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Abstract excerpt: "This report describes the design and implementation of a real-time intrusion detection expert system (IDES) designed and developed by SRI International IDES is an independent system that monitors the activities of different types of subjects, such as users and remote hosts, of a target system to detect security violations by both insiders and outsiders as they occur IDES adaptively learns subjects' behavior patterns over time and detects behavior that deviates from these patterns IDES also has an expert system component that can be used to encode information about known ystem vulnerabilities and intrusion scenarios" Significance: Although this report dates from the five-year point of SRI's intrusion detection research, it is often quoted by other researchers It remains readily available at SRI's Web site and is the earliest such document listed there IDES evolved into the EMERALD project, discussed later in this section IDES combined a statistical user profile approach with a rule-based expert system to characterize intrusions IDES also operated in a real-time manner, unlike earlier works with parsed audit data in batch mode Title: "Towards Detecting Intrusions in a Networked Environment". 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When it is applicable, a meet-in-themiddle attack can essential provide a square root improvement in the work fador, but it is can be relatively complex to implement. Next, we describe this known plaintext attack in more detail. 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