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- All Subjects: Database security
- All Subjects: Zirconium--Magnetic properties.
- Creators: Yu, Shimeng
Description
The recent flurry of security breaches have raised serious concerns about the security of data communication and storage. A promising way to enhance the security of the system is through physical root of trust, such as, through use of physical unclonable functions (PUF). PUF leverages the inherent randomness in physical systems to provide device specific authentication and encryption.
In this thesis, first the design of a highly reliable resistive random access memory (RRAM) PUF is presented. Compared to existing 1 cell/bit RRAM, here the sum of the read-out currents of multiple RRAM cells are used for generating one response bit. This method statistically minimizes any early-lifetime failure due to RRAM retention degradation at high temperature or under voltage stress. Using a device model that was calibrated using IMEC HfOx RRAM experimental data, it was shown that an 8 cells/bit architecture achieves 99.9999% reliability for a lifetime >10 years at 125℃ . Also, the hardware area overhead of the proposed 8 cells/bit RRAM PUF architecture was smaller than 1 cell/bit RRAM PUF that requires error correction coding to achieve the same reliability.
Next, a basic security primitive is presented, where the RRAM PUF is embedded in the cryptographic module, SHA-256. This architecture is referred to as Embedded PUF or EPUF. EPUF has a security advantage over SHA-256 as it never exposes the PUF response to the outside world. Instead, in each round, the PUF response is used to change a few bits of the message word to produce a unique message digest for each IC. The use of EPUF as a key generation module for AES is also shown. The hardware area requirement for SHA-256 and AES-128 is then analyzed using synthesis results based on TSMC 65nm library. It is shown that the area overhead of 8 cells/bit RRAM PUF is only 1.08% of the SHA-256 module and 0.04% of the AES-128 module. The security analysis of the PUF based systems is also presented. It is shown that the EPUF-based systems are resistant towards standard attacks on PUFs, and that the security of the cryptographic modules is not compromised.
In this thesis, first the design of a highly reliable resistive random access memory (RRAM) PUF is presented. Compared to existing 1 cell/bit RRAM, here the sum of the read-out currents of multiple RRAM cells are used for generating one response bit. This method statistically minimizes any early-lifetime failure due to RRAM retention degradation at high temperature or under voltage stress. Using a device model that was calibrated using IMEC HfOx RRAM experimental data, it was shown that an 8 cells/bit architecture achieves 99.9999% reliability for a lifetime >10 years at 125℃ . Also, the hardware area overhead of the proposed 8 cells/bit RRAM PUF architecture was smaller than 1 cell/bit RRAM PUF that requires error correction coding to achieve the same reliability.
Next, a basic security primitive is presented, where the RRAM PUF is embedded in the cryptographic module, SHA-256. This architecture is referred to as Embedded PUF or EPUF. EPUF has a security advantage over SHA-256 as it never exposes the PUF response to the outside world. Instead, in each round, the PUF response is used to change a few bits of the message word to produce a unique message digest for each IC. The use of EPUF as a key generation module for AES is also shown. The hardware area requirement for SHA-256 and AES-128 is then analyzed using synthesis results based on TSMC 65nm library. It is shown that the area overhead of 8 cells/bit RRAM PUF is only 1.08% of the SHA-256 module and 0.04% of the AES-128 module. The security analysis of the PUF based systems is also presented. It is shown that the EPUF-based systems are resistant towards standard attacks on PUFs, and that the security of the cryptographic modules is not compromised.
ContributorsShrivastava, Ayush (Author) / Chakrabarti, Chaitali (Thesis advisor) / Yu, Shimeng (Committee member) / Cao, Yu (Committee member) / Arizona State University (Publisher)
Created2015
Description
Soft magnetic materials have been studied extensively in the recent past due to their applications in micro-transformers, micro-inductors, spin dependent memories etc. The unique features of these materials are the high frequency operability and high magnetic anisotropy. High uniaxial anisotropy is one of the most important properties for these materials. There are many methods to achieve high anisotropy energy (Hk) which include sputtering with presence of magnetic field, exchange bias and oblique angle sputtering.
