Miracle-dz/UniFAR-FTUs huggingface dataset:
A Large-scale Analysis of Content Modification by Open HTTP Proxies

Open HTTP proxies offer a quick and convenient solution for routing web traffic towards a destination. In contrast to more elaborate relaying systems, such as anonymity networks or VPN services, users can freely connect to an open HTTP proxy without the need to install any special software. Therefore, open HTTP proxies are an attractive option for bypassing IPbased filters and geo-location restrictions, circumventing content blocking and censorship, and in general, hiding the client’s IP address when accessing a web server. Nevertheless, the consequences of routing traffic through an untrusted third party can be severe, while the operating incentives of the thousands of publicly available HTTP proxies are questionable. In this paper, we present the results of a large-scale analysis of open HTTP proxies, focusing on determining the extent to which user traffic is manipulated while being relayed. We have designed a methodology for detecting proxies that, instead of passively relaying traffic, actively modify the relayed content. Beyond simple detection, our framework is capable of macroscopically attributing certain traffic modifications at the network level to well-defined malicious actions, such as ad injection, user fingerprinting, and redirection to malware landing pages. We have applied our methodology on a large set of publicly available HTTP proxies, which we monitored for a period of two months, and identified that 38% of them perform some form of content modification. The majority of these proxies can be considered benign, as they do not perform any harmful content modification. However, 5.15% of the tested proxies were found to perform modification or injection that can be considered as malicious or unwanted. Specifically, 47% of the malicious proxies injected ads, 39% injected code for collecting user information that can be used for tracking and fingerprinting, and 12% attempted to redirect the user to pages that contain malware. Our study reveals the true incentives of many of the publicly available web proxies. Our findings raise several concerns, as we uncover multiple cases where users can be severely affected by connecting to an open proxy. As a step towards protecting users against unwanted content modification, we built a service that leverages our methodology to automatically collect and probe public proxies, and generates a list of safe proxies that do not perform any content modification, on a daily basis.
Algorithms for hierarchical clustering: an overview, II

We survey agglomerative hierarchical clustering algorithms and discuss efficient implementations that are available in R and other software environments. We look at hierarchical self‐organizing maps and mixture models. We review grid‐based clustering, focusing on hierarchical density‐based approaches. Finally, we describe a recently developed very efficient (linear time) hierarchical clustering algorithm, which can also be viewed as a hierarchical grid‐based algorithm. This review adds to the earlier version, Murtagh F, Contreras P. Algorithms for hierarchical clustering: an overview, Wiley Interdiscip Rev: Data Mining Knowl Discov 2012, 2, 86–97. WIREs Data Mining Knowl Discov 2017, 7:e1219. doi: 10.1002/widm.1219
A review of scenario generation methods

Stochastic programming models provide a powerful paradigm for decision making under uncertainty. In these models the uncertainties are captured by scenario generation and so are crucial to the quality of solutions obtained. Presently there do not exist many literature reviews on scenario generation; this paper surveys them. We introduce the main concepts behind scenario generation, which are not just concerned with discretising methods. We review the main scenario generation classes and analyse the advantages and disadvantages. We also review new and less commonly known scenario generation methods, such as 'hybrid' methods.
Measurement and Modeling of Network Delays for MS-Based A-GPS Assistance Delivery

While conventional global positioning system (GPS) receivers have gained popularity for applications in open-sky environments, their performance degrades in challenging conditions, such as urban canyons and indoors. The assisted GPS (A-GPS) concept enhanced receiver capability to operate in weak signal conditions using terrestrial links to communicate helpful information such as satellite orbital parameters, coarse estimates of time and location, and so forth. The A-GPS mode has been standardized for many wireless networks and is integrated in high-end simulators to support development and testing efforts. As the terrestrial-assistance data channel becomes an important link for the receiver, the statistical modeling of information delivery delays should be addressed to simulate more adequate operation scenarios. This paper addresses this aspect by presenting a delay measurement and modeling approach for Mobile Station Based assistance data. Even though the approach can be applied to other measurement setups, this paper is presented for standardized secure user plane location architecture that exploits data channels of wireless networks to deliver assistance data. Measurement data are collected and modeled for various scenarios of relative deployment of assistance servers and receivers. Delays are modeled for LAN, WLAN, third-generation mobile telecommunication, high-speed downlink packet access, and fourth-generation long-term evolution networks, with the transmission control protocol and the Internet protocol connection between a server and receiver.
GRB 120422A: A LOW-LUMINOSITY GAMMA-RAY BURST DRIVEN BY A CENTRAL ENGINE

