Support Vector Machine IDS Rule Extraction Mechanism from Honeypot Data

As awareness is increasing rapidly, more upto date aggressions are appearing. Security is a key to protection above all these problems. In this work, we will make a real existence scenario, employing honeypots. Honeypot is a well projected arrangement that entices hackers into it. By baiting the hacker into the arrangement, it is probable to monitor the procedures that are commenced and running on the arrangement by hacker. In supplementary words, honeypot is a mislead contraption that looks like a real arrangement in order to appeal the attacker. The target of the honeypot is analyzing, understanding, discerning and pursuing hacker’s behaviors in order to craft extra safeguard systems. Honeypot is outstanding method to enhance web protection administrators’ vision and discover how to become data from a victim arrangement employing forensic tools. Honeypot is additionally extremely functional for upcoming menaces to retain trail of new knowledge aggressions

Making Sense of the Medicare Physician Payment Data Release: Uses, Limitations, and Potential

In April 2014, the Centers for Medicare and Medicaid Services released a data file containing information on Medicare payments made to physicians and other providers. Though an important achievement in promoting greater health system transparency, limitations in the data have hindered key users, including consumers, payers, and providers, from discerning meaningful information from the file. This brief outlines the significance of the data release, the limitations of the dataset, the current uses of the information, and proposals for rendering the file more meaningful for public use

A survey of recently published cardiovascular, hematological and pneumological original articles in the Brazilian scientific press

Recent original scientific contributions published in selected Brazilian periodicals and classifiable under cardiovascular and pulmonary subject categories cover a wide range of sub specialties, both clinical and exprimental. Because they appear in journals with only recently enhanced visibility, we have decided to highlight a number of specific items appeared in four Brazilian journals, because we understand that this is an important subsidy to keep our readership adequately informed. These papers cover extensive sub-areas in both fields

iGreen : a social norms intervention to encourage pro-environmental behaviour

Previous research indicates that social norms interventions provide a promising avenue to encourage behaviour change. This study examined the efficacy of a social norms intervention, with the inclusion of personalised individual feedback, to encourage pro-environmental behaviour change. A qualitative approach was used to gain an in-depth understanding of how people respond to social norms feedback and personalised individual feedback on environmental behaviours. Central to this research was an innovative Facebook app called iGreen, which was designed specifically by the author and a number of colleagues to provide a seven-week social norms intervention. This app comprised environmentally themed games, a quiz on aspects of everyday domestic behaviours that impact on the environment, and the ability to provide feedback on respondents’ previous quiz answers. Respondents were randomly allocated to either a no feedback group, a personalised individual feedback group, or a group in which feedback also included the average quiz answer of other iGreen users (social norms feedback group). A sample of fifty-one people who used iGreen completed all quizzes, forty-four of these respondents completed a post-intervention questionnaire, and thirty respondents were interviewed. Drawing on elements of a discourse analysis approach to analyse the interviews enabled an in-depth understanding of why a social norms intervention might, or might not encourage pro-environmental behaviour and how people respond to personalised individual feedback and social norms feedback. The major finding in this research is that the quiz encouraged behaviour change because the questions increased the salience of injunctive norms and personal norms. This supports the focus theory of normative conduct and norm activation theory, which both state that increasing the salience of norms influences behaviour. Another finding is that environmental behaviour change can be constrained due to people associating some behaviours with the stigmatisation of environmental activists. Lastly, respondents in all three intervention groups claimed to have changed some behaviour and there were no apparent differences between the groups. This suggests that increased salience (in this case induced by answering repeated quiz questions) encouraged behaviour change. This raises the question of whether increased salience, rather than feedback, may account for some of the behaviour change found in previous social norms research. This research identifies key elements of an intervention that can increase its potential to encourage pro-environmental behaviour which has potential practical application in the design of innovative social norms interventions. The main contribution of this research is the discovery that making people’s everyday behaviours more salient can encourage pro-environmental behaviour. A digital quiz is a simple, cost-effective and engaging method for increasing salience and encouraging behaviour change, and this should be explored in future research

A prospective study of maternal factors and perinatal outcome of preterm birth

Background: Preterm birth (PTB) is a leading cause of perinatal morbidity and mortality, henceforth being a major concern for the obstetricians and paediatricians as well being a major health care issue. Preventing and treating the associated risk factors could play a major role in curbing the perinatal morbidity and mortality.Methods: A total 100 women with preterm labour or an indicated preterm termination of pregnancy were enrolled in the study. They were evaluated by history taking, clinical examination, and ultrasonography. Corticosteroids were given to all the patients. Maternal risk factors, obstetric outcome and perinatal outcome till discharge were studied.Results: Of the 100 women studied, mean age of the cases was 27 years, 60% of the cases belonged to lower socio-economic class, 74% of the cases were under 55 kgs weight group and 77% of cases were anaemic. 34% cases were below 34 weeks of gestation, 58% were multigravida, and 2% grand multipara with 35% labour being induced labour because of presence of various risk factors such as preterm premature rupture of membranes (PPROM), pre-eclampsia, eclampsia and chorioamnionitis. 6% cases had multiple pregnancies and 8% had history of preterm delivery in previous pregnancy. Out of 107 babies, 73% neonates required neonatal intensive care unit (NICU) admission and there was 12.14% neonatal mortality rate.Conclusions: Anaemia, malnutrition, infection, high order pregnancy are the preventable causes of preterm birth which can be prevented, screened and treated by specialised antenatal programs

