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OPTIMAL COUNTERFORENSICS FOR HISTOGRAM-BASED FORENSICS

机译:基于直方图的取证的最佳反应性

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There has been a recent interest in counterforensics as an adversarial approach to forensic detectors. Most of the existing counterforensics strategies, although successful, are based on heuristic criteria, and their optimality is not proven. In this paper the optimal modification strategy of a content in order to fool a histogram-based forensics detector is derived. The proposed attack relies on the assumption of a convex cost function; special attention is paid to the Euclidean norm, obtaining the optimal attack in the MSE sense. In order to prove the usefulness of the proposed strategy, we employ it to successfully attack a well-known algorithm for detecting double JPEG compression.
机译:最近有兴趣对伪造探测器的对抗方法。大多数现有的消审策略虽然成功,但基于启发式标准,并不证明它们的最优性。在本文中,派生了内容的最佳修改策略,以欺骗基于直方图的取向的取证检测器。建议的攻击依赖于凸起成本函数的假设;特别注意欧几里德规范,获得了MSE感的最佳攻击。为了证明拟议的策略的有用性,我们雇用它来成功攻击一个众所周知的算法,用于检测双JPEG压缩。

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