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Distributed Forward Checking May Lie for Privacy

机译:分布式前向检查可能是隐私谎言

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摘要

DisFC is an ABT-like algorithm that, instead of sending the value taken by the high priority agent, it sends the domain of the low priority agent that is compatible with that value. With this strategy, plus the use of sequence numbers, some privacy level is achieved. In particular, each agent knows its value in the solution, but ignores the values of the others. However, the idea of sending the whole compatible domain each time an agent changes its value may cause a privacy loss on shared constraints that was initially overlooked. To solve this issue, we propose DisFC lies , an algorithm that works like DisFC but it may lie about the compatible domains of other agents. It requires a single extra condition: if an agent sends a lie, it has to tell the truth in finite time afterwards. We prove that the algorithm is sound, complete and terminates. We provide experimental results on the increment in privacy achieved, at the extra cost of more search.
机译:DISFC是一种类似ABT的算法,而不是发送高优先级代理的值,它发送与该值兼容的低优先级代理的域。通过此策略,加上序列号的使用,实现了一些隐私水平。特别是,每个代理都知道其在解决方案中的值,但忽略了其他的值。但是,每次代理更改其值时发送整个兼容域的想法可能会导致最初忽略的共享约束的隐私丢失。为了解决这个问题,我们提出了DISFC谎言,这是一种像DISFC一样的算法,但它可能会撒谎其他代理的兼容域。它需要一个额外的条件:如果代理人发送谎言,它必须在后续有限时间内讲述真相。我们证明了算法是声音,完成和终止。我们提供了实验结果,以额外的搜索成本为达到的隐私增量。

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