GRB 120422A is a low-luminosity gamma-ray burst (GRB) associated with a bright supernova, which distinguishes itself by its relatively short T90 (∼5 s) and an energetic and steep-decaying X-ray tail. We analyze the Swift Burst Alert Telescope and X-ray Telescope data and discuss the physical implications. We show that the steep decline early in the X-ray light curve can be interpreted as the curvature tail of a late emission episode around 58–86 s, with a curved instantaneous spectrum at the end of the emission episode. Together with the main activity in the first ∼20 s and the weak emission from 40 s to 60 s, the prompt emission is variable, which points to a central engine origin in contrast to a shock-breakout origin, which is used to interpret some other nearby low-luminosity supernova GRBs. Both the curvature effect model and interpreting the early shallow decay as the coasting external forward shock emission in a wind medium provide a constraint on the bulk Lorentz factor Γ to be around several. Comparing the properties of GRB 120422A and other supernova GRBs, we find that the main criterion to distinguish engine-driven GRBs from shock-breakout GRBs is the time-averaged γ-ray luminosity. Engine-driven GRBs likely have a luminosity above ∼1048 erg s−1.
Extension of the modified Poisson regression model to prospective studies with correlated binary data

The Poisson regression model using a sandwich variance estimator has become a viable alternative to the logistic regression model for the analysis of prospective studies with independent binary outcomes. The primary advantage of this approach is that it readily provides covariate-adjusted risk ratios and associated standard errors. In this article, the model is extended to studies with correlated binary outcomes as arise in longitudinal or cluster randomization studies. The key step involves a cluster-level grouping strategy for the computation of the middle term in the sandwich estimator. For a single binary exposure variable without covariate adjustment, this approach results in risk ratio estimates and standard errors that are identical to those found in the survey sampling literature. Simulation results suggest that it is reliable for studies with correlated binary data, provided the total number of clusters is at least 50. Data from observational and cluster randomized studies are used to illustrate the methods.
Channel characteristics analysis in smart warehouse scenario

Industry 4.0 aims to connect internet to industry, makes the factories more conomic, efficient and smart. In this paper we focus the study on the wireless channel characteristics in smart warehouse at 5.8 GHz, which is a typical scenario of industrial 4.0 at ISM band. we build a smart warehouse scenario in 3D mode, simulate the channel by using ray-tracing method. The main energy in the channel comes from the direct path, and most multi-paths are continuously varying in the mobile channel.
Applicant–Employee Fit in Personality: Testing Predictions from Similarity‐Attraction Theory and Trait Activation Theory

We extend prior research by examining whether, and how, applicant–employee fit in the personality traits of conscientiousness, agreeableness, and extraversion affect organizational attractiveness. We test hypotheses based on similarity‐attraction theory and trait activation theory. Results from two studies indicate that applicants high in valued traits are more attracted to organizations when employees are more similar to them in those personality traits, whereas employees’ trait levels do not affect attraction for applicants low in valued traits. The effects of objective applicant–employee fit in personality on attractiveness were mediated by perceived applicant–employee fit. The pattern of the observed applicant–employee fit interactions was best predicted by trait activation theory and, thus, provide an important extension to similarity‐attraction theory.
Frank Schorfheide “ Testing for Indeterminacy : An Application to U . S . Monetary Policy ” PIER Working Paper 02-025

