93 research outputs found

    EnFilter: a Password Enforcement and Filter

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    EnFilter is a Proactive Password Checking System, designed to avoid password guessing attacks. It is made of a set of configurable filters, each one based on a specific pattern recognition measure that can be tuned by the system administrator depending on the adopted password policy. Filters use decision trees, lexical analysers, as well as Levenshtein distance based techniques. EnFilter is implemented for Windows 2000/2003/XP

    An interactive system to learn functional logic programs

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    Abstract The problem of learning functional logic programs from positive examples is addressed. We describe a system, called FILP, which asks existential queries to the user, and is able to learn multiple predicates and recursive clauses. We prove that the learned descriptions are correct in the sense that they are consistent with the given examples. Moreover, a correct solution is always found if it exists

    Testing by means of inductive program learning

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    Given a program P and a set of alternative programs //’, we generate a sequence of test cases that are adequate, in the sense that they distinguish the given program from all alternatives The, m(,thod is related to fault-based approaches to test case generation, but programs in P need not he s]mp]e mutations of P. The technique for generating an adequate test set is based on the inductive learning of programs from finite sets of input-output examples: given a partial test set. we generate inductively a program P ’ E P which is consistent with P on those input values; then we look for an input value that distinguishes P from P’, and we repeat the process until no program except P can be induced from the generated examples. We show that the obtained test set is adequate with respect to the alternatives belonging to P. The method IS made possible by a program induction procedure which has evolved from recent research in mnchine Iei]rnlng and inductive logic programming. An implemented version of the test case ~encration procedure is demonstrated on simple and more complex list-processing programs. and tb(, scalability of ’ the approach is discussed

    Abduction in Machine Learning

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