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Jul, 2023
FLARE: 使用通用对抗遮罩对深度强化学习代理进行指纹识别
FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks
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Buse G. A. Tekgul, N. Asokan
TL;DR
我们提出了FLARE,这是第一种指纹机制,用于验证一个可疑的深度强化学习(DRL)策略是否是另一个(受害)策略的非法副本。
Abstract
We propose FLARE, the first
fingerprinting mechanism
to verify whether a suspected
deep reinforcement learning
(DRL) policy is an illegitimate copy of another (victim) policy. We first show that it is possible to
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