• Title/Summary/Keyword: Differential analysis

Search Result 4,454, Processing Time 0.032 seconds

Face Image Analysis using Adaboost Learning and Non-Square Differential LBP (아다부스트 학습과 비정방형 Differential LBP를 이용한 얼굴영상 특징분석)

  • Lim, Kil-Taek;Won, Chulho
    • Journal of Korea Multimedia Society
    • /
    • v.19 no.6
    • /
    • pp.1014-1023
    • /
    • 2016
  • In this study, we presented a method for non-square Differential LBP operation that can well describe the micro pattern in the horizontal and vertical component. We proposed a way to represent a LBP operation with various direction components as well as the diagonal component. In order to verify the validity of the proposed operation, Differential LBP was investigated with respect to accuracy, sensitivity, and specificity for the classification of facial expression. In accuracy comparison proposed LBP operation obtains better results than Square LBP and LBP-CS operations. Also, Proposed Differential LBP gets better results than previous two methods in the sensitivity and specificity indicators 'Neutral', 'Happiness', 'Surprise', and 'Anger' and excellence Differential LBP was confirmed.

Differential Power Analysis Attack of a Block Cipher ARIA (블럭 암호 ARIA에 대한 차분전력분석공격)

  • Seo JungKab;Kim ChangKyun;Ha JaeCheol;Moon SangJae;Park IlHwan
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.15 no.1
    • /
    • pp.99-107
    • /
    • 2005
  • ARIA is a 128-bit block cipher having 128-bit, 192-bit, or 256-bit key length. The cipher is a substitution and permutation encryption network (SPN) and uses an involutional binary matrix. This structure was efficiently developed into light weight environments or hardware implementations. This paper shows that a careless implementation of an ARIA on smartcards is vulnerable to a differential power analysis attack This attack is realistic because we can measure power consumption signals at two kinds of S-boxes and two types of substitution layers. By using the two round key, we extracted the master key (MK).

A Pre-processing Technique for Performance Enhancement of the Differential Power Analysis Attack (차분 전력 분석 공격의 성능 향상을 위한 전처리 기법)

  • Lee, You-Seok;Lee, Yu-Ri;Lee, Young-Jun;Kim, Hyoung-Nam
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.20 no.4
    • /
    • pp.109-115
    • /
    • 2010
  • Differential Power Analysis (DPA) is well known as one of efficient physical side-channel attack methods using leakage power consumption traces. However, since the power traces usually include the components irrelevant to the encryption, the efficiency of the DPA attack may be degraded. To enhance the performance of DPA, we introduce a pre-processing technique which extracts the encryption-related parts from the measured power consumption signals. Experimental results show that the DPA attack with the use of the proposed pre-processing method detects correct cipher keys with much smaller number of signals compared to that of the conventional DPA attack.

Case Study on Local Differential Privacy in Practice : Privacy Preserving Survey (로컬 차분 프라이버시 실제 적용 사례연구 : 프라이버시 보존형 설문조사)

  • Jeong, Sooyong;Hong, Dowon;Seo, Changho
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.30 no.1
    • /
    • pp.141-156
    • /
    • 2020
  • Differential privacy, which used to collect and analysis data and preserve data privacy, has been applied widely in data privacy preserving data application. Local differential privacy algorithm which is the local model of differential privacy is used to user who add noise to his data himself with randomized response by self and release his own data. So, user can be preserved his data privacy and data analyst can make a statistical useful data by collected many data. Local differential privacy method has been used by global companies which are Google, Apple and Microsoft to collect and analyze data from users. In this paper, we compare and analyze the local differential privacy methods which used in practically. And then, we study applicability that applying the local differential privacy method in survey or opinion poll scenario in practically.

The Statistical Analysis of Differential Probability Using GPGPU Technology (GPGPU 기술을 활용한 차분 확률의 통계적 분석)

  • Jo, Eunji;Kim, Seong-Gyeom;Hong, Deukjo;Sung, Jaechul;Hong, Seokhie
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.29 no.3
    • /
    • pp.477-489
    • /
    • 2019
  • In this paper, we experimentally verify the expected differential probability under the markov cipher assumption and the distribution of the differential probability. Firstly, we validate the expected differential probability of 6round-PRESENT of the lightweight block cipher under the markov cipher assumption by analyzing the empirical differential probability. Secondly, we demonstrate that even though the expected differential probability under the markov cipher assumption seems valid, the empirical distribution does not follow the well-known distribution of the differential probability. The results was deduced from the 4round-GIFT. Finally, in order to analyze whether the key-schedule affects the mis-matching phenomenon, we collect the results while changing the XOR positions of round keys on GIFT. The results show that the key-schedule is not the only factor to affect the mis-matching phenomenon. Leveraging on GPGPU technology, the data collection process can be performed about 157 times faster than using CPU only.

