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Institute
- Theodor-Boveri-Institut für Biowissenschaften (100)
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Virtualization allows the creation of virtual instances of physical devices, such as network and processing units. In a virtualized system, governed by a hypervisor, resources are shared among virtual machines (VMs). Virtualization has been receiving increasing interest as away to reduce costs through server consolidation and to enhance the flexibility of physical infrastructures. Although virtualization provides many benefits, it introduces new security challenges; that is, the introduction of a hypervisor introduces threats since hypervisors expose new attack surfaces.
Intrusion detection is a common cyber security mechanism whose task is to detect malicious activities in host and/or network environments. This enables timely reaction in order to stop an on-going attack, or to mitigate the impact of a security breach. The wide adoption of virtualization has resulted in the increasingly common practice of deploying conventional intrusion detection systems (IDSs), for example, hardware IDS appliances or common software-based IDSs, in designated VMs as virtual network functions (VNFs). In addition, the research and industrial communities have developed IDSs specifically designed to operate in virtualized environments (i.e., hypervisorbased IDSs), with components both inside the hypervisor and in a designated VM. The latter are becoming increasingly common with the growing proliferation of virtualized data centers and the adoption of the cloud computing paradigm, for which virtualization is as a key enabling technology.
To minimize the risk of security breaches, methods and techniques for evaluating IDSs in an accurate manner are essential. For instance, one may compare different IDSs in terms of their attack detection accuracy in order to identify and deploy the IDS that operates optimally in a given environment, thereby reducing the risks of a security breach. However, methods and techniques for realistic and accurate evaluation of the attack detection accuracy of IDSs in virtualized environments (i.e., IDSs deployed as VNFs or hypervisor-based IDSs) are lacking. That is, workloads that exercise the sensors of an evaluated IDS and contain attacks targeting hypervisors are needed. Attacks targeting hypervisors are of high severity since they may result in, for example, altering the hypervisors’s memory and thus enabling the execution of malicious code with hypervisor privileges. In addition, there are no metrics and measurement methodologies
for accurately quantifying the attack detection accuracy of IDSs in virtualized environments with elastic resource provisioning (i.e., on-demand allocation or deallocation of virtualized hardware resources to VMs). Modern hypervisors allow for hotplugging virtual CPUs and memory on the designated VM where the intrusion detection engine of hypervisor-based IDSs, as well as of IDSs deployed as VNFs, typically operates. Resource hotplugging may have a significant impact on the attack detection accuracy of an evaluated IDS, which is not taken into account by existing metrics for quantifying IDS attack detection accuracy. This may lead to inaccurate measurements, which, in turn, may result in the deployment of misconfigured or ill-performing IDSs, increasing
the risk of security breaches.
This thesis presents contributions that span the standard components of any system
evaluation scenario: workloads, metrics, and measurement methodologies. The scientific contributions of this thesis are:
A comprehensive systematization of the common practices and the state-of-theart on IDS evaluation. This includes: (i) a definition of an IDS evaluation design space allowing to put existing practical and theoretical work into a common context in a systematic manner; (ii) an overview of common practices in IDS evaluation reviewing evaluation approaches and methods related to each part of the design space; (iii) and a set of case studies demonstrating how different IDS evaluation approaches are applied in practice. Given the significant amount of existing practical and theoretical work related to IDS evaluation, the presented systematization is beneficial for improving the general understanding of the topic by providing an overview of the current state of the field. In addition, it is beneficial for identifying and contrasting advantages and disadvantages of different IDS evaluation methods and practices, while also helping to identify specific requirements and best practices for evaluating current and future IDSs.
An in-depth analysis of common vulnerabilities of modern hypervisors as well as a set of attack models capturing the activities of attackers triggering these vulnerabilities. The analysis includes 35 representative vulnerabilities of hypercall handlers (i.e., hypercall vulnerabilities). Hypercalls are software traps from a kernel of a VM to the hypervisor. The hypercall interface of hypervisors, among device drivers and VM exit events, is one of the attack surfaces that hypervisors expose. Triggering a hypercall vulnerability may lead to a crash of the hypervisor or to altering the hypervisor’s memory. We analyze the origins
of the considered hypercall vulnerabilities, demonstrate and analyze possible attacks that trigger them (i.e., hypercall attacks), develop hypercall attack models(i.e., systematized activities of attackers targeting the hypercall interface), and discuss future research directions focusing on approaches for securing hypercall interfaces.
