Erick Galinkin

According to our database, Erick Galinkin authored at least 19 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Behavioral Malware Detection using a Language Model Classifier Trained on sys2vec Embeddings.

John Carter, Spiros Mancoridis, Pavlos Protopapas, Erick Galinkin

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

IoT Malware Data Augmentation using a Generative Adversarial Network.

John Carter, Spiros Mancoridis, Pavlos Protopapas, Erick Galinkin

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2022

Review of The Geometry of Uncertainty by Fabio Cuzzolin.

Erick Galinkin

SIGACT News, 2022

Simulation of Attacker Defender Interaction in a Noisy Security Game.

Erick Galinkin, Emmanouil Pountourakis, John Carter, Spiros Mancoridis

CoRR, 2022

Robustness and Usefulness in AI Explanation Methods.

Erick Galinkin

CoRR, 2022

Towards a Responsible AI Development Lifecycle: Lessons From Information Security.

Erick Galinkin

CoRR, 2022

Fast, lightweight IoT anomaly detection using feature pruning and PCA.

John Carter, Spiros Mancoridis, Erick Galinkin

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

2021

Review of The Foundations of Computability Theory (Second Edition) by Borut Robič.

Erick Galinkin

SIGACT News, 2021

Who's Afraid of Thomas Bayes?

Erick Galinkin

CoRR, 2021

Winning the Ransomware Lottery: A Game-Theoretic Model for Mitigating Ransomware Attacks.

Erick Galinkin

CoRR, 2021

The State of AI Ethics Report (January 2021).

Abhishek Gupta, Alexandrine Royer, Connor Wright, Falaah Arif Khan, Victoria Heath, Erick Galinkin, Ryan Khurana, Marianna Bergamaschi Ganapini, Muriam Fancy, Masa Sweidan, Mo Akif, Renjie Butalid

CoRR, 2021

Information Security Games: A Survey.

Erick Galinkin

CoRR, 2021

The Influence of Dropout on Membership Inference in Differentially Private Models.

Erick Galinkin

CoRR, 2021

Evaluating Attacker Risk Behavior in an Internet of Things Ecosystem.

Erick Galinkin, John Carter, Spiros Mancoridis

Proceedings of the Decision and Game Theory for Security - 12th International Conference, 2021

Winning the Ransomware Lottery - A Game-Theoretic Approach to Preventing Ransomware Attacks.

Erick Galinkin

Proceedings of the Decision and Game Theory for Security - 12th International Conference, 2021

2020

The State of AI Ethics Report (October 2020).

Abhishek Gupta, Alexandrine Royer, Victoria Heath, Connor Wright, Camylle Lanteigne, Allison Cohen, Marianna Bergamaschi Ganapini, Muriam Fancy, Erick Galinkin, Ryan Khurana, Mo Akif, Renjie Butalid, Falaah Arif Khan, Masa Sweidan, Audrey Balogh

CoRR, 2020

Malicious Network Traffic Detection via Deep Learning: An Information Theoretic View.

Erick Galinkin

CoRR, 2020

Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment.

Abhishek Gupta, Erick Galinkin

CoRR, 2020

The State of AI Ethics Report (June 2020).

Abhishek Gupta, Camylle Lanteigne, Victoria Heath, Marianna Bergamaschi Ganapini, Erick Galinkin, Allison Cohen, Tania De Gasperis, Mo Akif, Renjie Butalid

CoRR, 2020