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Ambra Demontis

university of cagliari

16H-index
86Paper Count
1.6KCitation Count
Published Papers 10
Publication Date
Buffer-free class-incremental learning with out-of-distribution detection
err2025-09-14
err0
PREAI
errSrishti Gupta; Daniele Angioni; Maura Pintor; Ambra Demontis; Lea Schönherr; Fabio Roli; Battista Biggio
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HO-FMN: Hyperparameter optimization for fast minimum-norm attacks
err2025-02-01
err0
errOAAI
errMura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio
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Backdoor learning curves: explaining backdoor poisoning beyond influence functions
err2024-09-26
err0
errOAAI
errCina, Antonio Emanuele; Grosse, Kathrin; Vascon, Sebastiano; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello
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Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning
err2023-07-13
err39
errOAAI
errCina, Antonio Emanuele; Grosse, Kathrin; Demontis, Ambra; Vascon, Sebastiano; Zellinger, Werner; Moser, Bernhard A.; Oprea, Alina; Biggio, Battista; Pelillo, Marcello; Roli, Fabio
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ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches
err2023-02-01
err21
errOAAI
errPintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio
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The Threat of Offensive AI to Organizations
err2023-01-01
err11
errOAAI
errMirsky, Yisroel; Demontis, Ambra; Kotak, Jaidip; Shankar, Ram; Gelei, Deng; Yang, Liu; Zhang, Xiangyu; Pintor, Maura; Lee, Wenke; Elovici, Yuval; Biggio, Battista
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Do gradient-based explanations tell anything about adversarial robustness to android malware?
err2021-10-23
err14
errOAAI
errMelis, Marco; Scalas, Michele; Demontis, Ambra; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio
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Adversarial Detection of Flash Malware: Limitations and Open Issues
err2020-09-01
err11
errOAAI
errMaiorca, Davide; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Giacinto, Giorgio
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Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection
err2019-07-01
err180
errOAAI
errDemontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Corona, Igino; Giacinto, Giorgio; Roli, Fabio
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Super-Sparse Learning in Similarity Spaces
err2016-11-01
err6
errOAAI
errDemontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Roli, Fabio
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