A novel approach for evaluating IDSs enabling the generation of workloads that contain attacks targeting hypervisors, that is, hypercall attacks. We propose an approach for evaluating IDSs using attack injection (i.e., controlled execution of attacks during regular operation of the environment where an IDS under test is deployed). The injection of attacks is performed based on attack models that capture realistic attack scenarios. We use the hypercall attack models developed as part of this thesis for injecting hypercall attacks.
A novel metric and measurement methodology for quantifying the attack detection accuracy of IDSs in virtualized environments that feature elastic resource provisioning. We demonstrate how the elasticity of resource allocations in such environments may impact the IDS attack detection accuracy and show that using existing metrics in such environments may lead to practically challenging and inaccurate measurements. We also demonstrate the practical use of the metric we propose through a set of case studies, where we evaluate common conventional IDSs deployed as VNFs.
In summary, this thesis presents the first systematization of the state-of-the-art on IDS evaluation, considering workloads, metrics and measurement methodologies as integral parts of every IDS evaluation approach. In addition, we are the first to examine the hypercall attack surface of hypervisors in detail and to propose an approach using attack injection for evaluating IDSs in virtualized environments. Finally, this thesis presents the first metric and measurement methodology for quantifying the attack detection accuracy of IDSs in virtualized environments that feature elastic resource provisioning.
From a technical perspective, as part of the proposed approach for evaluating IDSsthis thesis presents hInjector, a tool for injecting hypercall attacks. We designed hInjector to enable the rigorous, representative, and practically feasible evaluation of IDSs using attack injection. We demonstrate the application and practical usefulness of hInjector, as well as of the proposed approach, by evaluating a representative hypervisor-based IDS designed to detect hypercall attacks. While we focus on evaluating the capabilities of IDSs to detect hypercall attacks, the proposed IDS evaluation approach can be generalized and applied in a broader context. For example, it may be directly used to also evaluate security mechanisms of hypervisors, such as hypercall access control (AC) mechanisms. It may also be applied to evaluate the capabilities
of IDSs to detect attacks involving operations that are functionally similar to hypercalls,
for example, the input/output control (ioctl) calls that the Kernel-based Virtual Machine (KVM) hypervisor supports. For IDSs in virtualized environments featuring elastic resource provisioning, our approach for injecting hypercall attacks can be applied in combination with the attack detection accuracy metric and measurement methodology we propose. Our approach for injecting hypercall attacks, and our metric and measurement methodology, can also be applied independently beyond the scenarios considered in this thesis. The wide spectrum of security mechanisms in virtualized environments whose evaluation can directly benefit from the contributions of this thesis (e.g., hypervisor-based IDSs, IDSs deployed as VNFs, and AC mechanisms) reflects the practical implication of the thesis.
Costly signaling with mobile devices: An evolutionary psychological perspective on smartphones
(2016)
In the last decade, mobile device ownership has largely increased. In particular, smartphone ownership is constantly rising (A. Smith, 2015; Statista, 2016a), and there is a real hype for luxury brand smartphones (Griffin, 2015). These observations raise the question of which functions smartphones serve in addition to their original purposes of making and receiving calls, searching for information, and organizing. Beyond these obvious functions, studies suggest that smartphones express fashion, lifestyle, and one’s economic status (e.g., Bødker et al., 2009; Statista, 2016b; Vanden Abeele, Antheunis, & Schouten, 2014). Specifically, individuals seem to purchase and use conspicuous luxury brand smartphones to display and enhance status (D. Kim et al., 2014; Müller-Lietzkow et al., 2014; Suki, 2013). But how does owning a conspicuous, high-status smartphone contribute to status, and which benefits may these status boosts provide to their owners? From an evolutionary perspective, status carries a lot of advantages, particularly for males; high status grants them priority access to resources and correlates with their mating success (van Vugt & Tybur, 2016). In this sense, research suggests that men conspicuously display their cell phones to attract mates and to distinguish themselves from rivals (Lycett & Dunbar, 2000). In a similar vein, evolutionarily informed studies on conspicuous consumption indicate that the purchase and display of conspicuous luxuries (including mobile phones and smartphones) relate to a man’s interest in uncommitted sexual relationships and enhance his desirability as a short-term mate (Hennighausen & Schwab, 2014; Saad, 2013; Sundie et al., 2011). Drawing on these findings, this doctoral dissertation investigated how a man is perceived given that he is an owner of a high-status (vs. nonconspicuous, low-status) smartphone as a romantic partner and male rival. This was done in three experiments. In addition, it was examined how male conspicuous consumption of smartphones interacted with further traits that signal a man’s mate quality, namely facial attractiveness (Studies 1 and 2) and social dominance (Study 3). Study 1 revealed that men and women perceived a male owner of a conspicuous smartphone as a less desirable long-term mate and as more inclined toward short-term mating. Study 2 replicated these results and showed that men and women assigned traits that are associated with short-term mating (e.g., low loyalty, interest in flirts, availability of tangible resources) to a male owner of a conspicuous smartphone and perceived him as a stronger male rival and mate poacher, and less as a friend. The results of Study 2 further suggested that specifically more attractive men might benefit from owning a conspicuous smartphone in a short-term mating context and might be hence considered as stronger male rivals. Study 3 partially replicated the findings of Studies 1 and 2 pertaining to the effects of owning a conspicuous smartphone. Study 3 did not show different effects of conspicuous consumption of smartphones on perceptions of a man dependent on the level of his social dominance.
