Concepedia

Octavian Suciu

OS

7

Publications

652

Citations

7

H-Index

2015

Active since

Affiliations

University of Maryland, College Park(Current)

Octavian Suciu is an author at University of Maryland, College Park specializing in data science, computer science, and adversarial machine learning.

Top concepts

EngineeringData ScienceComputer ScienceAdversarial Machine LearningMachine LearningInformation SecuritySoftware AnalysisInformation ForensicsData SecurityDeep Learning

Publications per year

2015–2023

7

Publications

7

Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks

Ali Shafahi, Wei Huang, Mahyar Najibi et al. · arXiv (Cornell University) · 2018 · 249 citations · Full text

Artificial Intelligence, Poison Frogs, Engineering +14

Vulnerability disclosure in the age of social media: exploiting twitter for predicting real-world exploits

Carl Sabottke, Octavian Suciu, Tudor Dumitraş · 2015 · 216 citations

When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks

Octavian Suciu, Radu Mărginean, Yiğitcan Kaya et al. · arXiv (Cornell University) · 2018 · 109 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Enhancing Vulnerability Prioritization: Data-Driven Exploit Predictions with Community-Driven Insights

Jay Jacobs, Sasha Romanosky, Octavian Suciu et al. · 2023 · 26 citations

Vulnerability Prioritization, Engineering, Machine Learning +21

Exploring Adversarial Examples in Malware Detection

Octavian Suciu, Scott E. Coull, Jeffrey M. Johns · 2019 · 22 citations · Full text

Hardware Security, Convolutional Neural Network, Malware Classification +15

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