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Providers and consumers of Infrastructure-as-a-Service (IaaS) virtual machine resources may be the subject of a number of attacks, particularly in public cloud environments. Detecting anomalies is hence critical both to protect against misuse and attacks, but is subject to constraints. These include primarily efficiency, but also legal and contractual restrictions limiting the depth of intrusiveness,...