Maternal factors associated with low birth weight babies

Background: To identify and evaluate various maternal factors associated with low birth weight babies delivered at term and to find out prevalence of LBW babies delivered at term at Dhiraj hospital.Methods: A single arm cross-sectional observational study was conducted in obstetrics & gynaecology department of Dhiraj Hospital, from June 2021 to December 2021. A total 250 patients fulfilling inclusion and exclusion criteria were enrolled. Data was collected from the labour room register statistics as reference for comparison. Maternal factors like-maternal age, parity, anemia, booking status, pregnancy induced hypertension, ante-natal iron and protein supplements, tobacco addiction, placenta previa, gender of newborn etc were studied. Data were analyzed with the help of chi-square test and were also presented by visual diagrams.Results: From the study, the prevalence of LBW at term in Dhiraj hospital was around 22.36%. Out of 250 in sample group, 63.6% mothers were anemic. Almost over 50% mothers with LBW had not taken regular iron supplements. Around 67% mothers not adequately visited (4 antenatal visits) hospital during antenatal period. Primipara mothers (58%) associated more with LBW babies than Multipara (42%). Pregnancy induced hypertension and placenta previa significantly affects birth weight. Around 30% LBW show maternal history of tobacco addiction.Conclusions: Although the prevalence of LBW in India has declined over the past decade, it remains still high. Anemia is the most important modifiable factors contributing birth weight. Iron and Protein supplementation need to be attention to prevent LBW. A comprehensive global strategy is required to reduce LBW which must include multiple elements: improving maternal status, treating PIH (or other associated condition), and providing adequate maternal care

Clinical implication of genome-wide profiling in diffuse large B-cell lymphoma and other subtypes of B-cell lymphoma.

The differentiation of lymphoid cells is tightly regulated by transcription factors at various stages during their development. During the maturation processes, different genomic alterations or aberrations such as chromosomal translocation, mutation and deletions may occur that can eventually result in distinct biological and clinical tumors. The different differentiation stages create heterogeneity in lymphoid malignancies, which can complicate the diagnosis. The initial diagnostic scheme for lymphoid diseases was coined by Rappaport followed by Revised European and American Classification of Lymphoid Neoplasms (REAL) and World Health Organization (WHO) classifications. These classification methods were based on histological, immunophenotypic and cytogenetic markers and widely accepted by pathologists and oncologists worldwide. During last several decades, great progress has been made in understanding the etiology, pathogenesis and molecular biology of malignant lymphoma. However, detailed knowledge in the molecular mechanism of lymphomagenesis is largely unknown. New therapeutic protocols based on the new classification have been on clinical trials, but with little success. Therefore, it is imperative to understand the basic biology of the tumor at molecular level. One important approach will be to measure the activity of the tumor genome and this can partly be achieved by the measurement of whole cellular mRNA. One of the key technologies to perform a high-throughput analysis is DNA microarray technology. The genome-wide transcriptional measurement, also called gene expression profile (GEP) can accurately define the biological phenotype of the tumor. In this review, important discoveries made by genome-wide GEP in understanding the biology of lymphoma and additionally the diagnostic and prognostic value of microarrays are discussed

Exhaled breath condensate purines correlate with lung function in infants and preschoolers

Although airway inflammation begins early in life in children with chronic respiratory diseases, current methods to assess this inflammation are invasive and entail significant risk. Measurement of exhaled breath condensate (EBC) purines and other biomarkers offer a less invasive method to assess airway inflammation; however, the feasibility and utility of EBC biomarkers in young children has not been established

Urinary Bladder Calculus as a Rare Cause of Obstructed Labour: A Series of Three Rare Cases

Obstructed labour by large urinary bladder stones is one of the rare complications. Very small number of cases have been described in available literature. The diagnosis is generally based on the history of patient, their clinical evaluation and ultrasonography scans during pregnancy. Majority of antenatal cases in rural areas come first time in Primary Healthcare Centre (PHC) with labour pain and usually without any previous ultrasound scans. These cases are referred to higher centres due to prolonged obstructed labour. Although rare, but one should consider a large urinary bladder calculus as a cause of obstructed labour as early diagnosis and timely management of urinary bladder stones can prevent various complications like mechanical dystocia and Vesico-vaginal Fistula (VVF). Here, authors reported three cases of a large urinary bladder calculus causing obstructed labour. Caesarean section was done for obstructed labour and cystolithotomy was performed simultaneously in all three cases

After the Election... A Population Health Open Forum

Most of 2020 has been focused on the pandemic and the election. Now we must turn our thoughts toward planning for 2021. Join us for a thought-provoking conversation with these outstanding leaders about what the future holds for healthcare, population and public health, and health equity. Presentation: 59:1