The electromagnetic leakage analysis based on arithmetic operation of FPGA
| Title | The electromagnetic leakage analysis based on arithmetic operation of FPGA |
| Publication Type | Conference Paper |
| Year of Publication | 2017 |
| Authors | Sun, S., Zhang, H., Du, Y. |
| Conference Name | 2017 IEEE 5th International Symposium on Electromagnetic Compatibility (EMC-Beijing) |
| Date Published | oct |
| Publisher | IEEE |
| Keywords | arithmetic operation, Collaboration, composability, cryptology, electromagnetic energy leakage, Electromagnetics, energy consumption, field programmable gate arrays, Human Behavior, human factor, Kernel, Metrics, Oscilloscopes, policy, Policy-Governed Secure Collaboration, Probes, pubcrawl, resilience, Resiliency, Scalability, Support vector machines, SVM |
| Abstract | The chips in working state have electromagnetic energy leakage problem. We offer a method to analyze the problem of electromagnetic leakage when the chip is running. We execute a sequence of addition and subtraction arithmetic instructions on FPGA chip, then we use the near-field probe to capture the chip leakage of electromagnetic signals. The electromagnetic signal is collected for analysis and processing, the parts of addition and subtraction are classified and identified by SVM. In this paper, for the problem of electromagnetic leakage, six sets of data were collected for analysis and processing. Good results were obtained by using this method. |
| URL | http://ieeexplore.ieee.org/document/8260472/ |
| DOI | 10.1109/EMC-B.2017.8260472 |
| Citation Key | sun_electromagnetic_2017 |
- Metrics
- SVM
- Support vector machines
- Scalability
- Resiliency
- resilience
- pubcrawl
- Probes
- Policy-Governed Secure Collaboration
- Policy
- Oscilloscopes
- arithmetic operation
- Kernel
- human factor
- Human behavior
- field programmable gate arrays
- energy consumption
- Electromagnetics
- electromagnetic energy leakage
- cryptology
- composability
- collaboration