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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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08/21/2023
Backdooring Textual Inversion for Concept Censorship
Recent years have witnessed success in AIGC (AI Generated Content). Peop...
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03/16/2023
HE is all you need: Compressing FHE Ciphertexts using Additive HE
Fully Homomorphic Encryption (FHE) permits the evaluation of an arbitrar...
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10/08/2021
IHOP: Improved Statistical Query Recovery against Searchable Symmetric Encryption through Quadratic Optimization
Searchable Symmetric Encryption (SSE) schemes allow a client to perform ...
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07/26/2021
Selective MPC: Distributed Computation of Differentially Private Key Value Statistics
An increasingly popular method for computing aggregate statistics while ...
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12/02/2019
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples
In Machine Learning as a Service, a provider trains a deep neural networ...
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10/31/2019
Robust and Undetectable White-Box Watermarks for Deep Neural Networks
Training deep neural networks (DNN) is expensive in terms of computation...
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06/18/2019
