论选择性加密 HEVC 视频比特流的安全性

IF 5.2 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS ACM Transactions on Multimedia Computing Communications and Applications Pub Date : 2024-06-12 DOI:10.1145/3672568
Chen Chen, Lingfeng Qu, Hadi Amirpour, Xingjun Wang, Christian Timmerer, Zhihong Tian
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引用次数: 0

摘要

随着视频应用的不断增长,确保视频安全已变得至关重要。选择性加密(Selective encryption,SE)因其与视频编解码器的兼容性、良好的视觉失真和较低的时间复杂性,在视频内容保护领域获得了极大的关注。然而,很少有研究考虑选择性加密在加密攻击下的安全性。为了填补这一空白,我们分析了 SE 方案加密比特流的安全问题,并提出了两种已知明文攻击(KPA)。然后,针对 KPAs 提出了相应的防御措施。为了验证 KPA 的有效性,我们将其应用于攻击两种现有的 SE 方案,结果发现这两种方案在 HEVC 视频中的视觉降级效果极佳。首先,使用带 SE 的 HEVC 编码器(HESE)生成加密比特流。其次,使用 H.265/HEVC 对视频序列进行编码。在编码过程中,会记录所选的语法元素。然后,使用解密(HDD)将记录的语法元素导入 HEVC 解码器。通过利用 HDD 中的加密参数和导入数据,可以在加密前重建大部分原始语法元素。最后,将重构的语法元素与 HDD 中加密的语法元素进行比较,从而通过加密操作的逆过程设计出伪密钥流 (PKS)。PKS 被用于解密现有的 SE 方案,实验结果证明,现有的两种 SE 方案在拟议的 KPA面前不堪一击。在单比特流估计(SBE)情况下,密钥流估计的平均正确率超过 93%。此外,通过多比特流互补(MBC),平均估计正确率可进一步提高到 99%。
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On the Security of Selectively Encrypted HEVC Video Bitstreams

With the growing applications of video, ensuring its security has become of utmost importance. Selective encryption (SE) has gained significant attention in the field of video content protection due to its compatibility with video codecs, favorable visual distortion, and low time complexity. However, few studies consider SE security under cryptographic attacks. To fill this gap, we analyze the security concerns of encrypted bitstreams by SE schemes and propose two known plaintext attacks (KPAs). Then the corresponding defense is presented against the KPAs. To validate the effectiveness of the KPA, it is applied to attack two existing SE schemes with superior visual degradation in HEVC videos. Firstly, the encrypted bitstreams are generated using the HEVC encoder with SE (HESE). Secondly, the video sequences are encoded using H.265/HEVC. During encoding, the selected syntax elements are recorded. Then the recorded syntax elements are imported into the HEVC decoder using decryption (HDD). By utilizing the encryption parameters and the imported data in the HDD, it becomes possible to reconstruct a significant portion of the original syntax elements before encryption. Finally, the reconstructed syntax elements are compared with the encrypted syntax elements in the HDD, allowing the design of a pseudo-key stream (PKS) through the inverse of the encryption operations. The PKS is used to decrypt the existing SE scheme, and the experimental results provide evidence that the two existing SE schemes are vulnerable to the proposed KPAs. In the case of single bitstream estimation (SBE), the average correct rate of key stream estimation exceeds 93%. Moreover, with multi-bitstream complementation (MBC), the average estimation accuracy can be further improved to 99%.

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来源期刊
CiteScore
8.50
自引率
5.90%
发文量
285
审稿时长
7.5 months
期刊介绍: The ACM Transactions on Multimedia Computing, Communications, and Applications is the flagship publication of the ACM Special Interest Group in Multimedia (SIGMM). It is soliciting paper submissions on all aspects of multimedia. Papers on single media (for instance, audio, video, animation) and their processing are also welcome. TOMM is a peer-reviewed, archival journal, available in both print form and digital form. The Journal is published quarterly; with roughly 7 23-page articles in each issue. In addition, all Special Issues are published online-only to ensure a timely publication. The transactions consists primarily of research papers. This is an archival journal and it is intended that the papers will have lasting importance and value over time. In general, papers whose primary focus is on particular multimedia products or the current state of the industry will not be included.
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