20042019
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Fingerprint Dive into the research topics where Siddharth Garg is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Silicon Engineering & Materials Science
Electric potential Engineering & Materials Science
Particle accelerators Engineering & Materials Science
Hardware Engineering & Materials Science
Integrated circuits Engineering & Materials Science
Intellectual property Engineering & Materials Science
Reverse engineering Engineering & Materials Science
Throughput Engineering & Materials Science

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Research Output 2004 2019

BadNets: Evaluating Backdooring Attacks on Deep Neural Networks

Gu, T., Liu, K., Dolan-Gavitt, B. & Garg, S., Jan 1 2019, In : IEEE Access. 7, p. 47230-47243 14 p., 8685687.

Research output: Contribution to journalArticle

Open Access
Neural networks
Classifiers
Detectors
Deep neural networks
Graphics processing unit

Fault-tolerant Systolic Array Based Accelerators for Deep Neural Network Execution

Zhang, J. J., Basu, K. & Garg, S., Jan 1 2019, In : IEEE Design and Test.

Research output: Contribution to journalArticle

Systolic arrays
Particle accelerators
Tensors
Processing
Deep neural networks

INVITED: Building robust machine learning systems: Current progress, research challenges, and opportunities

Zhang, J. J., Liu, K., Khalid, F., Hanif, M. A., Rehman, S., Theocharides, T., Artussi, A., Shafique, M. & Garg, S., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a175. (Proceedings - Design Automation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning Systems
Learning systems
Machine Learning
Internet of Things
Autonomous Vehicles

Matching Graphs with Community Structure: A Concentration of Measure Approach

Shirani, F., Garg, S. & Erkip, E., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 1028-1035 8 p. 8636015. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Concentration of Measure
Graph Matching
Community Structure
Model structures
Graph in graph theory

Split manufacturing-based register transfer-level obfuscation

Cui, X., Zhang, J. J., Wu, K., Garg, S. & Karri, R., Jan 1 2019, In : ACM Journal on Emerging Technologies in Computing Systems. 15, 1, 11.

Research output: Contribution to journalArticle

Intellectual property
Foundries
Fabrication
Integrated circuits
Reverse engineering