Octavian Suciu

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