Octavian Suciu
Octavian Suciu
Verified email at umd.edu - Homepage
Title
Cited by
Cited by
Year
Poison frogs! targeted clean-label poisoning attacks on neural networks
A Shafahi, WR Huang, M Najibi, O Suciu, C Studer, T Dumitras, ...
arXiv preprint arXiv:1804.00792, 2018
3052018
Vulnerability disclosure in the age of social media: Exploiting twitter for predicting real-world exploits
C Sabottke, O Suciu, T Dumitraș
24th {USENIX} Security Symposium ({USENIX} Security 15), 1041-1056, 2015
2142015
When does machine learning {FAIL}? generalized transferability for evasion and poisoning attacks
O Suciu, R Marginean, Y Kaya, H Daume III, T Dumitras
27th {USENIX} Security Symposium ({USENIX} Security 18), 1299-1316, 2018
1082018
Exploring adversarial examples in malware detection
O Suciu, SE Coull, J Johns
2019 IEEE Security and Privacy Workshops (SPW), 8-14, 2019
732019
Summoning demons: The pursuit of exploitable bugs in machine learning
R Stevens, O Suciu, A Ruef, S Hong, M Hicks, T Dumitraş
arXiv preprint arXiv:1701.04739, 2017
152017
HD III, and T
O Suciu, R Marginean, Y Kaya
Dumitras,“When does machine learning FAIL, 1299-1316, 0
9
Expected exploitability: Predicting the development of functional vulnerability exploits
O Suciu, C Nelson, Z Lyu, T Bao, T Dumitras
arXiv preprint arXiv:2102.07869, 2021
42021
Too Big to FAIL: What You Need to Know Before Attacking a Machine Learning System
T Dumitraş, Y Kaya, R Mărginean, O Suciu
Cambridge International Workshop on Security Protocols, 150-162, 2018
2018
SPW 2019
C Sitawarin, D Wagner, O Suciu, SE Coull, R Taori, A Kamsetty, B Chu, ...
Poster: Exploring Adversarial Examples in Malware Detection
O Suciu, SE Coull, J Johns
Wei Bai, University of Maryland, College Park Abhishek Bhowmick, UT Austin David Chisnall, University of Cambridge Chris Colby, Google
M Dalton, M Fyrbiak, LM González, K Heitala, C Herley, M Jakubowski, ...
Analyzing Multimedia data for Indicators of Violent Radical Behaviors in Public Places
A Sharaf, E Redmiles, O Suciu, P Ghosh, Z Zhao
Summoning Demons
R Stevens, O Suciu, A Ruef, S Hong, M Hicks, T Dumitras
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Articles 1–13