Erick Galinkin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Machine Learning Systems

Dirichlet Prior

Malware Detection

Top Venues

Publications

Shaona Ghosh, Prasoon Varshney, Erick Galinkin, Christopher Parisien
AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts. CoRR (2024)
Leon Derczynski, Erick Galinkin, Jeffrey Martin, Subho Majumdar, Nanna Inie
garak: A Framework for Security Probing Large Language Models. CoRR (2024)
John Carter, Spiros Mancoridis, Pavlos Protopapas, Erick Galinkin
IoT Malware Data Augmentation using a Generative Adversarial Network. HICSS (2024)
John Carter, Spiros Mancoridis, Pavlos Protopapas, Erick Galinkin
Behavioral Malware Detection using a Language Model Classifier Trained on sys2vec Embeddings. HICSS (2024)
Erick Galinkin
Towards a Responsible AI Development Lifecycle: Lessons From Information Security. CoRR (2022)
Erick Galinkin
Review of The Geometry of Uncertainty by Fabio Cuzzolin. SIGACT News 53 (2) (2022)
Erick Galinkin
Robustness and Usefulness in AI Explanation Methods. CoRR (2022)
John Carter, Spiros Mancoridis, Erick Galinkin
Fast, lightweight IoT anomaly detection using feature pruning and PCA. SAC (2022)
Erick Galinkin, Emmanouil Pountourakis, John Carter, Spiros Mancoridis
Simulation of Attacker Defender Interaction in a Noisy Security Game. CoRR (2022)
Erick Galinkin
Information Security Games: A Survey. CoRR (2021)
Erick Galinkin, John Carter, Spiros Mancoridis
Evaluating Attacker Risk Behavior in an Internet of Things Ecosystem. CoRR (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
The State of AI Ethics Report (January 2021). CoRR (2021)
Erick Galinkin, John Carter, Spiros Mancoridis
Evaluating Attacker Risk Behavior in an Internet of Things Ecosystem. GameSec (2021)
Erick Galinkin
The Influence of Dropout on Membership Inference in Differentially Private Models. CoRR (2021)
Erick Galinkin
Winning the Ransomware Lottery - A Game-Theoretic Approach to Preventing Ransomware Attacks. GameSec (2021)
Erick Galinkin
Who's Afraid of Thomas Bayes? CoRR (2021)
Erick Galinkin
Winning the Ransomware Lottery: A Game-Theoretic Model for Mitigating Ransomware Attacks. CoRR (2021)
Erick Galinkin
Review of The Foundations of Computability Theory (Second Edition) by Borut Robič. SIGACT News 52 (2) (2021)
Erick Galinkin
Malicious Network Traffic Detection via Deep Learning: An Information Theoretic View. CoRR (2020)
Abhishek Gupta, Erick Galinkin
Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment. CoRR (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
The State of AI Ethics Report (October 2020). CoRR (2020)
Abhishek Gupta, Camylle Lanteigne, Victoria Heath, Marianna Bergamaschi Ganapini, Erick Galinkin, Allison Cohen, Tania De Gasperis, Mo Akif, Renjie Butalid
The State of AI Ethics Report (June 2020). CoRR (2020)