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Classical approaches in anomaly detection utilize a set of expert-defined rules or distance measures to detect anomalous events . Initially , the project will demonstrate multiplex pathogen detection through a sensitive and specific detection platform that can be scaled in size and cost to be widely applicable to civil protection . However , the Department considers the incidence of these types of abuses , and the likelihood of their detection through a request for an accounting , to be too remote to warrant the burden on all covered entities of including authorized disclosures in an accounting . Environmental researchers have a strong need to accurately measure metals in fresh water samples below 5 ug / L. Environmental contamination issues make this task problematic.The US EPA requirements for metals detection pose a challenge to current methods and their respective detection limits . Early detection through a comprehensive credit monitoring service such as Equifax Credit Watch TM can be the best defense . Biosensors for biological warfare detection catch a lot of attentions since September 11th as these biological weapons can infect people even at low concentration . Dynamic invariant detection runs a program , observes the values that the program computes , and then reports properties that were true over the observed executions .