To conclude, the findings of this doctoral dissertation suggest that owning a conspicuous, high-status smartphone might not only serve proximate functions (e.g., making and receiving calls, organization) but also ultimate functions, which relate to mating and reproduction. The results indicate that owning a conspicuous smartphone might yield benefits for men in a short-term rather than in a long-term mating context. Furthermore, more attractive men appear to benefit more from owning a conspicuous smartphone than less attractive men. These findings provide further insights into the motivations that underlie men’s purchases and displays of conspicuous, high-status smartphones from luxury brands that reach beyond the proximate causes frequently described in media and consumer psychological research. By applying an evolutionary perspective, this doctoral dissertation demonstrates the power and utility of this research paradigm for media psychological research and shows how combining a proximate and ultimate perspective adds to a more profound understanding of smartphone phenomena.
Project Borylene
A new borylene ligand ({BN(SiMe\(_3\))(t-Bu)}) has been successfully synthesized bound in a terminal manner to base metal scaffolds of the type [M(CO)\(_5\)] (M = Cr, Mo, and W), yielding complexes [(OC)\(_5\)Cr{BN(SiMe\(_3\))(t-Bu)}] (19), [(OC)\(_5\)Mo{BN(SiMe\(_3\))(t- Bu)}] (20), and [(OC)\(_5\)W{BN(SiMe\(_3\))(t-Bu)}] (21) (Figure 5-1). Synthesis of complexes 19, 20, and 21 was accomplished by double salt elimination reactions of Na\(_2\)[M(CO)\(_5\)] (M = Cr (11), Mo (1), and W (12)) with the dihaloborane Br\(_2\)BN(SiMe\(_3\))(t-Bu) (18). This new “first generation” unsymmetrical borylene ligand is closely akin to the bis(trimethylsilyl)aminoborylene ligand and has been shown to display similar structural characteristics and reactivity. The unsymmetrical borylene ligand {BN((SiMe\(_3\))(t-Bu)} does display some individual characteristics of note and has experimentally been shown to undergo photolytic transfer to transition metal scaffolds in a more rapid manner, and appears to be a more reactive borylene ligand, than the previously published symmetrical {BN(SiMe\(_3\))\(_2\)} ligand, based on NMR and IR spectroscopic evidence.
Photolytic transfer reactions with this new borylene ligand ({BN((SiMe\(_3\))(t-Bu)}) were conducted with other metal scaffolds, resulting in either complete borylene transfer or partial transfer to form bridging borylene ligand interactions between the two transition metals. The unsymmetrical ligand’s coordination to early transition metals (up to Group 6) indicates a preference for a terminal coordination motif while bound to these highly Lewis acidic species. The ligand appears to form more energetically stable bridging coordination modes when bound to transition metals with high Lewis basicity (beyond Group 9) and has been witnessed to transfer to transition metal scaffolds in a terminal manner and subsequently rearrange in order to achieve a more energetically stable bridging final state.
Figure 5-2 lists the four different transfer reactions conducted between the chromium borylene species [(OC)\(_5\)Cr{BN(SiMe\(_3\))(t-Bu)}] (19) and the transition metal complexes [(η\(^5\)-C\(_5\)H\(_5\))V(CO)\(_4\)] (51), [(η\(^5\)-C\(_5\)Me\(_5\))Ir(CO)\(_2\)] (56), [(η\(^5\)-C\(_5\)H\(_4\)Me)Co(CO)\(_2\)] (59), and [{(η\(^5\)-C\(_5\)H\(_5\))Ni}\(_2\){μ-(CO)\(_2\)}] (53). These reactions successfully yielded the new “second generation” borylene complexes [(η\(^5\)-C\(_5\)H\(_5\))(OC)\(_3\)V{BN(SiMe\(_3\))(t-Bu)}] (55), [(η\(^5\)-C\(_5\)Me\(_5\))Ir{BN(SiMe\(_3\))(t-Bu)}\(_2\)] (58), [{(η\(^5\)-C\(_5\)H\(_4\)Me)Co}\(_2\)(μ-CO)\(_2\){μ- BN(SiMe\(_3\))(t-Bu)}] (61), and [{(η\(^5\)-C\(_5\)H\(_5\))Ni}\(_2\)(μ-CO){μ-BN(SiMe\(_3\))(t-Bu)}] (62), respectively.
