Octavian Suciu

According to our database, Octavian Suciu authored at least 8 papers between 2015 and 2022.

Collaborative distances:

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

2022

Expected Exploitability: Predicting the Development of Functional Vulnerability Exploits.

Octavian Suciu, Connor Nelson, Zhuoer Lyu, Tiffany Bao, Tudor Dumitras

Proceedings of the 31st USENIX Security Symposium, 2022

2021

Data-Driven Techniques For Vulnerability Assessments.

Octavian Suciu

PhD thesis, 2021

2018

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

Octavian Suciu, Radu Marginean, Yigitcan Kaya, Hal Daumé III, Tudor Dumitras

Proceedings of the 27th USENIX Security Symposium, 2018

Too Big to FAIL: What You Need to Know Before Attacking a Machine Learning System.

Tudor Dumitras, Yigitcan Kaya, Radu Marginean, Octavian Suciu

Proceedings of the Security Protocols XXVI, 2018

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

Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Exploring Adversarial Examples in Malware Detection.

Octavian Suciu, Scott E. Coull, Jeffrey Johns

Proceedings of the AAAI Symposium on Adversary-Aware Learning Techniques and Trends in Cybersecurity (ALEC 2018) co-located with the Association for the Advancement of Artificial Intelligence 2018 Fall Symposium Series (AAAI-FSS 2018), 2018

2017

Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning.

Rock Stevens, Octavian Suciu, Andrew Ruef, Sanghyun Hong, Michael W. Hicks, Tudor Dumitras

CoRR, 2017

2015

Vulnerability Disclosure in the Age of Social Media: Exploiting Twitter for Predicting Real-World Exploits.

Carl Sabottke, Octavian Suciu, Tudor Dumitras

Proceedings of the 24th USENIX Security Symposium, 2015