This paper considers a prototypical monetary business cycle model for the U.S. economy, in which the equilibrium is undetermined if monetary policy is ‘inactive’. In previous multivariate studies it has been common practice to restrict parameter estimates to values for which the equilibrium is unique. We show how the likelihood-based estimation of dynamic stochastic general equilibrium models can be extended to allow for indeterminacies and sunspot fluctuations. We propose a posterior odds test for the hypothesis that the data are best explained by parameters that imply determinacy. Our empirical results show that the Volcker-Greenspan policy regime is consistent with determinacy, whereas the pre-Volcker regime is not. We find that before 1979 non-fundamental sunspot shocks may have contributed significantly to inflation and interest rate volatility, but essentially did not affect output fluctuations.
Analysis of ERCC2/XPD functional polymorphisms in systemic lupus erythematosus

Sunlight/ultraviolet (UV) irradiation has been recognized as an important risk factor for developing systemic lupus erythematosus (SLE). However, the interpretation of genetic variations involved in UV‐light sensitivity is largely unknown. Recent studies indicated that two genetic variations of ERCC2/XPD gene (rs1799793 in exon 10 and rs13181 in exon 23) have been found to exert negative influences on nucleotide excision repair system. To analyse the possible contribution of the ERCC2/XPD functional single nucleotide polymorphisms in genetic susceptibility to SLE, the rs13181 and rs1799793 SNPs in ERCC2/XPD were genotyped by polymerase chain reaction followed by restriction fragment length polymorphism analysis. Association was studied by case–control analyses using samples from 172 SLE patients and 160 healthy controls. Haplotype analysis was performed to detect the association with genetic predisposition to SLE and the clinical features. Although these two functional genetic variations are linked to several immune dysfunction‐induced diseases, no statistically significant differences in allele or genotype frequencies were observed between SLE patients and controls. Haplotype analysis showed that none of ERCC2/XPD haplotypes was associated with the incidence of SLE disease, nor the preference of clinical features. In conclusion, the ERCC2/XPD functional polymorphisms analysed in this study showed no association in genetic susceptibility to SLE.
Multiple test procedures other than Bonferroni's deserve wider use

EDITOR—Recently, Perneger tried to establish that adjustments for multiple testing are unnecessary.1 However, the main arguments against multiplicity adjustments are based on misunderstanding of and a lack of knowledge about simultaneous statistical inference. Firstly, Perneger equated multiple test adjustments with Bonferroni corrections. The Bonferroni procedure ignores dependencies among the data and is therefore much too conservative if the number of tests is large.2 Hence, we agree with Perneger that the Bonferroni method should not be routinely used. This is, however, no argument against the use of multiplicity …
1,4-Bis[4-(methoxycarbonyl)benzyl]-1H-1,2,4-triazol-4-ium bromide

In the title salt, C20H20N3O4 +·Br−, the dihedral angle between the benzene rings is 8.69 (16)°, and those between the benzene rings and the triazole ring are 69.98 (18) and 72.17 (18)°. In the crystal, C—H⋯Br hydrogen bonds link the cations and anions into chains along the c axis.
Reduction of Acute Hepatic Damage Induced by Acetaminophen after Treatment with Diphenyl Diselenide in Mice

In this study, the authors evaluated the ability of diphenyl diselenide (PhSe)2 to reverse acute hepatic failure induced by acetaminophen (APAP) in mice. The animals received an APAP dose of 600 mg/kg intraperitoneally (i.p.), and then 1 hour later, they received 15.6 mg/kg i.p. of (PhSe)2. Three hours after (PhSe)2 administration, the animals were sacrificed and blood and liver samples were collected for analysis. The serum alanine aminotransferase (ALT) and aspartate aminotransferase (AST) levels were measured. The levels of reduced glutathione (GSH) and oxidized glutathione (GSSG), thiobarbituric acid-reactive substances (TBARS), 2’,7’-dichlorofluorescein (DFC), catalase activity (CAT), and myeloperoxidase (MPO) activity were determined in the liver. A methyl-tetrazolium reduction (MTT) assay was also performed on the liver. Histopathological studies were conducted in all groups. Exposure of animals to APAP induced oxidative stress, increased lipid peroxidation (LPO), and the generation of reactive species, reduced the levels of GSH, and caused an increase in the MPO activity. Treatment with (PhSe)2 reduced LPO and the formation of reactive species and inhibited the processes of inflammation, reducing the hepatic damage induced by APAP. The results of this study show that (PhSe)2 is a promising therapeutic option for the treatment of acute hepatic failure.
Identification of candidate prostate cancer genes through comparative expression‐profiling of seminal vesicle