A Study on the Reduction of Differential Vibration of FR Passenger Car (후륜구동 승용차의 디퍼렌셜 진동저감에 관한 연구)

  • 최은오
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
    • /
    • 1997.10a
    • /
    • pp.316-321
    • /
    • 1997
  • The purpose of this study is to reduce the vibration noise of differential gear by reducing torque fluctuation of drive pinion shaft which causes vibration noise of differential gear in rear wheel drive vehicles. For this we developed multi-degree of freedom analysis model in which mass moment of inertia and torsional spring combined, the validity of the simulation model was checked by the field test and we examined the influence of torsional vibration of driveline elements by performing forced vibration analysis of engine excitation torque. We studied the methods for reducing torsional vibration of driveline according to the design factor of propeller shaft and examined the effects reducing vibration differential gear by applying flexible coupling.

  • PDF

Performance Analysis of CVTs with a 2K-H II Differential Gear (2K-HII차동기어 결합형 무단변속기의 성능해석)

  • 박재민;김연수;최상훈
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.21 no.4
    • /
    • pp.170-178
    • /
    • 2004
  • Continuously variable transmission (CVT) mechanisms considered here are input coupled types that combine the functions of a 2K-H II type differential gear and a V-belt type continuously variable unit (CVU). For the 8 different mechanisms, 4 of them are power-circulation modes while the other 4 are power-split modes, various performance analysis (speed ratios, power flows, divisions of power transmission in a differential gear and a CVU, and theoretical efficiencies) are performed to vary design parameters. Experimental studies are executed to validate fundamental relations (speed ratios, power flows, efficiencies, occurrence of geared neutral). Some useful characteristics associated with performance also are discussed in the mechanisms.

Three-dimensional free vibration analysis of functionally graded fiber reinforced cylindrical panels using differential quadrature method

  • Yas, M.H.;Aragh, B. Sobhani;Heshmati, M.
    • Structural Engineering and Mechanics
    • /
    • v.37 no.5
    • /
    • pp.529-542
    • /
    • 2011
  • Three dimensional solutions for free vibrations analysis of functionally graded fiber reinforced cylindrical panel are presented, using differential quadrature method (DQM). The orthotropic panel is simply supported at the edges and is assumed to have an arbitrary variation of reinforcement volume fraction in the radial direction. Suitable displacement functions that identically satisfy the simply supported boundary condition are used to reduce the equilibrium equations to a set of coupled ordinary differential equations with variable coefficients, which can be solved by differential quadrature method to obtain natural frequencies. The main contribution of this work is presenting useful results for continuous grading of fiber reinforcement in the thickness direction of a cylindrical panel and comparison with similar discrete laminate composite ones. Results indicate that significant improvement is found in natural frequency of a functionally graded fiber reinforced composite panel due to the reduction in spatial mismatch of material properties.

Comparison of Absolute and Differential ECT Signals around Tube Support Plate in Steam Generator

  • Shin, Young-Kil;Lee, Yun-Tai;Song, Myung-Ho
    • Journal of the Korean Society for Nondestructive Testing
    • /
    • v.25 no.3
    • /
    • pp.201-208
    • /
    • 2005
  • In this paper, absolute and differential eddy current signals from various defects in the steam generator tube are numerically predicted and their signal slope characteristics are investigated. The signal changes due to frequency increase are also observed. After studying signal patterns from various defects and frequencies, the analysis of mixed defect signals affected by the presence of a ferromagnetic support plate is attempted. For the signal prediction, axisymmetric finite element modeling is used and this leads us to the slope angle analysis of the signal. Results show that differential signals are useful for locating the position of a defect under the support plate, while absolute signals are easy to presume and interpret even though the effect of support plate is mixed. Combined use of these two types of signals will help us accomplish a more reliable inspection.

Vibration Analysis of Non-homogeneous Damped Beam Using the Differential Transformation Method (미분변환법에 의한 비균질 감쇠보의 진동 해석)

  • Shin, Young-Jae;Jaun, Su-Ju;Yun, Jong-Hak
    • Transactions of the Korean Society of Automotive Engineers
    • /
    • v.13 no.5
    • /
    • pp.1-6
    • /
    • 2005
  • In this paper, the natural frequencies of non-homogeneous damped beam are determined by using the differential transformation. The beam considered has different stiffness, damping and mass properties in each of two parts. The various boundary conditions are assumed at each end. The results obtained by the present method agree very well with those reported in the previous works. The present analysis shows the usefulness and validity of differential transformation in solving a non-homogeneous damped beam problem.