statistiche ricercatore

Nome	#
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?	68
Societal issues in machine learning: When learning from data is not enough	62
Deepsquatting: Learning-based typosquatting detection at deeper domain levels	59
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples	56
Explaining Machine Learning DGA Detectors from DNS Traffic Data	56
Hardening RGB-D object recognition systems against adversarial patch attacks	56
Robust Machine Learning for Malware Detection over Time	54
Towards poisoning of deep learning algorithms with back-gradient optimization	47
AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples	46
Super-Sparse regression for fast age estimation from faces at test time	46
Raze to the Ground: Query-Efficient Adversarial HTML Attacks on Machine-Learning Phishing Webpage Detectors	45
Slope: A First-order Approach for Measuring Gradient Obfuscation	44
secml: Secure and explainable machine learning in Python	38
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	32
$\sigma$-zero: Gradient-based Optimization of $\ell_0$-norm Adversarial Examples	28
ModSec-Learn: Boosting ModSecurity with Machine Learning	15
Demystifying the Role of Rule-Based Detection in AI Systems for Windows Malware Detection	15
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates	15
Totale	782

	Totale	Lug	Ago	Sett	Ott	Nov	Dic	Gen	Feb	Mar	Apr	Mag	Giu
2021/2022	8	0	0	0	0	0	0	0	0	0	0	5	3
2022/2023	50	2	1	0	3	7	5	3	2	12	0	13	2
2023/2024	65	1	7	0	11	11	12	3	3	1	2	3	11
2024/2025	308	17	15	4	11	34	28	20	59	11	12	38	59
2025/2026	351	97	17	60	67	104	6	0	0	0	0	0	0
Totale													782