Prostate cancer is the most frequently diagnosed cancer among men in the United States. In contrast, cancer of the seminal vesicle is exceedingly rare, despite that the prostate and seminal vesicle share similar histology, secretory function, androgen dependency, blood supply, and (in part) embryonic origin. We hypothesized that gene‐expression differences between prostate and seminal vesicle might inform mechanisms underlying the higher incidence of prostate cancer.
Low temperature adaptation and the effects of cryoprotectants on mesorhizobia strains

In this study, the tolerance of Mesorhizobium sp. ACMP18, Mesorhizobium sp. USDA3350, and Mesorhizobium temperatum LMG23931 strains, to cold and freezing were investigated. The ability to withstand freezing at −20 °C and −70 °C for 24 months was different among the studied strains and depended on the cryoprotectant used. The survivability of mesorhizobial strains at −20 °C and −70 °C was significantly improved by some cryoprotectans (glycerol and sucrose/peptone). It is worth noting that the greatest resistance to freezing was detected when stress treatments were performed in glycerol as a cryoprotectant. Using PCR analysis, cspA genes were identified in the studied strains. Their nucleotide sequences were most similar to the sequences of the corresponding genes of the Mesorhizobium species. The expression of the cspA gene in the studied bacteria was analyzed using the RT‐PCR technique. The fatty acid composition of the mesorhizobia was determined at 5, 10, 15, and 28 °C. It was noticed that growth temperature significantly affected the fatty acid composition and the amounts of unsaturated fatty acids, especially that of cis‐vaccenic acid (18:1ɷ11), increased markedly in bacterial cells cultivated at 5, 10, and 15 °C.
Personality, Parental, and Media Influences on Aggressive Personality and Violent Crime in Young Adults

ABSTRACT Debate remains regarding the interaction between predictor variables for aggression, including family environment, media violence, and personality. The current study examined the contributions of gender and personality, exposure to physical abuse and violence in the family, and exposure to media violence in both television and in video games on violent criminal activity. Data from young adults (n = 355) indicated that personality characteristics and direct physical abuse significantly predicted violent crime. Exposure to television and video game violence were not significant predictors of violent crime. These results elucidate the complex interplay between multiple factors related to the etiology of violent crime. These results also call into question the belief that media violence is involved in the etiology of violent crime.
Feature engineering for mobile (SMS) spam filtering

Mobile spam in an increasing threat that may be addressed using filtering systems like those employed against email spam. We believe that email filtering techniques require some adaptation to reach good levels of performance on SMS spam, especially regarding message representation. In order to test this assumption, we have performed experiments on SMS filtering using top performing email spam filters on mobile spam messages using a suitable feature representation, with results supporting our hypothesis.
Quality of life, alexithymia, anxiety and depression symptoms among mothers of children with atopic dermatitis -

Objective: The mothers of children diagnosed with atopic dermatitis (AD) may be impacted in many different ways. Aim of the present study was to compare quality of life, anxiety, depression, and alexithymia symptoms between mothers of children diagnosed with AD and mothers of healthy children. Method: The study included 34 mothers of children who were diagnosed with AD between June 2012 and July 2013 and 35 mothers of healthy children. In the study, Short Form 36 (SF-36) Health Survey was used to evaluate quality of life, while the Toronto Alexithymia Scale (TAS) was used to evaluate alexithymia level, the State-Trait Anxiety Inventory (STAI) was used to evaluate anxiety symptoms, and the Beck Depression Scale (BDS) was used to evaluate depression symptoms. Results: There was no statistically significant difference between the mothers of AD patients and control subjects in terms of quality of life, anxiety, depression, and alexithymia. In addition, there was no significant difference in disease severity or symptoms scale scores between the two groups. Conclusion: These results may suggest that mothersâ€™ mental health is not affected in the early stage of the disease. In later stages of the disease, mothers of children with AD may become psychologically affected. Long-term follow up studies are required to clarify this distinction.
Biologic Behavior of an In Vitro Hydrated Collagen Gel–Human Tenocyte Tendon Model

