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A

Ambra Demontis

university of cagliari

16H指数
86论文数
1.6K被引数
收录论文 10
发表时间
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Buffer-free class-incremental learning with out-of-distribution detection无缓冲的类增量学习与分布外检测
errPattern Recognition
IF7.6
err2025-09-14
err0
PREAI
errSrishti Gupta; Daniele Angioni; Maura Pintor; Ambra Demontis; Lea Schönherr; Fabio Roli; Battista Biggio
err分享
err收藏
HO-FMN: Hyperparameter optimization for fast minimum-norm attacks
errNEUROCOMPUTING
IF6.5
err2025-02-01
err0
errOAAI
errMura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio
err分享
err收藏
Backdoor learning curves: explaining backdoor poisoning beyond influence functions
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2024-09-26
err0
errOAAI
errCina, Antonio Emanuele; Grosse, Kathrin; Vascon, Sebastiano; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello
err分享
err收藏
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning
errACM COMPUTING SURVEYS
IF28
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
err分享
err收藏
ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches
errPATTERN RECOGNITION
IF7.6
err2023-02-01
err21
errOAAI
errPintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio
err分享
err收藏
The Threat of Offensive AI to Organizations
errCOMPUTERS & SECURITY
IF5.4
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
err分享
err收藏
Do gradient-based explanations tell anything about adversarial robustness to android malware?基于梯度的解释是否能说明android恶意软件的对抗鲁棒性？
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2021-10-23
err14
errOAAI
errMelis, Marco; Scalas, Michele; Demontis, Ambra; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio
err分享
err收藏
Adversarial Detection of Flash Malware: Limitations and Open IssuesFlash恶意软件的对抗性检测: 限制和开放问题
errCOMPUTERS & SECURITY
IF5.4
err2020-09-01
err11
errOAAI
errMaiorca, Davide; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Giacinto, Giorgio
err分享
err收藏
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection是的，机器学习可以更安全!Android恶意软件检测案例研究
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2019-07-01
err180
errOAAI
errDemontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Corona, Igino; Giacinto, Giorgio; Roli, Fabio
err分享
err收藏
Super-Sparse Learning in Similarity Spaces
errIEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
IF11.2
err2016-11-01
err6
errOAAI
errDemontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Roli, Fabio
err分享
err收藏

研究方向

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合作学者
合作期刊
刘
刘洋 (Yang Liu)
H 指数: 106 · 论文数: 3.5K
W
Wenke Lee
H 指数: 79 · 论文数: 304
F
Fabio Roli
H 指数: 69 · 论文数: 503
Y
Yuval Elovici
H 指数: 62 · 论文数: 661
D
Daniel J. Arp
H 指数: 61 · 论文数: 239
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