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Pintor, Maura
48  Ergebnisse:
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1

Rethinking data augmentation for adversarial robustness:

Eghbal-zadeh, Hamid ; Zellinger, Werner ; Pintor, Maura...
Information Sciences.  654 (2024)  - p. 119838 , 2024
Link: https://doi.org/10.1016/..
 
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2

Samples on Thin Ice: Re-Evaluating Adversarial Pruning of N..:

, In: 2023 International Conference on Machine Learning and Cybernetics (ICMLC),
Piras, Giorgio ; Pintor, Maura ; Demontis, Ambra. - p. 229-235 , 2023
Link: https://doi.org/10.1109/..
 
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3

The Threat of Offensive AI to Organizations:

Mirsky, Yisroel ; Demontis, Ambra ; Kotak, Jaidip...
Computers & Security.  124 (2023)  - p. 103006 , 2023
Link: https://doi.org/10.1016/..
 
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4

Why adversarial reprogramming works, when it fails, and how..:

Zheng, Yang ; Feng, Xiaoyi ; Xia, Zhaoqiang...
Information Sciences.  632 (2023)  - p. 130-143 , 2023
Link: https://doi.org/10.1016/..
 
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5

Proceedings of the 16th ACM Workshop on Artificial Intellig..:

Pintor, Maura ; Chen, Xinyun ; Tramèr, Florian , 2023
Link: https://dl.acm.org/doi/1..
 
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6

Stateful detection of adversarial reprogramming:

Zheng, Yang ; Feng, Xiaoyi ; Xia, Zhaoqiang...
Information Sciences.  642 (2023)  - p. 119093 , 2023
Link: https://doi.org/10.1016/..
 
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7

ImageNet-Patch: A dataset for benchmarking machine learning..:

Pintor, Maura ; Angioni, Daniele ; Sotgiu, Angelo...
Pattern Recognition.  134 (2023)  - p. 109064 , 2023
Link: https://doi.org/10.1016/..
 
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8

Minimizing Energy Consumption of Deep Learning Models by En..:

, In: Image Analysis and Processing – ICIAP 2023; Lecture Notes in Computer Science,
Lazzaro, Dario ; Cinà, Antonio Emanuele ; Pintor, Maura... - p. 515-526 , 2023
Link: https://doi.org/10.1007/..
 
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9

AISec '23: 16th ACM Workshop on Artificial Intelligence and..:

, In: Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security,
Pintor, Maura ; Tramèr, Florian Simon ; Chen, Xinyun - p. 3666-3668 , 2023
Link: https://dl.acm.org/doi/1..
 
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10

Raze to the Ground: Query-Efficient Adversarial HTML Attack..:

, In: Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security,
Montaruli, Biagio ; Demetrio, Luca ; Pintor, Maura... - p. 233-244 , 2023
Link: https://dl.acm.org/doi/1..
 
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11

Detecting Attacks Against Deep Reinforcement Learning for A..:

, In: 2023 International Conference on Machine Learning and Cybernetics (ICMLC),
Pintor, Maura ; Demetrio, Luca ; Sotgiu, Angelo... - p. 57-62 , 2023
Link: https://doi.org/10.1109/..
 
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12

secml: Secure and explainable machine learning in Python:

Pintor, Maura ; Demetrio, Luca ; Sotgiu, Angelo...
SoftwareX.  18 (2022)  - p. 101095 , 2022
Link: https://doi.org/10.1016/..
 
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13

Explainability-based Debugging of Machine Learning for Vuln..:

, In: Proceedings of the 17th International Conference on Availability, Reliability and Security,
Sotgiu, Angelo ; Pintor, Maura ; Biggio, Battista - p. 1-8 , 2022
Link: https://dl.acm.org/doi/1..
 
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14

Task-Specific Automation in Deep Learning Processes:

, In: Communications in Computer and Information Science; Database and Expert Systems Applications - DEXA 2021 Workshops,
Buchgeher, Georg ; Czech, Gerald ; Ribeiro, Adriano Souza... - p. 159-169 , 2021
Link: https://doi.org/10.1007/..
 
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15

Optimization and deployment of CNNs at the edge : the AL..:

, In: Proceedings of the 16th ACM International Conference on Computing Frontiers,
Meloni, Paolo ; Loi, Daniela ; Busia, Paola... - p. 326-332 , 2019
Link: https://dl.acm.org/doi/1..
 
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