Analysis of the accumulated data for all of the terminal borylene species discussed in this section, particularly bond distances, infrared spectroscopy, and \(^{11}\)B{\(^1\)H} NMR spectroscopic data, has been performed, and a trend in the data has led to the following conclusions:
[1] NMR spectroscopic data for the \(^{11}\)B{\(^1\)H} boron and \(^{13}\)C{\(^1\)H} carbonyl environments of the first generation borylene species ([(OC)\(_5\)M{BN(SiMe\(_3\))(t-Bu)}] (M = Cr (19), Mo (20), and W (21))) all show progressive up-field shifting as the Group 6 metal becomes heavier (Cr (19) to Mo (20) to W (21)), indicating maximum deshielding for these nuclei in the [(OC)\(_5\)Cr{BN(SiMe\(_3\))(t-Bu)}] (19) complex.
[2] The boron-metal-trans-carbon (B-M-C\(_{trans}\)) axes of the first generation borylene complexes [(OC)\(_5\)M{BN(SiMe\(_3\))(t-Bu)}] (M = Mo (20), and W (21)) are not completely linear, preventing direct IR spectroscopic comparison. The chromium analog [(OC)\(_5\)Cr{BN(SiMe\(_3\))(t-Bu)}] (19), however, is essentially linear and displays the expected three carbonyl IR stretching frequencies, all at higher energy than those of the chromium bis(trimethylsilyl)aminoborylene complex [(OC)\(_5\)Cr{BN(SiMe\(_3\))\(_2\)}] (13), indicating that the ({BN(SiMe\(_3\))(t-Bu)}) ligand is either a stronger σ-donor or a poorer π-acceptor compared to the chromium metal center.
[3] In transfer reactions, the {BN(SiMe\(_3\))(t-Bu)} fragment appears to be more stable as a terminal ligand when bound to more Lewis acidic first row transition metals and appears to prefer coordination in a bridging motif when coordinated to more Lewis basic first row transition metals.
Project Borirene
The synthesis of the first platinum bis(borirene) complexes are presented along with findings from structural and electronic examination of the role of platinum in allowing increased coplanarity and conjugation of twin borirene systems. This series of trans-platinum-linked bis(borirene) complexes (119/120, 122/123, and 125/126) all show coplanarity in the twin ring systems and stand as the first verified structural representations of two coplanar borirene systems across a linking unit. The role of a platinum atom in mediating communication between chromophoric ligands can be generalized by an expected bathochromic (red) shift in the absorption spectrum due to an increase in the electronic delocalization between the formerly independent aromatic systems when compared to the platinum mono-σ-borirenyl systems. The trans-platinum bis(borirene) scaffold serves as a simplified monomeric system that allows not only study of the effects of transition metals in mitigating electronic conjugation, but also the tunability of the overall photophysical profile of the system by exocyclic augmentation of the three-membered aromatic ring.
A series of trans-platinum bis(alkynyl) complexes were prepared (Figure 5-3) to serve as stable platforms to transfer terminal borylene ligands {BN(SiMe\(_3\))\(_2\)} onto 95, 102, 106, and 63. Mixing of cis-[PtCl\(_2\)(PEt\(_3\))\(_2\)] (93) with two equivalents of corresponding alkynes in diethylamine solutions successfully yielded trans-[Pt(C≡C-Ph)\(_2\)(PEt\(_3\))\(_2\)] (95), trans-[Pt(C≡C-p-C\(_6\)H\(_4\)OMe)\(_2\)(PEt\(_3\))\(_2\)] (102), trans-[Pt(C≡C-p-C\(_6\)H\(_4\)CF\(_3\))\(_2\)(PEt\(_3\))\(_2\)](106), and trans-[Pt(C≡C-9-C\(_{14}\)H\(_9\))\(_2\)(PEt\(_3\))\(_2\)] (63) through salt elimination reactions.