An in vitro human tenocyte-collagen gel model was developed to study tenocyte-mediated Type I collagen fibril reorganization, proliferation, and Type I collagen gene expression. Human tenocytes, obtained from extrasynovial forearm flexor tendons from children 5 to 10 years of age were cultured on plastic or in a cylinder of hydrated Type I collagen gel. Collagen solution was seeded with human tenocytes at 5 × 105 cells/mL and gelled in cylinder molds; gel cylinders without human tenocytes served as controls. Gel cylinders were pinned to troughs to create noncompliance. The gel cylinders were analyzed for collagen birefringence and cell shape at 7 and 21 days and for proliferation and gene expression for Type I collagen at 7 days. Under conditions of noncompliance, human tenocytes reoriented Type I collagen into longitudinal bundles resembling the parallel organization of collagen in native tendons. Tenocyte shape became fusiform between the collagen bundles which mimics the morphologic features of a tenocyte in vivo. The structural changes in the tenocytes and matrix are accompanied by downregulation of human tenocyte proliferation and Type I collagen gene expression. When released from the gel cylinder and grown again on plastic, human tenocytes resume proliferation and Type I collagen gene expression. The human tenocytes in this in vitro gel cylinder model system control fibril reorganization and proliferation, resembling their behavior during the development and repair of native tendons.
Time-based RF showers for energy-aware power transmission

This paper proposes a review of the use of time-based arrays as RF energy providers in those wireless applications where an energy-aware transmission is of key importance. The higher simplicity and versatility of time-modulated arrays (TMAs) with respect to other modern radiating systems is deeply discussed: in particular, the multi-harmonic radiation capability of TMA is efficiently deployed in the smart wireless power transfer procedure. This two-step procedure is demonstrated through a 2.45 GHz 8-monopole planar array, by resorting to a rigorous co-simulation approach: it combines the Harmonic Balance technique, for the accurate description of the nonlinear switches, with the full-wave analysis of the array and its feeding network.
Oxidant-scavenging activities of ampicillin and sulbactam and their effects on neutrophil functions

Luminol-enhanced luminescence is a method used to measure formation of reactive oxygen intermediates important in the ability of neutrophils to kill microbes. Several studies have demonstrated that under some conditions of incubation, ampicillin can inhibit neutrophil-derived luminol-enhanced luminescence. We evaluated the mechanism(s) by which ampicillin inhibited the luminescent response of stimulated neutrophils. We also investigated sulbactam, a beta-lactamase inhibitor which has been given in combination with ampicillin and other beta-lactam antibiotics to increase their spectra, for possible similar effects. Both ampicillin and sulbactam attenuated luminol-enhanced luminescence by approximately 40%. Superoxide production was not prevented by added ampicillin, nor was superoxide scavenged by it. Myeloperoxidase reacts with H2O2 and Cl- to generate OCl-, which is believed to be the oxidizer of luminol that is primarily responsible for enhancement of neutrophil-derived luminescence. Hydroxyl radicals (HO.), which may also oxidize luminol, resulting in luminescence, can be formed from O2- and H2O2 via either myeloperoxidase-dependent (involving intermediate OCl-) or myeloperoxidase-independent (through a metal ion catalyst) reactions. Ampicillin scavenged H2O2 and OCl- and prevented 95% of Fenton reaction-generated HO. from reacting with 5,5-dimethyl-1-pyrroline-N-oxide. Sulbactam was found to scavenge OCl- and HO. , but less avidly than ampicillin did. Neither ampicillin nor sulbactam inhibited myeloperoxidase activity. Sublethal concentrations of sulbactam had no significant effect on neutrophil killing of Staphylococcus aureus and Escherichia coli. Our results demonstrate a mechanism(s) by which ampicillin inhibits luminol-enhanced luminescence from stimulated neutrophils, namely, through scavenging of the oxidant(s) primarily responsible for the generation of luminescence.