2,634 research outputs found
A Meaningful MD5 Hash Collision Attack
It is now proved by Wang et al., that MD5 hash is no more secure, after they proposed an attack that would generate two different messages that gives the same MD5 sum. Many conditions need to be satisfied to attain this collision. Vlastimil Klima then proposed a more efficient and faster technique to implement this attack. We use these techniques to first create a collision attack and then use these collisions to implement meaningful collisions by creating two different packages that give identical MD5 hash, but when extracted, each gives out different files with contents specified by the atacker
Cluster Based Symbolic Representation for Skewed Text Categorization
In this work, a problem associated with imbalanced text corpora is addressed.
A method of converting an imbalanced text corpus into a balanced one is
presented. The presented method employs a clustering algorithm for conversion.
Initially to avoid curse of dimensionality, an effective representation scheme
based on term class relevancy measure is adapted, which drastically reduces the
dimension to the number of classes in the corpus. Subsequently, the samples of
larger sized classes are grouped into a number of subclasses of smaller sizes
to make the entire corpus balanced. Each subclass is then given a single
symbolic vector representation by the use of interval valued features. This
symbolic representation in addition to being compact helps in reducing the
space requirement and also the classification time. The proposed model has been
empirically demonstrated for its superiority on bench marking datasets viz.,
Reuters 21578 and TDT2. Further, it has been compared against several other
existing contemporary models including model based on support vector machine.
The comparative analysis indicates that the proposed model outperforms the
other existing models.Comment: 14 Pages, 15 Figures, 1 Table, Conference: RTIP2
Origin and evolution of Gneiss-Charnockite rocks of Dharmapuri District, Tamil Nadu, India
A low- to high-grade transition area in Dharmapuri district was investigated petrologically and geochemically. The investigation confirmed the presence of a continuous section through a former lower crust, with felsic charnockites predominating the lower part and felsic gneisses the upper part. The structure of original gneisses is preserved in charnockites and the latter show petrographic evidence for prograde metamorphism. The prograde metamorphism is of isochemical nature as revealed by the similarity of compositions of tonalitic gneisses and tonalitic charnockites. However, the depletion of LIL elements particularly Rb, caused variation in K/Rb ratios from low values (345) in the gneisses in upper part to higher values (1775) in the charnockites in the lower crust. This variation in K/Rb ratio in a north to south traverse is related to the progressive break-down of hydrous minerals under decreasing H2O and increasing CO2 fluid conditions. Metasomatism and partial melting has also taken place to a limited extent along shear planes and weak zones. During cooling the H2O circulation affected substantial auto-regression in the transition zone resulting in the formation of second generation biotite
Magnetic anomalies in Nd6Co(1.67)Si3: Surprising first order transitions in the low-temperature isothermal magnetization
We present the results of magnetic measurements on Nd6Co(1.67)Si3, a compound
recently reported to crystallize in a hexagonal structure (space group P6_3/m)
and to undergo long range magnetic ordering below 84 K. The results reveal that
the magnetism of this compound is quite complex with additional magnetic
anomalies near 50 and 20 K. There are qualitative changes in the isothermal
magnetization behavior with the variation of temperature. Notably, there is a
field-induced spin reorientation as the temperature is lowered below 20 K. A
finding we stress is that this transition is discontinuous for 1.8K in the
virgin curve, but the first order character appears only after a field-cycling
for a narrow higher temperature range near 5 K. Thus, this compound serves as
an example for the stabilisation of first-order transition induced by
magnetic-field-cycling. The issues of 'Phase co-existence' and 'meta-stability'
after a field-cycling at low temperatures in this compound are also addressed
Magnetic anomalies in Gd6Co1.67Si3 and Tb6Co1.67Si3
The compounds, Gd6Co1.67Si3 and Tb6Co1.67Si3, recently reported to form in a
Ce6Ni2Si3-derived hexagonal structure (space group: P6_3 / m) and to order
magnetically below 295 and 190 K respectively, have been investigated by
detailed magnetization (M) studies in the temperature interval 1.8-330 K as a
function of magnetic field (H). The points of emphasis are: We observe multiple
steps in the M(H) curve for the Tb compound at 1.8 K while increasing H, but
these steps do not appear in the reverse cycle of H. At higher temperatures,
such steps are absent. However, this 'staircase' behavior of M(H) is not
observed for the Gd compound at any temperature and the isothermal
magnetization is not hysteretic unlike in Tb compound. From the M(H) data
measured at close intervals of temperature, we have derived isothermal entropy
change (Delta S) and it is found that Delta S follows a theoretically predicted
H^2/3-dependence
The sharpness of gamma-ray burst prompt emission spectra
We aim to obtain a measure of the curvature of time-resolved spectra that can
be compared directly to theory. This tests the ability of models such as
synchrotron emission to explain the peaks or breaks of GBM prompt emission
spectra. We take the burst sample from the official Fermi GBM GRB time-resolved
spectral catalog. We re-fit all spectra with a measured peak or break energy in
