We present a solution for modeling the dependencies of an IT infrastructure and determine the availability of components and services therein using Markov logic networks (MLN). MLNs offer a single representation of probability and first-order logic and are well suited to model dependencies and threats. We identify different kinds of dependency and show how they can be translated into an MLN. Th...

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A risk inventory provides an integrated view on risk management artifacts, e.g., risks, risk controls, and performance indicators. In this paper, we show how adapting the enterprise architecture management processes (EAM) may provide a foundation for an integrated IT risk inventory. Based on a design research approach, we develop a systematic approach for integrating the disciplines of risk man...

In this paper we propose a novel approach for the systematic assessment and analysis of IT related risks in organisations and projects. The approach is model-driven using an enterprise architecture as the basis for the security management process. Using an enterprise architecture it is possible to provide an integrated description of an organisation’s structure, processes and its underlying IT ...

IT risk management is an important challenge for businesses and software vulnerabilities are a major source of IT risks, as the 2006 CSI/FBI Computer Crime and Security Survey [GLLR06] demonstrates. According to the survey, many companies consider it important to quantify the losses attacks against their IT systems cause but are unable to do so. In service-oriented architectures, we see a promi...

The use of Information Technology (IT) in organizations is subject to various kinds of potential risks. Risk management is a key component of project management enables an organization to accomplish its mission(s). However, IT projects have often been found to be complex and risky to implement in organizations. The organizational relevance and risk of IT projects make it important for organizat...

The enhanced stability of a mesophilic metalloprotein was assessed using biophysical spectroscopies. Significant local structural interconversions during thermal insult account for a reorganization of the protein scaffold, without disturbing the active metal site. This cushioning mechanism is proposed to be a generic property of metalloproteins contributing to enhanced stability.

Research Interests I am interested in Computer Vision and Machine Learning, specifically some of the problems I find interesting are deep learning, fine grained classification, object detection, and viewpoint estimation. My research experience includes: deep learning, fine grained visual classification of businesses in street view imagery, Computer Graphics based data generation for Computer Vi...

Glucocorticoids, which have been implied in mood modulation, display robust diurnal oscillations in the blood. But does their circadian rhythm regulate mood swings? Ikeda et al. now identify a paracrine signaling pathway in the adrenal cortex that potentiates the daily amplitude of plasma glucocorticoids and renders female mice braver.