Applying Bag of System Calls for Anomalous Behavior Detection of Applications in Linux Containers

In this paper, we present the results of using bags of system calls for learning the behavior of Linux containers for use in anomaly-detection based intrusion detection system. By using system calls of the containers monitored from the host kernel for anomaly detection, the system does not require any prior knowledge of the container nature, neither does it require altering the container or the host kernel.Comment: Published version available on IEEE Xplore (http://ieeexplore.ieee.org/document/7414047/) arXiv admin note: substantial text overlap with arXiv:1611.0305

Central bank independence: the key to price stability?

Low inflation over long periods is the sign of an effective central bank. The authors suggest that a large fraction of the worldwide decline in inflation since the early 1980s results from an international movement toward more independent central banks.Banks and banking, Central ; Inflation (Finance)

Oil prices, monetary policy, and the macroeconomy

Every U.S. recession since 1971 has been preceded by two things: an oil price shock and an increase in the federal funds rate. Bernanke, Gertler, and Watson (1997,2004) investigated how much oil price shocks have contributed to output growth by asking the following counterfactual question: Empirically how much would we expect oil price increases to have contributed to output growth if the Fed had kept the rate constant instead of letting it increase? They concluded that, at most, half of the observed output declines can be attributed to oil price increases. Most were actually caused by funds rate increases. A problem with their empirical analysis, however, is that it implicitly assumes that the Fed can continually “fool” the public. That is, the funds rate is led constant even though the public actually expects the Fed to follow its historical policy rule of raising the funds rate in conjunction with oil price increases. We show that if the new policy rule were anticipated oil price increases would have had a much larger impact on output than suggested by Bernanke, Gertler, and Watson’s analysis.Petroleum products - Prices ; Monetary policy

Investment and interest rate policy: a discrete time analysis

This paper analyzes the restrictions necessary to ensure that the interest rate policy rule used by the central bank does not introduce local real indeterminacy into the economy. It conducts the analysis in a Calvo-style sticky price model. A key innovation is to add investment spending to the analysis. In this environment, local real indeterminacy is much more likely. In particular, all forward-looking interest rate rules are subject to real indeterminacy.Interest rates ; Monetary policy ; Banks and banking, Central

The benefits of interest rate targeting: a partial and a general equilibrium analysis

An argument that an interest rate peg is desirable because it mitigates the distortions that arise in a monetary economy, and that money growth should be procyclical in order to achieve the interest rate peg.Interest rates ; Monetary policy

Inertial Taylor rules: the benefit of signaling future policy

This article traces the consequences of an energy shock on the economy under two different monetary policy rules: (i) a standard Taylor rule, where the Fed responds to inflation and the output gap, and (ii) a Taylor rule with inertia, where the Fed moves slowly to the rate predicted by the standard rule. The authors show that, with both sticky wages and sticky prices, the outcome of an inertial Taylor rule is superior to that of the standard rule, in the sense that inflation is lower and output is higher following an adverse energy shock. However, if prices alone are sticky, the results are less clear and the standard rule delivers substantially less inflation than the inertial rule in the short run.Taylor's rule

Imperfect capital markets and nominal wage rigidities

Should monetary policy respond to asset prices? This paper analyzes a general equilibrium model with imperfect capital markets and rigid nominal wages. Within the context of this model, there is a natural role for the benevolent central bank to dampen the real effects of asset price movements.Monetary policy ; Asset pricing

Inertial Taylor rules: the benefit of signaling future policy

We trace the consequences of an energy shock on the economy under two different monetary policy rules: a standard Taylor rule where the Fed responds to inflation and the output gap; and a Taylor rule with inertia where the Fed moves slowly to the rate predicted by the standard rule. We show that with both sticky wages and sticky prices, the outcome of an inertial Taylor rule is superior to that of the standard rule, in the sense that inflation is lower and output is higher following an adverse energy shock. However, if prices alone are sticky, things are less clear and the standard rule delivers substantially less inflation than the inertial rule in the short run.Monetary policy ; Interest rates ; Inflation (Finance)

Monetary shocks, agency costs, and business cycles

This paper integrates money into a real model of agency costs. Money is introduced by imposing a cash-in-advance constraint on a subset of transactions. The underlying real model is a standard real-business-cycle model modified to include endogenous agency costs. The paper’s chief contribution is to demonstrate how the monetary transmission mechanism is altered by these endogenous agency costs. In particular, do agency costs amplify and/or propagate monetary shocks?Business cycles ; Monetary policy