Three of the trans-platinum bis(alkynyl) complexes (95, 102, and 106) successfully yielded trans-platinum bis(borirenyl) complexes 119/120, 122/123, and 125/126 through photolytic transfer of two equivalents of the terminal borylene ligand {BN(SiMe\(_3\))\(_2\)} from [(OC)\(_5\)Cr{BN(SiMe\(_3\))\(_2\)}] (13) (Figure 5-4). Attempted borylene transfer reactions to the trans-platinum bis(alkynyl) complex trans-[Pt(C≡C-9-C\(_{14}\)H\(_9\))\(_2\)(PEt\(_3\))\(_2\)] (63) failed due to the complex’s photoinstability. Although a host of other variants of platinum alkynyl species were prepared and attempted, these three were the only ones that successfully yielded trans-platinum bis(borirenyl) units. Attempts were also made to create a cis variant for direct UV-vis comparison to the trans-platinum bis(borirenyl) variants, however, these attempts were also not successful. Gladysz-type platinum end-capped alkynyl species were also synthesized to serve as transfer platforms for borirene synthesis in sequential order, however, these species were also shown to not be photolytically stable.
A host of new monoborirenes: Ph-(μ-{BN(SiMe\(_3\))(t-Bu)}C=C)-Ph (148), trans- [PtCl{(μ-{BN(SiMe\(_3\))(t-Bu)}C=C)-Ph}(PEt\(_3\))\(_2\)] (149), and [(η\(^5\)-C\(_5\)Me\(_5\))(OC)\(_2\)Fe(μ- {BN(SiMe\(_3\))(t-Bu)}C=C)Ph] (150) were synthesized by photo- and thermolytic transfer of the unsymmetrical {BN(SiMe\(_3\))(t-Bu)} ligand from the complexes [(OC)\(_5\)M{BN(SiMe\(_3\))(t-Bu)}] (M = Cr (19), Mo (20), and W (21)) to organic and organometallic alkynyl species to verify that the borylene complexes all display similar reactivity to the symmetrical terminal borylenes of the type [(OC)\(_5\)M{BN(SiMe\(_3\))\(_2\)}] (M = Cr (13), Mo (14), and W (15)). These monoborirenes are all found to be oils when in their pure states and X-ray structural determination was impossible for these species.
Project Boratabenzene
The bis(boratabenzene) complex [{(η\(^5\)-C\(_5\)H\(_5\))Co}\(_2\){μ:η\(^6\),η\(^6\)-(BC\(_5\)H\(_5\))\(_2\)}] (189) was successfully prepared by treatment of tetrabromodiborane (65) with six equivalents of cobaltocene (176) in a unique reaction that utilized cobaltocene as both a reagent and reductant (Figure 5-5). The bimetallic transition metal complex features a new bridging bis(boratabenzene) ligand linked through a boron-boron single bond that can manifest delocalization of electron density by providing an accessible LUMO orbital for π-communication between the cobalt centers and heteroaromatic rings.
This dianionic diboron ligand was shown to facilitate electronic coupling between the cobalt metal sites, as evidenced by the potential separations between successive single-electron redox events in the cyclic voltammogram. Four formal redox potentials for complex 189 were found: E\(_{1/2}\)(1) = −0.84 V, E\(_{1/2}\)(2) = −0.94 V, E\(_{1/2}\)(3) = −2.09 V, and E\(_{1/2}\)(4) = −2.36 V (relative to the Fc/Fc+ couple) (Figure 5-6). These potentials correlate to two closely-spaced oxidation waves and two well-resolved reduction waves ([(189)]\(^{0/+1}\), [(189)]\(^{+1/+2}\), [(189)]\(^{0/–1}\), and [(189)]\(^{–1/–2}\) redox couples, respectively). The extent of metal-metal communication was found to be relative to the charge of the metal atoms, with the negative charge being more efficiently delocalized across the bis(boratabenzene) unit (class II Robin-Day system). Magnetic studies indicate that the Co(II) ions are weakly antiferromagnetically coupled across the B-B bridge.
While reduction of the bis(boratabenzene) system resulted in decomposition of the complex, oxidation of the system by one- and two-electron steps resulted in isolable stable monocationic (194) and dicationic (195) forms of the bis(boratabenzene) complex (Figure 5-7). Study of these systems verified the results of the cyclic voltammetry studies performed on the neutral species. These species are unfortunately not stable in acetonitrile or nitromethane solutions, which until this point are the only solvents that have been observed to dissolve the cationic species. Unfortunately, this instability in solution complicates reactivity studies of these cationic complexes.
