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08/28/2023
Identifying and Mitigating the Security Risks of Generative AI
Every major technical invention resurfaces the dual-use dilemma – the ne...
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07/03/2023
Pareto-Secure Machine Learning (PSML): Fingerprinting and Securing Inference Serving Systems
With the emergence of large foundational models, model-serving systems a...
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12/23/2021
EIFFeL: Ensuring Integrity for Federated Learning
Federated learning (FL) enables clients to collaborate with a server to ...
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08/02/2021
Domain Adaptation for Autoencoder-Based End-to-End Communication Over Wireless Channels
The problem of domain adaptation conventionally considers the setting wh...
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11/11/2020
ShadowNet: A Secure and Efficient System for On-device Model Inference
On-device machine learning (ML) is getting more and more popular as fast...
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09/11/2020
Intertwining Order Preserving Encryption and Differential Privacy
Ciphertexts of an order-preserving encryption (OPE) scheme preserve the ...
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02/09/2018