This research project focuses on analyzing different growth techniques of thin films of Cobalt, Zirconium Tantalum Boron (CZTB) and the quality of the films resulted. The measurements include magnetic moment measurements using a Vibrating Sample Magnetometer, electrical measurements using 4 point resistivity methods and structural characterization using Scanning Electron Microscopy. Subtle changes in the growth mechanism result in different properties of these films and they are most suited for certain applications.
The growth methods presented in this research are oblique angled sputtering with localized magnetic field and oblique sputtering without presence of magnetic field. The uniaxial anisotropy can be controlled by changing the angle during sputtering. The resulting film of CZTB is tested for magnetic anisotropy and soft magnetism at room temperature by using Lakeshore 7500 Vibrating Sample Magnetometer. The results are presented, analyzed and explained using characterization techniques. Future work includes magnetic field presence during deposition, magnetic devices of this film with giga hertz range operating frequencies.
This research project focuses on analyzing different growth techniques of thin films of Cobalt, Zirconium Tantalum Boron (CZTB) and the quality of the films resulted. The measurements include magnetic moment measurements using a Vibrating Sample Magnetometer, electrical measurements using 4 point resistivity methods and structural characterization using Scanning Electron Microscopy. Subtle changes in the growth mechanism result in different properties of these films and they are most suited for certain applications.
The growth methods presented in this research are oblique angled sputtering with localized magnetic field and oblique sputtering without presence of magnetic field. The uniaxial anisotropy can be controlled by changing the angle during sputtering. The resulting film of CZTB is tested for magnetic anisotropy and soft magnetism at room temperature by using Lakeshore 7500 Vibrating Sample Magnetometer. The results are presented, analyzed and explained using characterization techniques. Future work includes magnetic field presence during deposition, magnetic devices of this film with giga hertz range operating frequencies.
ContributorsTummalapalli, Sridutt (Author) / Yu, Hongbin (Thesis advisor) / Jiang, Hanqing (Committee member) / Yu, Shimeng (Committee member) / Arizona State University (Publisher)
Created2015
Description
While SPICE circuit simulation software gives researchers and industry accurate information regarding the behavior and characteristics of circuits, the auditory effect of SPICE circuit simulation on audio circuits is not well documented. This project takes a thoroughly analyzed and popular audio effect circuit called the Ibanez Tubescreamer and simulates its distortion effect on a .wav file in order to hear the effect of SPICE simulation. Specifically, the TS-808 schematic is drawn in the SPICE program LTSPICE and simulated using generated sinusoids and recorded .wav files. Specific components are imported using .MODEL and .SUBCKT to accurately represent the diodes, bipolar transistors, op amps, and other components in order to hear how each component affects the response. Various transient responses are extracted as .wav files and assembled as figures in order to characterize the result of the circuit on the input. Once the actual circuit is built and debugged, all of the same transient analysis is applied and then compared to the SPICE simulation figures gathered in the digital simulation. These results are then compared along with a subjective hearing test of the digital simulation and analog circuit in order to test the validity of the SPICE simulations. The digital simulations reveal that the distortion follows the signature characteristics of Ibanez Tubescreamer which shows that SPICE simulation will give insight into the real effects of audio circuits modeled in SPICE programs. Diodes--such as Silicon, Germanium, Zener, Red LEDs and Blue LEDs--can dramatically change the waveforms and sound of the inputs within the circuit where as the Op-amps--such as the JRC4558, TL072, and NE5532--have little to no effect on the waveforms and subjective effects on the output .wav files. After building the circuit and hearing the difference between the analog circuit and digital simulation, the differences between the two are apparent but very similar in nature--proving that the SPICE simulation can give meaningful insight into the sound of the actual analog circuit. Some of the differences can be explained by the variance of equipment and environment used in recording and playback. Since this project did not use high fidelity audio recording equipment and consistency in the equipment used for playback, it is uncertain if the simulation and actual circuit could be classified as completely accurate. Any further work on the project would be recording and playing back in a constant environment and looking into a wider range of specific components instead of looking into one permutation.
ContributorsMacias, Cole Thomas (Author) / Goryll, Michael (Thesis director) / Yu, Shimeng (Committee member) / Electrical Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2015-12