ssg-research/conflicts-in-ml-protection-mechanisms

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ssg-research/conflicts-in-ml-protection-mechanisms

ssg-research

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Study of conflicts occurring between various ML protection mechanisms. AAAI 2023.

dawn-dynamic-adversarial-watermarking-of-neural-networks

Watermarking against model extraction attacks in MLaaS. ACM MM 2021.

Jupyter Notebook

WAFFLE

WAFFLE: Watermarking in Federated Learning

language-data-augmentation

sel4-tee

distribution-attestation

Code for the paper "Attesting Distributional Properties of Training Data for Machine Learning" to appear in ESORICS 2024.

Jupyter Notebook

BliMe

Blinded Memory, a new architecture for secure outsourced computation

ad3-action-distribution-divergence-detector

Real-time Adversarial Perturbations against Deep Reinforcement Learning Policies: Attacks and Defenses