Finally, reactivity studies were performed on the neutral bis(boratabenzene) complex 189 in which the compound was tested for: (A) cleavage of the boratabenzene (cyclo-BC\(_5\)H\(_5\)) ring from the cobalt center, and (B) oxidative addition of the B-B bond to a transition metal scaffold to attempt synthesis of the first ever L\(_x\)M-η\(^1\)-(BC\(_5\)H\(_5\)) complex. Both of these reactivity studies, however, proved unsuccessful and typically witnessed decomposition of the bis(boratabenzene) complex or no reactivity. After repeated attempts of these reactions, no oxidative addition of the bis(boratabenzene) system could be confirmed.
Starting with a terminological and phenomenological perspective on the question “What is an emotion?”, particularly as developed by Aaron Ben Zeʾev , the kiling scene in the book of Judith (Jdt 12:10–13:9 is analysed. This crucial scene in the book’s plot reports the intense emotions of Holofernes but nothing is said about any emotions on the part of of Judith. The only emotional glimpse occurs in Judith’s short prayers in the killing scene. The highly emotional Holofernes and the unemotional Judith together reveal that Holofernes is already made “headless” by his own emotions, whereas the unemotional Judith, unencumbered by emotions, is able to behead the “headless” Holofernes.
This dissertation focuses on the drivers of international capital flows to emerging markets, as well as the determinants of crises in emerging markets. Particular emphasis is devoted to the role of U.S. monetary policy. The dissertation consists of three independent chapters.
Chapter 1 is a survey of the voluminous empirical literature on the drivers of capital flows to emerging markets. The contribution of the survey is to provide a comprehensive assessment of what we can say with relative confidence about the empirical drivers of EM capital flows. The evidence is structured based on the recognition that the drivers of capital flows vary over time and across different types of capital flows. The drivers are classified using the traditional framework for external and domestic factors (often referred to as “push versus pull” drivers), which is augmented by a distinction between cyclical and structural factors. Push factors are found to matter most for portfolio flows, somewhat less for banking flows, and least for foreign direct investment (FDI). Pull factors matter for all three components, but most for banking flows. A historical perspective suggests that the recent literature may have overemphasized the importance of cyclical factors at the expense of longer-term structural trends.
Chapter 2 undertakes an empirical analysis of the drivers of portfolio flows to emerging markets, focusing on the role of Fed policy. A time series model is estimated to analyze two different concepts of high frequency portfolio flows, including monthly data on flows into investment funds and a novel dataset on monthly portfolio flows obtained from individual national sources. The evidence presented in this chapter suggests a more nuanced interpretation of the role of U.S. monetary policy. In the existing literature, it is traditionally argued that Fed policy tightening is unambiguously negative for capital flows to emerging markets. By contrast, the findings presented in this dissertation suggest that it is the surprise element of monetary policy that affects EM portfolio inflows. A shift in market expectations towards easier future U.S. monetary policy leads to greater foreign portfolio inflows and vice versa. Given current market expectations of sustained increases in the federal funds rate in coming years, EM portfolio flows could be boosted by a slower pace of Fed tightening than currently expected or could be reduced by a faster pace of Fed tightening.
Chapter 3 examines the role of U.S. monetary policy in determining the incidence of emerging market crises. A negative binomial count model and a panel logit model are estimated to analyze the determinants of currency crises, banking crises, and sovereign defaults in a group of 27 emerging economies. The estimation results suggest that the probability of crises is substantially higher (1) when the federal funds rate is above its natural level, (2) during Fed policy tightening cycles, and (3) when market participants are surprised by signals that the Fed will tighten policy faster than previously expected. These findings contrast with the existing literature, which generally views domestic factors as the dominant determinants of emerging market crises. The findings also point to a heightened risk of emerging market crises in the coming years if the Fed continues to tighten monetary policy.
Computer systems have replaced human work-force in many parts of everyday life, but there still exists a large number of tasks that cannot be automated, yet. This also includes tasks, which we consider to be rather simple like the categorization of image content or subjective ratings. Traditionally, these tasks have been completed by designated employees or outsourced to specialized companies. However, recently the crowdsourcing paradigm is more and more applied to complete such human-labor intensive tasks. Crowdsourcing aims at leveraging the huge number of Internet users all around the globe, which form a potentially highly available, low-cost, and easy accessible work-force.
