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20112026
most citedComprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

1.6k citations · 2.1k across the 35 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.CR2023

Realistic Website Fingerprinting By Augmenting Network Trace

Alireza Bahramali, Ardavan Bozorgi, Amir Houmansadr

Website Fingerprinting (WF) is considered a major threat to the anonymity of Tor users (and other anonymity systems). While state-of-the-art WF techniques have claimed high attack…

cs.LG2023★ 15 cited

Stealing the Decoding Algorithms of Language Models

Ali Naseh, Kalpesh Krishna, Mohit Iyyer +1

A key component of generating text from modern language models (LM) is the selection and tuning of decoding algorithms. These algorithms determine how to generate text from the int…