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Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models
Recent work has applied differential privacy (DP) to adapt large language models (LLMs) for sensitive applications, offering …
Bartłomiej Marek
,
Lorenzo Rossi
,
Vincent Hanke
,
Xun Wang
,
Michael Backes
,
Franziska Boenisch
,
Adam Dziedzic
Apr 2025
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OpenReview
Are Audio DeepFake Detection Models Polyglots?
Since the majority of audio DeepFake (DF) detection methods are trained on English-centric datasets, their applicability to non-English …
Bartłomiej Marek
,
Piotr Kawa
,
Piotr Syga
Dec 2024
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DOI
arXiv
Spellchecker Analysis for Behavioural Biometric of Typing Errors Scenario
Behavioural biometric systems based on typing errors rely on the natural tendency of people to make characteristic mistakes while …
Bartłomiej Marek
,
Wojciech Wodo
Jul 2024
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DOI
Securing ML-based Android Malware Detectors: A Defensive Feature Selection Approach against Backdoor Attacks
Machine learning-based Android malware detectors are increasingly used in security products. However, they are vulnerable to backdoor …
Bartłomiej Marek
,
Kacper Pieniążek
,
Filip Ratajczak
,
Wojciech Adamczyk
,
Bartosz Bok
,
Mateusz Krzysztoń
Jul 2024
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User Authentication and Identification System Based on Behavioural Biometrics of Typing Errors
We present a user authentication and identification system that leverages behavioural biometrics derived from typing errors. The system …
Bartłomiej Marek
,
Wojciech Wodo
Nov 2023
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