To enable the distribution of work on a global scale, new web-based services emerged, so called crowdsourcing platforms, that act as mediator between employers posting tasks and workers completing tasks. However, the crowdsourcing approach, especially the large anonymous worker crowd, results in two types of challenges. On the one hand, there are technical challenges like the dimensioning of crowdsourcing platform infrastructure or the interconnection of crowdsourcing platforms and machine clouds to build hybrid services. On the other hand, there are conceptual challenges like identifying reliable workers or migrating traditional off-line work to the crowdsourcing environment. To tackle these challenges, this monograph analyzes and models current crowdsourcing systems to optimize crowdsourcing workflows and the underlying infrastructure. First, a categorization of crowdsourcing tasks and platforms is developed to derive generalizable properties. Based on this categorization and an exemplary analysis of a commercial crowdsourcing platform, models for different aspects of crowdsourcing platforms and crowdsourcing mechanisms are developed. A special focus is put on quality assurance mechanisms for crowdsourcing tasks, where the models are used to assess the suitability and costs of existing approaches for different types of tasks. Further, a novel quality assurance mechanism solely based on user-interactions is proposed and its feasibility is shown. The findings from the analysis of existing platforms, the derived models, and the developed quality assurance mechanisms are finally used to derive best practices for two crowdsourcing use-cases, crowdsourcing-based network measurements and crowdsourcing-based subjective user studies. These two exemplary use-cases cover aspects typical for a large range of crowdsourcing tasks and illustrated the potential benefits, but also resulting challenges when using crowdsourcing.
With the ongoing digitalization and globalization of the labor markets, the crowdsourcing paradigm is expected to gain even more importance in the next years. This is already evident in the currently new emerging fields of crowdsourcing, like enterprise crowdsourcing or mobile crowdsourcing. The models developed in the monograph enable platform providers to optimize their current systems and employers to optimize their workflows to increase their commercial success. Moreover, the results help to improve the general understanding of crowdsourcing systems, a key for identifying necessary adaptions and future improvements.
Neuropathic pain, caused by neuronal damage, is a severely impairing mostly chronic condition. Its underlying molecular mechanisms have not yet been thoroughly understood in their variety. In this doctoral thesis, I investigated the role of microRNAs (miRNAs) in a murine model of peripheral neuropathic pain. MiRNAs are small, non-coding RNAs known to play a crucial role in post-transcriptional gene regulation, mainly in cell proliferation and differentiation. Initially, expression patterns in affected dorsal root ganglia (DRG) at different time points after setting a peripheral nerve lesion were studied. DRG showed an increasingly differential expression pattern over the course of one week. Interestingly, a similar effect, albeit to a smaller extent, was observed in corresponding contralateral ganglia. Five miRNA (miR-124, miR-137, miR-183, miR-27b, and miR-505) were further analysed. qPCR, in situ hybridization, and bioinformatical analysis point towards a role for miR-137 and -183 in neuropathic pain as both were downregulated. Furthermore, miR-137 is shown to be specific for non-peptidergic non-myelinated nociceptors (C fibres) in DRG. As the ganglia consist of highly heterocellular tissue, I also developed a neuron-specific approach. Primarily damaged neurons were separated from intact adjacent neurons using fluorescence-activated cell-sorting and their gene expression pattern was analysed using a microarray. Thereby, not only were information obtained about mRNA expression in both groups but, by bioinformatical tools, also inferences on miRNA involvement. The general expression pattern was consistent with previous findings. Still, several genes were found differentially expressed that had not been described in this context before. Among these are corticoliberin or cation-regulating proteins like Otopetrin1. Bioinformatical data conformed, in part, to results from whole DRG, e.g. they implied a down-regulation of miR-124, -137, and -183. However, these results were not significant.
In summary, I found that a) miRNA expression in DRG is influenced by nerve lesions typical of neuropathic pain and that b) these changes develop simultaneously to over-expression of galanin, a marker for neuronal damage. Furthermore, several miRNAs (miR-183, -137) exhibit distinct expression patterns in whole-DRG as well as in neuron-specific approaches. Therefore, further investigation of their possible role in initiation and maintenance of neuropathic pain seems promising.
Finally, the differential expression of genes like Corticoliberin or Otopetrin 1, previously not described in neuropathic pain, has already resulted in follow-up projects.
Classical novae are thermonuclear explosions occurring on the surface of white dwarfs.
