Sok: Content moderation for end-to-end encryption
S Scheffler, J Mayer - arXiv preprint arXiv:2303.03979, 2023 - arxiv.org
Popular messaging applications now enable end-to-end-encryption (E2EE) by default, and
E2EE data storage is becoming common. These important advances for security and privacy …
E2EE data storage is becoming common. These important advances for security and privacy …
An analysis of photodna
M Steinebach - Proceedings of the 18th International Conference on …, 2023 - dl.acm.org
PhotoDNA is a popular hash used to combat CSAM. So far, only limited information has
been provided about this hash in terms of its performance. In this paper, we provide an …
been provided about this hash in terms of its performance. In this paper, we provide an …
End-to-End Secure Messaging with Traceability Only for Illegal Content
As end-to-end encrypted messaging services become widely adopted, law enforcement
agencies have increasingly expressed concern that such services interfere with their ability …
agencies have increasingly expressed concern that such services interfere with their ability …
Public verification for private hash matching
S Scheffler, A Kulshrestha… - 2023 IEEE Symposium on …, 2023 - ieeexplore.ieee.org
End-to-end encryption (E2EE) prevents online services from accessing user content. This
important security property is also an obstacle for content moderation methods that involve …
important security property is also an obstacle for content moderation methods that involve …
[HTML][HTML] Hamming distributions of popular perceptual hashing techniques
S McKeown, WJ Buchanan - Forensic Science International: Digital …, 2023 - Elsevier
Content-based file matching has been widely deployed for decades, largely for the detection
of sources of copyright infringement, extremist materials, and abusive sexual media …
of sources of copyright infringement, extremist materials, and abusive sexual media …
Thoughts on child safety on commodity platforms
I Levy, C Robinson - arXiv preprint arXiv:2207.09506, 2022 - arxiv.org
The explosion of global social media and online communication platforms has changed how
we interact with each other and as a society, bringing with it new security and privacy …
we interact with each other and as a society, bringing with it new security and privacy …
Putting the Count Back Into Accountability: An Audit of Social Media Transparency Disclosures, Focusing on Sexual Exploitation of Minors
R Grimm - arXiv preprint arXiv:2402.14625, 2024 - arxiv.org
This paper explores a lightweight, quantitative audit methodology for transparency
disclosures called scrappy audits. It amounts to little more than treating redundant and …
disclosures called scrappy audits. It amounts to little more than treating redundant and …
Distance distributions and runtime analysis of perceptual hashing algorithms
S Sharma - Journal of Visual Communication and Image …, 2024 - Elsevier
Perceptual image hashing refers to a class of algorithms that produce content-based image
hashes. These systems use specialized perceptual hash algorithms like Phash, Microsoft's …
hashes. These systems use specialized perceptual hash algorithms like Phash, Microsoft's …
[PDF][PDF] Experimental Analyses of the Physical Surveillance Risks in Client-Side Content Scanning
Content scanning systems employ perceptual hashing algorithms to scan user content for
illicit material, such as child pornography or terrorist recruitment flyers. Perceptual hashing …
illicit material, such as child pornography or terrorist recruitment flyers. Perceptual hashing …
Re-Purposing Perceptual Hashing Based Client Side Scanning for Physical Surveillance
Content scanning systems employ perceptual hashing algorithms to scan user content for
illegal material, such as child pornography or terrorist recruitment flyers. Perceptual hashing …
illegal material, such as child pornography or terrorist recruitment flyers. Perceptual hashing …