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Benjamin I. P. Rubinstein

Adaptive Data Analysis for Growing Data

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May 22, 2024
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SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks

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May 19, 2024
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RS-Reg: Probabilistic and Robust Certified Regression Through Randomized Smoothing

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May 14, 2024
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Transferring Troubles: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning

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Apr 30, 2024
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Backdoor Attack on Multilingual Machine Translation

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Apr 03, 2024
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It's Simplex! Disaggregating Measures to Improve Certified Robustness

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Sep 20, 2023
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Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks

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Aug 15, 2023
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Exploiting Certified Defences to Attack Randomised Smoothing

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Feb 09, 2023
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Certified Robustness of Learning-based Static Malware Detectors

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Jan 31, 2023
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Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity

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Oct 12, 2022
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