Octavian Suciu

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 12

Top Topics

Inductive Learning

Online Social Media

Machine Learning

Malware Detection

Top Venues

USENIX Security Symposium

Security Protocols Workshop

IEEE Symposium on Security and Privacy Workshops

Publications

Octavian Suciu, Connor Nelson, Zhuoer Lyu, Tiffany Bao, Tudor Dumitras
Expected Exploitability: Predicting the Development of Functional Vulnerability Exploits. USENIX Security Symposium (2022)
Octavian Suciu, Connor Nelson, Zhuoer Lyu, Tiffany Bao, Tudor Dumitras
Expected Exploitability: Predicting the Development of Functional Vulnerability Exploits. CoRR (2021)
Octavian Suciu, Scott E. Coull, Jeffrey Johns
Exploring Adversarial Examples in Malware Detection. IEEE Symposium on Security and Privacy Workshops (2019)
Tudor Dumitras, Yigitcan Kaya, Radu Marginean, Octavian Suciu
Too Big to FAIL: What You Need to Know Before Attacking a Machine Learning System. Security Protocols Workshop (2018)
Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks. NeurIPS (2018)
Octavian Suciu, Scott E. Coull, Jeffrey Johns
Exploring Adversarial Examples in Malware Detection. CoRR (2018)
Octavian Suciu, Scott E. Coull, Jeffrey Johns
Exploring Adversarial Examples in Malware Detection. AAAI Fall Symposium: ALEC (2018)
Octavian Suciu, Radu Marginean, Yigitcan Kaya, Hal Daumé III, Tudor Dumitras
When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks. USENIX Security Symposium (2018)
Octavian Suciu, Radu Marginean, Yigitcan Kaya, Hal Daumé III, Tudor Dumitras
When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks. CoRR (2018)
Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks. CoRR (2018)
Rock Stevens, Octavian Suciu, Andrew Ruef, Sanghyun Hong, Michael W. Hicks, Tudor Dumitras
Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning. CoRR (2017)
Carl Sabottke, Octavian Suciu, Tudor Dumitras
Vulnerability Disclosure in the Age of Social Media: Exploiting Twitter for Predicting Real-World Exploits. USENIX Security Symposium (2015)