Ahmet Okutan

According to our database, Ahmet Okutan authored at least 23 papers between 2012 and 2023.

Collaborative distances:

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

2023

Empirical Validation of Automated Vulnerability Curation and Characterization.

Ahmet Okutan, Peter Mell, Mehdi Mirakhorli, Igor Khokhlov, Joanna C. S. Santos, Danielle Gonzalez, Steven Simmons

IEEE Trans. Software Eng., 2023

Supporting Artificial Intelligence/Machine Learning Security Workers Through an Adversarial Techniques, Tools, and Common Knowledge Framework.

Mohamad Fazelnia, Ahmet Okutan, Mehdi Mirakhorli

IEEE Secur. Priv., 2023

A Novel Approach to Identify Security Controls in Source Code.

Ahmet Okutan, Ali Shokri, Viktoria Koscinski, Mohamad Fazelnia, Mehdi Mirakhorli

CoRR, 2023

2022

Supporting AI/ML Security Workers through an Adversarial Techniques, Tools, and Common Knowledge (AI/ML ATT&CK) Framework.

Mohamad Fazelnia, Ahmet Okutan, Mehdi Mirakhorli

CoRR, 2022

A Grounded Theory Based Approach to Characterize Software Attack Surfaces.

Sara Moshtari, Ahmet Okutan, Mehdi Mirakhorli

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Predicting the severity and exploitability of vulnerability reports using convolutional neural nets.

Ahmet Okutan, Mehdi Mirakhorli

Proceedings of the 3rd International Workshop on Engineering and Cybersecurity of Critical Systems, 2022

2021

Near Real-time Learning and Extraction of Attack Models from Intrusion Alerts.

Shanchieh Jay Yang, Ahmet Okutan, Gordon Werner, Shao-Hsuan Su, Ayush Goel, Nathan D. Cahill

CoRR, 2021

Constructing a Shared Infrastructure for Software Architecture Analysis and Maintenance.

Joshua Garcia, Mehdi Mirakhorli, Lu Xiao, Yutong Zhao, Ibrahim Mujhid, Khoi Pham, Ahmet Okutan, Sam Malek, Rick Kazman, Yuanfang Cai, Nenad Medvidovic

Proceedings of the 18th IEEE International Conference on Software Architecture, 2021

2020

Looking for Software Defects? First Find the Nonconformists.

Sara Moshtari, Joanna C. S. Santos, Mehdi Mirakhorli, Ahmet Okutan

Proceedings of the 20th IEEE International Working Conference on Source Code Analysis and Manipulation, 2020

2019

ASSERT: attack synthesis and separation with entropy redistribution towards predictive cyber defense.

Ahmet Okutan, Shanchieh Jay Yang

Cybersecur., 2019

Dynamic Generation of Empirical Cyberattack Models with Engineered Alert Features.

Ahmet Okutan, Fu-Yuan Cheng, Shao-Hsuan Su, Shanchieh Jay Yang

Proceedings of the 2019 IEEE Military Communications Conference, 2019

CAPTURE: Cyberattack Forecasting Using Non-Stationary Features with Time Lags.

Ahmet Okutan, Shanchieh Jay Yang, Katie McConky, Gordon Werner

Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019

2018

Forecasting cyberattacks with incomplete, imbalanced, and insignificant data.

Ahmet Okutan, Gordon Werner, Shanchieh Jay Yang, Katie McConky

Cybersecur., 2018

Use of Source Code Similarity Metrics in Software Defect Prediction.

Ahmet Okutan

CoRR, 2018

Forecasting Cyber Attacks with Imbalanced Data Sets and Different Time Granularities.

Ahmet Okutan, Shanchieh Jay Yang, Katie McConky

CoRR, 2018

Differentiating and Predicting Cyberattack Behaviors Using LSTM.

Ian Perry, Lutzu Li, Christopher Sweet, Shao-Hsuan Su, Fu-Yuan Cheng, Shanchieh Jay Yang, Ahmet Okutan

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2018

2017

Predicting cyber attacks with bayesian networks using unconventional signals.

Ahmet Okutan, Shanchieh Jay Yang, Katie McConky

Proceedings of the 12th Annual Conference on Cyber and Information Security Research, 2017

POSTER: Cyber Attack Prediction of Threats from Unconventional Resources (CAPTURE).

Ahmet Okutan, Gordon Werner, Katie McConky, Shanchieh Jay Yang

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

2016

A novel kernel to predict software defectiveness.

Ahmet Okutan, Olcay Taner Yildiz

J. Syst. Softw., 2016

2014

Software defect prediction using Bayesian networks.

Ahmet Okutan, Olcay Taner Yildiz

Empir. Softw. Eng., 2014

Bilingual Software Requirements Tracing using Vector Space Model.

Olcay Taner Yildiz, Ahmet Okutan, Ercan Solak

Proceedings of the ICPRAM 2014, 2014

2013

A Novel Regression Method for Software Defect Prediction with Kernel Methods.

Ahmet Okutan, Olcay Taner Yildiz

Proceedings of the ICPRAM 2013, 2013

2012

Software defect prediction using bayesian networks and kernel methods (Bayesian ağları ve çekirdek yöntemleri ile yazılım hata tahmini)

Ahmet Okutan

PhD thesis, 2012