Jul 6, 2020 · In this paper we propose a novel technique to verify the security of decision tree models against evasion attacks with respect to an expressive ...

Sep 13, 2020 · We proposed a technique to certify the security of decision trees against evasion attacks by leveraging the abstract interpretation framework.

This paper proposes a novel technique to verify the security of decision tree models against evasion attacks with respect to an expressive threat model, ...

In this paper we propose a novel technique to verify the security of decision tree models against evasion attacks with respect to an expressive threat model, ...

Sep 14, 2020 · In this paper we propose a novel technique to verify the security of decision tree models against evasion attacks with respect to an expressive ...

In this paper we propose a novel technique to verify the security of decision tree models against evasion attacks with respect to an expressive threat model, ...

Lucchese, Certifying Decision Trees Against Evasion Attacks by Program Analysis, in: Computer Security - ESORICS 2020 - 25th European Symposium on Research ...

Jan 1, 2023 · This solution is sound, efficient and general enough to be applied to a range of different models, including decision trees, logistic regression ...

This solution is sound, efficient and general enough to be applied to a range of different models, including decision trees, logistic regression and neural ...

Duration: 19:39
Posted: Sep 25, 2020