Software defect prediction using bayesian networks and kernel methods (Bayesian ağları ve çekirdek yöntemleri ile yazılım hata tahmini) - Ahmet Okutan (2012)

A Novel Regression Method for Software Defect Prediction with Kernel Methods. - Ahmet Okutan; Olcay Taner Yildiz (ICPRAM, 2013)

Bilingual Software Requirements Tracing using Vector Space Model. - Olcay Taner Yildiz; Ahmet Okutan; Ercan Solak (ICPRAM, 2014)

Software defect prediction using Bayesian networks. - Ahmet Okutan; Olcay Taner Yildiz (Empir. Softw. Eng., 2014)

A novel kernel to predict software defectiveness. - Ahmet Okutan; Olcay Taner Yildiz (J. Syst. Softw., 2016)

POSTER: Cyber Attack Prediction of Threats from Unconventional Resources (CAPTURE). - Ahmet Okutan; Gordon Werner; Katie McConky; Shanchieh Jay Yang (CCS, 2017)

Predicting cyber attacks with bayesian networks using unconventional signals. - Ahmet Okutan; Shanchieh Jay Yang; Katie McConky (CISRC, 2017)

Differentiating and Predicting Cyberattack Behaviors Using LSTM. - Ian Perry; Lutzu Li; Christopher Sweet; Shao-Hsuan Su; Fu-Yuan Cheng; Shanchieh Jay Yang; Ahmet Okutan (DSC, 2018)

Forecasting Cyber Attacks with Imbalanced Data Sets and Different Time Granularities. - Ahmet Okutan; Shanchieh Jay Yang; Katie McConky (CoRR, 2018)

Use of Source Code Similarity Metrics in Software Defect Prediction. - Ahmet Okutan (CoRR, 2018)

Forecasting cyberattacks with incomplete, imbalanced, and insignificant data. - Ahmet Okutan; Gordon Werner; Shanchieh Jay Yang; Katie McConky (Cybersecur., 2018)

CAPTURE: Cyberattack Forecasting Using Non-Stationary Features with Time Lags. - Ahmet Okutan; Shanchieh Jay Yang; Katie McConky; Gordon Werner (CNS, 2019)

Dynamic Generation of Empirical Cyberattack Models with Engineered Alert Features. - Ahmet Okutan; Fu-Yuan Cheng; Shao-Hsuan Su; Shanchieh Jay Yang (MILCOM, 2019)

ASSERT: attack synthesis and separation with entropy redistribution towards predictive cyber defense. - Ahmet Okutan; Shanchieh Jay Yang (Cybersecur., 2019)

Looking for Software Defects? First Find the Nonconformists. - Sara Moshtari; Joanna C. S. Santos; Mehdi Mirakhorli; Ahmet Okutan (SCAM, 2020)

Constructing a Shared Infrastructure for Software Architecture Analysis and Maintenance. - Joshua Garcia; Mehdi Mirakhorli; Lu Xiao 001; Yutong Zhao; Ibrahim Mujhid; Khoi Pham; Ahmet Okutan; Sam Malek; Rick Kazman; Yuanfang Cai; Nenad Medvidovic (ICSA, 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)

Predicting the severity and exploitability of vulnerability reports using convolutional neural nets. - Ahmet Okutan; Mehdi Mirakhorli (EnCyCriS@ICSE, 2022)

A Grounded Theory Based Approach to Characterize Software Attack Surfaces. - Sara Moshtari; Ahmet Okutan; Mehdi Mirakhorli (ICSE, 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 Novel Approach to Identify Security Controls in Source Code. - Ahmet Okutan; Ali Shokri 003; Viktoria Koscinski; Mohamad Fazelnia; Mehdi Mirakhorli (CoRR, 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)

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)

Leveraging RAG-LLM to Translate C++ to Rust. - Ahmet Okutan; Samuel Merten; Christoph C. Michael; Ben Ryjikov (ICAA, 2024)

Uncovering the Linguistic Roots of Bias: Insights and Mitigation in Large Language Models. - Lauren Benson; Ahmet Okutan; Roopa Vasan (FAccT, 2025)

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems. - Viktoria Koscinski; Mark Nelson; Ahmet Okutan; Robert Falso; Mehdi Mirakhorli (CoRR, 2025)