Investigating Membership Inference Attacks under Data Dependencies
Authors: Thomas Humphries, Simon Oya, Lindsey Tulloch, Matthew Rafuse, Ian Goldberg, Urs Hengartner, Florian Kerschbaum | Published: 2020-10-23 | Updated: 2023-06-14
evaluation metrics
On Primes, Log-Loss Scores and (No) Privacy
Authors: Abhinav Aggarwal, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier | Published: 2020-09-17
Insider Threat Detection Based on Stress Recognition Using Keystroke Dynamics
Authors: Azamat Sultanov, Konstantin Kogos | Published: 2020-05-06
Depth-2 Neural Networks Under a Data-Poisoning Attack
Authors: Sayar Karmakar, Anirbit Mukherjee, Theodore Papamarkou | Published: 2020-05-04 | Updated: 2022-06-29
Learning the Associations of MITRE ATT&CK Adversarial Techniques
Authors: Rawan Al-Shaer, Jonathan M. Spring, Eliana Christou | Published: 2020-04-16 | Updated: 2020-05-12
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition
Authors: Mimansa Jaiswal, Emily Mower Provost | Published: 2019-10-29
A Note on Our Submission to Track 4 of iDASH 2019
Authors: Marcel Keller, Ke Sun | Published: 2019-10-24
Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier
Authors: Yuyang Zhou, Guang Cheng, Shanqing Jiang, Mian Dai | Published: 2019-04-02 | Updated: 2020-04-02
Towards an Efficient Anomaly-Based Intrusion Detection for Software-Defined Networks
Authors: Majd Latah, Levent Toker | Published: 2018-03-18 | Updated: 2018-08-19
Solving the “false positives” problem in fraud prediction
Authors: Roy Wedge, James Max Kanter, Santiago Moral Rubio, Sergio Iglesias Perez, Kalyan Veeramachaneni | Published: 2017-10-20