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Anonymous, Secure, Traceable, and Efficient Decentralized Digital Forensics

delete2024-05-01
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PRE
AI
李
李萌 (Meng Li)
Y
Yanzhe Shen
G
Guixin Ye
J
Jialing He
X
Xin Zheng
张子剑 封面图
张子剑 (Zijian Zhang) *
祝
祝烈煌 (Liehuang Zhu) *
M
Mauro Conti
DOI:10.1109/TKDE.2023.3321712delete
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摘要

摘要

En 中文
Digital forensics is crucial to fight crimes around the world. Decentralized Digital Forensics (DDF) promotes it to another level by channeling the power of blockchain into digital investigations. In this work, we focus on the privacy and security of DDF. Our motivations arise from (1) how to track an anonymous-and-malicious data user who leaks only a part of the previously requested data, (2) how to achieve access control while protecting data from untrusted data centers, and (3) how to enable efficient and secure search on the blockchain. To address these issues, we propose Themis: an anonymous and secure DDF scheme with traceable anonymity, private access control, and efficient search. Our framework is boosted by establishing a Trusted Execution Environment in each authority (blockchain node) for securing the uploading, requesting, and searching. To instantiate the framework, we design a secure and robust watermarking scheme in conjunction with decentralized anonymous authentication, a private and fine-grained access control scheme, and an efficient and secure search scheme based on a dynamically updated data structure. We formally define and prove the privacy and security of Themis. We build a prototype with Ethereum and Intel SGX2 to evaluate its performance, which supports processing data from a considerable number of data providers and investigators.
Keyword:
Access control
decentralized digital forensics
efficiency
privacy
SGX2
security
watermark
blockchain

期刊

IEEE Transactions on Knowledge and Data Engineering 封面图
IEEE Transactions on Knowledge and Data Engineering
IF:
10.4
论文数:
6.8K
被引数:
3.2W

机构

H
hefei university of technology
学者数:
2.5W
论文数: 1.7W
被引数: 35
C
Chongqing University
学者数:
5.1W
论文数: 4.1W
被引数: 6.0W
U
University of Padua
学者数:
5.1W
论文数: 4.3W
被引数: 57
B
beijing institute of technology
学者数:
5.5W
论文数: 4.0W
被引数: 63
N
northwest university xi'an
学者数:
1.8W
论文数: 1.2W
被引数: 22
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