When co-existing in a binary system with a main sequence or more evolved star, mass
accretion from the companion star to the white dwarf can take place if the companion
overflows its Roche lobe. The envelope of hydrogen-rich matter which builds on
top of the white dwarf eventually ignites under degenerate conditions, leading to
a thermonuclear runaway and an explosion in the order of 1046 erg, while leaving
the white dwarf intact. Spectral analyses from the debris indicate an abundance of
isotopes that are tracers of nuclear burning via the hot CNO cycle, which in turn
reveal some sort of mixing between the envelope and the white dwarf underneath.
The exact mechanism is still a matter of debate.
The convection and deflagration in novae develop in the low Mach number regime.
We used the Seven League Hydro code (SLH ), which employs numerical schemes
designed to correctly simulate low Mach number flows, to perform two and three-
dimensional simulations of classical novae. Based on a spherically-symmetric model
created with aid of a stellar evolution code, we developed our own nova model and
tested it on a variety of numerical grids and boundary conditions for validation. We
focused on the evolution of temperature, density and nuclear energy generation rate at
the layers between white dwarf and envelope, where most of the energy is generated,
to understand the structure of the transition region, and its effect on the nuclear
burning. We analyzed the resulting dredge-up efficiency stemming from the convective
motions in the envelope. Our models yield similar results to the literature, but seem
to depend very strongly on the numerical resolution. We followed the evolution of
the nuclear species involved in the CNO cycle and concluded that the thermonuclear
reactions primarily taking place are those of the cold and not the hot CNO cycle.
The reason behind this could be that under the conditions generally assumed for
multi-dimensional simulations, the envelope is in fact not degenerate. We performed
initial tests for 3D simulations and realized that alternative boundary conditions are
needed.
The enteric nervous system (ENS) innervates the gastrointestinal (GI) tract and controls central aspects of GI physiology including contractility of the intestinal musculature, glandular secretion and intestinal blood flow. The ENS is composed of neurons that conduct electrical signals and of enteric glial cells (EGCs). EGCs resemble central nervous system (CNS) astrocytes in their morphology and in the expression of shared markers such as the intermediate filament protein glial fibrillary acidic protein (GFAP). They are strategically located at the interface of ENS neurons and their effector cells to modulate intestinal motility, epithelial barrier stability and inflammatory processes. The specific contributions of EGCs to the maintenance of intestinal homeostasis are subject of current research.
From a clinical point of view EGC involvement in pathophysiological processes such as intestinal inflammation is highly relevant. Like CNS astrocytes ECGs can acquire a reactive, tissue-protective phenotype in response to intestinal injury. In patients with chronic inflammatory bowel diseases (IBD) such as Crohn's disease and ulcerative colitis, alterations in the EGC network are well known, particularly a differential expression of GFAP, which is a hallmark of reactive gliosis in the CNS.
With increasing recognition of the role of EGCs in intestinal health and disease comes the need to study the glial population in its complexity. The overall aim of this thesis was to comprehensively study EGCs with focus on the reactive GFAP-expressing subpopulation under inflammatory conditions in vivo and in vitro. In a first step, a novel in vivo rat model of acute systemic inflammation mimicking sepsis was employed to investigate rapidly occuring responses of EGCs to inflammation. This study revealed that within a short time frame of a few hours, EGCs responded to the inflammation with an upregulation of Gfap gene expression. This inflammation-induced upregulation was confined to the myenteric plexus and varied in intensity along the intestinal rostro-caudal axis. This highly responsive myenteric GFAP-expressing EGC population was further characterized in vivo andin vitro using a transgenic mouse model (hGFAP-eGFP mice). Primary purified murine GFAP-EGC cultures in vitro were established and it was assessed how the transcriptomic and proteomic profiles of these cells change upon inflammatory stimulation. Here, myenteric GFAP-EGCs were found to undergo a shift in gene expression profile that predominantly affects expression of genes associated with inflammatory responses. Further, a secretion of inflammatory mediators was validated on protein level. The GFAP+ subpopulation is hence an active participant in inflammatory pathophysiology. In an acute murine IBD model in vivo, GFAP-EGCs were found to express components of the major histocompatibility complex (MHC) class II in inflamed tissue, which also indicates a crosstalk of EGCs with the innate and the adaptive lamina propria immune system in acute inflammation.
Taken together, this work advances our knowledge on EGC (patho-)physiology by identifying and characterizing an EGC subpopulation rapidly responsive to inflammation. This study further provides the transcriptomic profile of this population in vivo and in vitro, which can be used to identify targets for therapeutic intervention. Due to the modulating influence of EGCs on the intestinal microenvironment, the study further underlines the importance of integrating EGCs into in vitro test systems that aim to model intestinal tissues in vitro and presents an outlook on a potential strategy.