CryptoML'27

February 28-March 6, 2027

University Residential Center

Bertinoro (Forlì-Cesena), Italy

Scope

The Cryptography and Machine Learning (CryptoML) meeting will bring together researchers from cryptography, learning theory, and modern machine learning to explore the growing interface between these fields.

As machine learning systems become more powerful and widely deployed, questions of trust, security, robustness, verification, privacy, and provenance are moving to the foreground. These questions often fall outside the scope of traditional machine learning methods and venues. Cryptography offers a complementary language of rigorous definitions, explicit threat models, and provable guarantees that can help formulate and address them.

CryptoML will provide a focused forum for communities that investigate closely related problems but do not often meet at the same events. By combining foundational perspectives with emerging practical directions, the meeting aims to foster new connections among cryptographic theory, learning theory, and state-of-the-art machine learning practice.

Theme

The meeting will examine how cryptographic ideas can contribute to secure and trustworthy AI systems, and how modern machine learning can motivate new theoretical questions in cryptography and related fields.

Topics may include:

• Secure and private learning

• Adversarial and robust machine learning

• Verification and integrity of AI systems

• Watermarking, attribution, and provenance

• Technical questions concerning copyright, machine learning, and digital content

• Cryptographic tools and protocols for machine learning

• Rigorous threat models and guarantees for modern AI

• New theoretical problems motivated by contemporary machine learning practice

The program will combine invited lectures, tutorials and perspective talks designed to bridge communities, research presentations, and ample time for informal discussion and collaboration.

Organizers

• Shay Moran — Technion and Google Research

• Alon Rosen — Bocconi University

• Or Zamir — Tel Aviv University

Venue

The meeting will take place in the Sala Affrescata at the University Residential Center in Bertinoro, Italy.

Program

See Program. 

Registration

See Registration.