Cryptanalysis of an Encryption Scheme Based on Blind Source Separation
Shujun Li, Chengqing Li, Kwok-Tung Lo, Guanrong Chen

TL;DR
This paper critically analyzes a BSS-based encryption scheme, revealing multiple security vulnerabilities including susceptibility to known-plaintext, chosen-plaintext, and ciphertext attacks, and discusses its limitations in achieving cryptographic security.
Contribution
It provides the first cryptanalysis of Lin et al.'s BSS-based encryption, identifying key security flaws and limitations in its cryptographic robustness.
Findings
Scheme is vulnerable to known/chosen-plaintext attacks
Existence of ciphertext-only differential attack
Low key sensitivity and divide-and-conquer vulnerabilities
Abstract
Recently Lin et al. proposed a method of using the underdetermined BSS (blind source separation) problem to realize image and speech encryption. In this paper, we give a cryptanalysis of this BSS-based encryption and point out that it is not secure against known/chosen-plaintext attack and chosen-ciphertext attack. In addition, there exist some other security defects: low sensitivity to part of the key and the plaintext, a ciphertext-only differential attack, divide-and-conquer (DAC) attack on part of the key. We also discuss the role of BSS in Lin et al.'s efforts towards cryptographically secure ciphers.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