the catalog best-fit models in various energy ranges, which cover the curvature
around the spectral peak or break, resulting in a total of 1,113 spectra being
analysed. We compute the sharpness angles under the peak or break of the
triangle constructed under the model fit curves and compare to the values
obtained from various representative emission models: blackbody,
single-electron synchrotron, synchrotron emission from a Maxwellian or
power-law electron distribution. We find that 35% of the time-resolved spectra
are inconsistent with the single-electron synchrotron function, and 91% are
inconsistent with the Maxwellian synchrotron function. The single temperature,
single emission time and location blackbody function is found to be sharper
than all the spectra. No general evolutionary trend of the sharpness angle is
observed, neither per burst nor for the whole population. It is found that the
limiting case, a single temperature Maxwellian synchrotron function, can only
contribute up to % of the peak flux. Our results show that even
the sharpest but non-realistic case, the single-electron synchrotron function,
cannot explain a large fraction of the observed GRB prompt spectra. Because of
the fact that any combination of physically possible synchrotron spectra added
together will always further broaden the spectrum, emission mechanisms other
than optically thin synchrotron radiation are likely required in a full
explanation of the spectral peaks or breaks of the GRB prompt emission phase.Comment: 16 pages, 13 figures, 2 tables, accepted for publication in A&
Recent results and new hardware developments for protein crystal growth in microactivity
Protein crystal growth experiments have been performed on 16 space shuttle missions since April, 1985. The initial experiments utilized vapor diffusion crystallization techniques similar to those used in laboratories for earth-based experiments. More recent experiments have utilized temperature induced crystallization as an alternative method for growing high quality protein crystals in microgravity. Results from both vapor diffusion and temperature induced crystallization experiments indicate that proteins grown in microgravity may be larger, display more uniform morphologies, and yield diffraction data to significantly higher resolutions than the best crystals of these proteins grown on earth
Generalized thermodynamics of q-deformed bosons and fermions
We study the thermostatistics of q-deformed bosons and fermions obeying the
symmetric algebra and show that it can be built on the formalism of q-calculus.
The entire structure of thermodynamics is preserved if ordinary derivatives are
replaced by an appropriate Jackson derivative. In this framework, we derive the
most important thermodynamic functions describing the q-boson and q-fermion
ideal gases in the thermodynamic limit. We also investigate the semi-classical
limit and the low temperature regime and demonstrate that the nature of the
q-deformation gives rise to pure quantum statistical effects stronger than
undeformed boson and fermion particles.Comment: 8 pages, Physical Review E in pres
Multicenter Validation of the Vasoactive-Ventilation-Renal Score as a Predictor of Prolonged Mechanical Ventilation After Neonatal Cardiac Surgery
Objectives: We sought to validate the Vasoactive-Ventilation-Renal score, a novel disease severity index, as a predictor of outcome in a multicenter cohort of neonates who underwent cardiac surgery.
Design: Retrospective chart review.
Setting: Seven tertiary-care referral centers.
Patients: Neonates defined as age less than or equal to 30 days at the time of cardiac surgery.
Interventions: Ventilation index, Vasoactive-Inotrope Score, serum lactate, and Vasoactive-Ventilation-Renal score were recorded for three postoperative time points: ICU admission, 6 hours, and 12 hours. Peak values, defined as the highest of the three measurements, were also noted. Vasoactive-Ventilation-Renal was calculated as follows: ventilation index + Vasoactive-Inotrope Score + Δ creatinine (change in creatinine from baseline × 10). Primary outcome was prolonged duration of mechanical ventilation, defined as greater than 96 hours. Receiver operative characteristic curves were generated, and abilities of variables to correctly classify prolonged duration of mechanical ventilation were compared using area under the curve values. Multivariable logistic regression modeling was also performed.
Measurements and Main Results: We reviewed 275 neonates. Median age at surgery was 7 days (25th–75th percentile, 5–12 d), 86 (31%) had single ventricle anatomy, and 183 (67%) were classified as Society of Thoracic Surgeons-European Association for Cardio-Thoracic Surgery Congenital Heart Surgery Mortality Category 4 or 5. Prolonged duration of mechanical ventilation occurred in 89 patients (32%). At each postoperative time point, the area under the curve for prolonged duration of mechanical ventilation was significantly greater for the Vasoactive-Ventilation-Renal score as compared to the ventilation index, Vasoactive-Inotrope Score, and serum lactate, with an area under the curve for peak Vasoactive-Ventilation-Renal score of 0.82 (95% CI, 0.77–0.88). On multivariable analysis, peak Vasoactive-Ventilation-Renal score was independently associated with prolonged duration of mechanical ventilation, odds ratio (per 1 unit increase): 1.08 (95% CI, 1.04–1.12).
Conclusions: In this multicenter cohort of neonates who underwent cardiac surgery, the Vasoactive-Ventilation-Renal score was a reliable predictor of postoperative outcome and outperformed more traditional measures of disease complexity and severity
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