Lake Bu, Mihailo Isakov, Michel A. Kinsy:
A secure and robust scheme for sharing confidential information in IoT systems. Ad Hoc Networks 92 (2019) - [j2]Lake Bu, Mihailo Isakov, Michel A. Kinsy:
RASSS: a hijack-resistant confidential information management scheme for distributed systems. IET Comput. Digit. Tech. 13(3): 206-217 (2019) - [c12]Mihailo Isakov, Vijay Gadepally, Karen M. Gettings, Michel A. Kinsy:
Survey of Attacks and Defenses on Edge-Deployed Neural Networks. HPEC 2019: 1-8 - [c11]Rashmi S. Agrawal, Sahan Bandara, Alan Ehret, Mihailo Isakov, Miguel Mark, Michel A. Kinsy:
The BRISC-V Platform: A Practical Teaching Approach for Computer Architecture. WCAE@ISCA 2019: 1:1-1:8 - [i9]Novak Boskov, Mihailo Isakov, Michel A. Kinsy:
CodeTrolley: Hardware-Assisted Control Flow Obfuscation. CoRR abs/1903.00841 (2019) - [i8]Mihailo Isakov, Vijay Gadepally, Karen M. Gettings, Michel A. Kinsy:
Survey of Attacks and Defenses on Edge-Deployed Neural Networks. CoRR abs/1911.11932 (2019) - [i7]Lake Bu, Mihailo Isakov, Michel A. Kinsy:
A Secure and Robust Scheme for Sharing Confidential Information in IoT Systems. CoRR abs/1911.11934 (2019) - [i6]Novak Boskov, Mihailo Isakov, Michel A. Kinsy:
Drndalo: Lightweight Control Flow Obfuscation Through Minimal Processor/Compiler Co-Design. CoRR abs/1912.01560 (2019) - 2018
- [j1]Michel A. Kinsy, Lake Bu, Mihailo Isakov, Miguel Mark:
Designing Secure Heterogeneous Multicore Systems from Untrusted Components. Cryptogr. 2(3): 12 (2018) - [c10]Mihailo Isakov, Lake Bu, Hai Cheng, Michel A. Kinsy:
Preventing Neural Network Model Exfiltration in Machine Learning Hardware Accelerators. AsianHOST 2018: 62-67 - [c9]Mihailo Isakov, Alan Ehret, Michel A. Kinsy:
ClosNets: Batchless DNN Training with On-Chip a Priori Sparse Neural Topologies. FPL 2018: 55-59 - [c8]Mihailo Isakov, Alan Ehret, Michel A. Kinsy:
Chameleon: A Generalized Reconfigurable Open-Source Architecture for Deep Neural Network Training. HPEC 2018: 1-7 - [c7]Mihailo Isakov, Michel A. Kinsy:
NoSync: Particle Swarm Inspired Distributed DNN Training. ICANN (2) 2018: 607-619 - [c6]Alan Ehret, Mihailo Isakov, Michel A. Kinsy:
Towards a Generalized Reconfigurable Agent-Based Architecture: Stock Market Simulation Acceleration. ReConFig 2018: 1-6 - [i5]Mihailo Isakov, Michel A. Kinsy:
ClosNets: a Priori Sparse Topologies for Faster DNN Training. CoRR abs/1802.03885 (2018) - [i4]Michel A. Kinsy, Mihailo Isakov, Alan Ehret, Donato Kava:
SAPA: Self-Aware Polymorphic Architecture. CoRR abs/1802.05100 (2018) - [i3]Mihailo Isakov, Michel A. Kinsy:
BRISC-V Emulator: A Standalone, Installation-Free, Browser-Based Teaching Tool. CoRR abs/1812.04077 (2018) - 2017
- [c5]Michel A. Kinsy, Shreeya Khadka, Mihailo Isakov:
PreNoc: Neural Network based Predictive Routing for Network-on-Chip Architectures. ACM Great Lakes Symposium on VLSI 2017: 65-70 - [c4]Michel A. Kinsy, Shreeya Khadka, Mihailo Isakov, Anam Farrukh:
Hermes: Secure heterogeneous multicore architecture design. HOST 2017: 14-20 - [c3]Ebadollah Taheri, Mihailo Isakov, Ahmad Patooghy, Michel A. Kinsy:
Advertiser elevator: A fault tolerant routing algorithm for partially connected 3D Network-on-Chips. MWSCAS 2017: 136-139 - [c2]Hossein Hosseinzadeh, Mihailo Isakov, Mostafa Darabi, Ahmad Patooghy, Michel A. Kinsy:
Janus: An uncertain cache architecture to cope with side channel attacks. MWSCAS 2017: 827-830 - [c1]Janardhan Rao Doppa, Ryan Gary Kim, Mihailo Isakov, Michel A. Kinsy, Hyoukjun Kwon, Tushar Krishna:
Adaptive Manycore Architectures for Big Data Computing. NOCS 2017: 20:1-20:8 - [i2]Pengju Ren, Michel A. Kinsy, Mengjiao Zhu, Shreeya Khadka, Mihailo Isakov, Aniruddh Ramrakhyani, Tushar Krishna, Nanning Zheng:
FASHION: Fault-Aware Self-Healing Intelligent On-chip Network. CoRR abs/1702.02313 (2017) - [i1]Hossein Hosseinzadeh, Mihailo Isakov, Mostafa Darabi, Ahmad Patooghy, Michel A. Kinsy:
Janus: An Uncertain Cache Architecture to Cope with Side Channel Attacks. CoRR abs/1710.09039 (2017)
Coauthor Index
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