Privacy Panel, Open Source AI Summit
A panel discussion on privacy at the Open Source AI Summit.
Talks and presentations
FHE Benchmarking
An invited talk on evaluating and comparing fully homomorphic encryption workloads.
HEIR Hardware and Benchmarking
An invited talk on HEIR’s hardware work and approaches to FHE benchmarking.
Fully Homomorphic Encryption
An invited introduction to fully homomorphic encryption and its applications.
FHE for all: Practical Applications on Hardware Platforms with HEIR
Practical FHE applications across hardware platforms using the HEIR compiler.
FHE Use Cases and Benchmarking
A working group session focused on FHE use cases and meaningful benchmarking.
HEIR: A unified compiler for FHE with extensible backends
An introduction to HEIR’s unified compiler approach and extensible FHE backends.
The Path to Real World FHE: Navigating the Ciphertext Space
A talk on FHE stack, FHE hierarchy of needs and navigating ciphertext representations on the path to real-world FHE.
FHE Compilers and Intermediate Representations
An invited talk on compiler design and intermediate representations for FHE programs.
Transpilers and the future of FHE
A keynote on transpilers and their role in making FHE development more practical.
FHE Transpiler by Google
A presentation on Google’s transpiler tooling for fully homomorphic encryption.
Google C++ to FHE Transpiler
An overview of Google’s C++ transpiler for fully homomorphic encryption computations.