Search Results for author: Anna Squicciarini

Found 6 papers, 1 papers with code

RoCourseNet: Distributionally Robust Training of a Prediction Aware Recourse Model

1 code implementation1 Jun 2022 Hangzhi Guo, Feiran Jia, Jinghui Chen, Anna Squicciarini, Amulya Yadav

To address this problem, we propose RoCourseNet, a training framework that jointly optimizes predictions and recourses that are robust to future data shifts.

counterfactual

Automated Detection of Doxing on Twitter

no code implementations2 Feb 2022 Younes Karimi, Anna Squicciarini, Shomir Wilson

Doxing refers to the practice of disclosing sensitive personal information about a person without their consent.

A Longitudinal Dataset of Twitter ISIS Users

no code implementations2 Feb 2022 Younes Karimi, Anna Squicciarini, Peter K. Forster, Kira M. Leavitt

These sets of users are identified based on a prior study and a campaign aimed at shutting down ISIS Twitter accounts.

Descriptive

Backdoor Embedding in Convolutional Neural Network Models via Invisible Perturbation

no code implementations30 Aug 2018 Cong Liao, Haoti Zhong, Anna Squicciarini, Sencun Zhu, David Miller

Such popularity, however, may attract attackers to exploit the vulnerabilities of the deployed deep learning models and launch attacks against security-sensitive applications.

Data Poisoning General Classification +1

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