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Related papers: YASM (Yet Another Surveillance Mechanism)

200 papers

Our increasing reliance on digital technology for personal, economic, and government affairs has made it essential to secure the communications and devices of private citizens, businesses, and governments. This has led to pervasive use of…

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 challenges. Like all technologies, these platforms can be abused…

Cryptography and Security · Computer Science 2022-07-21 Ian Levy , Crispin Robinson

Child Sexual Abuse Media (CSAM) is any visual record of a sexually-explicit activity involving minors. CSAM impacts victims differently from the actual abuse because the distribution never ends, and images are permanent. Machine…

Machine Learning · Computer Science 2021-10-29 Mayana Pereira , Rahul Dodhia , Hyrum Anderson , Richard Brown

Content scanning systems employ perceptual hashing algorithms to scan user content for illegal material, such as child pornography or terrorist recruitment flyers. Perceptual hashing algorithms help determine whether two images are visually…

Cryptography and Security · Computer Science 2022-12-09 Ashish Hooda , Andrey Labunets , Tadayoshi Kohno , Earlence Fernandes

Apple recently revealed its deep perceptual hashing system NeuralHash to detect child sexual abuse material (CSAM) on user devices before files are uploaded to its iCloud service. Public criticism quickly arose regarding the protection of…

Machine Learning · Computer Science 2024-07-17 Lukas Struppek , Dominik Hintersdorf , Daniel Neider , Kristian Kersting

The online sharing and viewing of Child Sexual Abuse Material (CSAM) are growing fast, such that human experts can no longer handle the manual inspection. However, the automatic classification of CSAM is a challenging field of research,…

Computer Vision and Pattern Recognition · Computer Science 2022-05-02 Camila Laranjeira , João Macedo , Sandra Avila , Jefersson A. dos Santos

We evaluate the effectiveness of filtering child images from training datasets of text-to-image models to prevent model misuse to create child sexual abuse material (CSAM). First, we capture the complexity of preventing CSAM generation…

Cryptography and Security · Computer Science 2026-04-27 Ana-Maria Cretu , Klim Kireev , Amro Abdalla , Wisdom Obinna , Raphael Meier , Sarah Adel Bargal , Elissa M. Redmiles , Carmela Troncoso

Child sexual abuse materials (CSAM) pose a significant threat to the safety and well-being of children worldwide. Detecting and preventing the distribution of such materials is a critical task for law enforcement agencies and technology…

Computer Vision and Pattern Recognition · Computer Science 2024-06-21 Weronika Gutfeter , Joanna Gajewska , Andrzej Pacut

Child Sexual Abuse Imagery (CSAI) classification is an important yet challenging problem for computer vision research due to the strict legal and ethical restrictions that prevent the public sharing of CSAI datasets. This limitation hinders…

Computer Vision and Pattern Recognition · Computer Science 2026-04-09 Carlos Caetano , Camila Laranjeira , Clara Ernesto , Artur Barros , João Macedo , Leo S. F. Ribeiro , Jefersson A. dos Santos , Sandra Avila

Ian Levy and Crispin Robinson's position paper "Thoughts on child safety on commodity platforms" is to be welcomed for extending the scope of the debate about the extent to which child safety concerns justify legal limits to online privacy.…

Computers and Society · Computer Science 2022-10-18 Ross Anderson

This paper aims to present new alarming trends in the field of child sexual abuse through imagery, as part of SafeLine's research activities in the field of cybercrime, child sexual abuse material and the protection of children's rights to…

Computers and Society · Computer Science 2025-03-04 Emmanouela Kokolaki , Paraskevi Fragopoulou

The development of generative artificial intelligence (AI) tools capable of producing wholly or partially synthetic child sexual abuse material (AI CSAM) presents profound challenges for child protection, law enforcement, and societal…

Computers and Society · Computer Science 2025-10-06 Caoilte Ó Ciardha , John Buckley , Rebecca S. Portnoff

Child sexual abuse is among the most hideous crimes, yet, after the COVID-19 pandemic, there is a huge surge in the distribution of child sexual abuse material (CSAM). Traditionally, the exchange of such material is performed on the dark…

Cryptography and Security · Computer Science 2025-11-07 Nikolaos Lykousas , Constantinos Patsakis

End-to-End Encryption (E2EE) aims to make all messages impossible to read by anyone except you and your intended recipient(s). Many well-known and widely used Instant-Messaging (IM) applications (such as Signal, WhatsApp, and Apple's…

Cryptography and Security · Computer Science 2023-07-10 Mashari Alatawi , Nitesh Saxena

End-to-end encryption (E2EE) provides strong technical protections to individuals from interferences. Governments and law enforcement agencies around the world have however raised concerns that E2EE also allows illegal content to be shared…

Cryptography and Security · Computer Science 2023-06-22 Shubham Jain , Ana-Maria Cretu , Antoine Cully , Yves-Alexandre de Montjoye

Privacy is a human right. It ensures that individuals are free to engage in discussions, participate in groups, and form relationships online or offline without fear of their data being inappropriately harvested, analyzed, or otherwise used…

Artificial Intelligence · Computer Science 2024-06-04 Keenan Jones , Fatima Zahrah , Jason R. C. Nurse

As many as 8 in 10 adults share intimate content such as nude or lewd images. Sharing such content has significant benefits for relationship intimacy and body image, and can offer employment. However, stigmatizing attitudes and a lack of…

Cryptography and Security · Computer Science 2024-06-17 Lucy Qin , Vaughn Hamilton , Sharon Wang , Yigit Aydinalp , Marin Scarlett , Elissa M. Redmiles

This article argues that security is not enough to fully capture what is at stake in government exceptional access to encrypted data. A conception of privacy as security has little to say about ``lawful-surveillance protocols'' -- an active…

Cryptography and Security · Computer Science 2026-03-03 Artur Pericles L. Monteiro

These days, a tremendous quantity of digital visual data is sent over many networks and stored in many different formats. This visual information is usually very confidential and financially rewarding. Maintaining safe transmission of data…

Cryptography and Security · Computer Science 2025-04-01 Chandra Sekhar Sanaboina

Cloud-assisted image services are widely used for various applications. Due to the high computational complexity of existing image encryption technology, it is extremely challenging to provide privacy preserving image services for…

Cryptography and Security · Computer Science 2014-12-19 Xuangou Wu , Shaojie Tang , Panlong Yang
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