QATCH - An adaptive framework for software product quality assessment. - Miltiadis G. Siavvas; Kyriakos C. Chatzidimitriou; Andreas L. Symeonidis (Expert Syst. Appl., 2017)

Static Analysis-Based Approaches for Secure Software Development. - Miltiadis G. Siavvas; Erol Gelenbe; Dionysios D. Kehagias; Dimitrios Tzovaras (Euro-CYBERSEC, 2018)

Is Popularity an Indicator of Software Security? - Miltiadis G. Siavvas; Marija Jankovic; Dionysios D. Kehagias; Dimitrios Tzovaras (IEEE Conf. on Intelligent Systems, 2018)

Methods and Tools for TD Estimation and Forecasting: A State-of-the-art Survey. - Dimitrios Tsoukalas; Miltiadis G. Siavvas; Marija Jankovic; Dionysios D. Kehagias; Alexander Chatzigeorgiou; Dimitrios Tzovaras (IEEE Conf. on Intelligent Systems, 2018)

Optimum Interval for Application-level Checkpoints. - Miltiadis G. Siavvas; Erol Gelenbe (CSCloud/EdgeCom, 2019)

Optimum checkpoints for programs with loops. - Miltiadis G. Siavvas; Erol Gelenbe (Simul. Model. Pract. Theory, 2019)

Cross-Project Vulnerability Prediction Based on Software Metrics and Deep Learning. - Ilias Kalouptsoglou; Miltiadis G. Siavvas; Dimitrios Tsoukalas; Dionisis D. Kehagias (ICCSA (4), 2020)

The SDK4ED Platform for Embedded Software Quality Improvement - Preliminary Overview. - Miltiadis G. Siavvas; Dimitrios Tsoukalas; Charalampos Marantos; Angeliki-Agathi Tsintzira; Marija Jankovic; Dimitrios Soudris; Alexander Chatzigeorgiou; Dionisis D. Kehagias (ICCSA (4), 2020)

Evaluating and Improving the Internal Security of OPC-UA based Software Applications. - Marija Jankovic; Miltiadis G. Siavvas; Dimitrios Tsoukalas; Dionysios D. Kehagias (I-ESA Workshops, 2020)

The Random Neural Network as a Bonding Model for Software Vulnerability Prediction. - Katarzyna Filus; Miltiadis G. Siavvas; Joanna Domanska; Erol Gelenbe (MASCOTS (Revised Selected Papers), 2020)

Optimum Checkpoints for Time and Energy. - Erol Gelenbe; Pawel Boryszko; Miltiadis G. Siavvas; Joanna Domanska (MASCOTS, 2020)

Technical debt forecasting: An empirical study on open-source repositories. - Dimitrios Tsoukalas; Dionysios D. Kehagias; Miltiadis G. Siavvas; Alexander Chatzigeorgiou (J. Syst. Softw., 2020)

Adding Security to Implantable Medical Devices: Can We Afford It? - Muhammad Ali Siddiqi; Angeliki-Agathi Tsintzira; Georgios Digkas; Miltiadis G. Siavvas; Christos Strydis (EWSN, 2021)

Technical Debt Forecasting Based on Deep Learning Techniques. - Maria Mathioudaki; Dimitrios Tsoukalas; Miltiadis G. Siavvas; Dionisis D. Kehagias (ICCSA (7), 2021)

A Self-adaptive Approach for Assessing the Criticality of Security-Related Static Analysis Alerts. - Miltiadis G. Siavvas; Ilias Kalouptsoglou; Dimitrios Tsoukalas; Dionisis D. Kehagias (ICCSA (7), 2021)

An Ontology-based Approach for Automatic Specification, Verification, and Validation of Software Security Requirements: Preliminary Results. - Dimitrios Tsoukalas; Miltiadis G. Siavvas; Maria Mathioudaki; Dionisis D. Kehagias (QRS Companion, 2021)

Efficient Feature Selection for Static Analysis Vulnerability Prediction. - Katarzyna Filus; Pawel Boryszko; Joanna Domanska; Miltiadis G. Siavvas; Erol Gelenbe (Sensors, 2021)

Investigating the Interaction between Energy Consumption, Quality of Service, Reliability, Security, and Maintainability of Computer Systems and Networks. - Dionysios D. Kehagias; Marija Jankovic; Miltiadis G. Siavvas; Erol Gelenbe (SN Comput. Sci., 2021)

A Clustering Approach Towards Cross-Project Technical Debt Forecasting. - Dimitrios Tsoukalas; Maria Mathioudaki; Miltiadis G. Siavvas; Dionisis D. Kehagias; Alexander Chatzigeorgiou (SN Comput. Sci., 2021)

A hierarchical model for quantifying software security based on static analysis alerts and software metrics. - Miltiadis G. Siavvas; Dionisis D. Kehagias; Dimitrios Tzovaras; Erol Gelenbe (Softw. Qual. J., 2021)

SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications. - Charalampos Marantos; Miltiadis G. Siavvas; Dimitrios Tsoukalas; Christos P. Lamprakos; Lazaros Papadopoulos; Pawel Boryszko; Katarzyna Filus; Joanna Domanska; Apostolos Ampatzoglou; Alexander Chatzigeorgiou; Erol Gelenbe; Dionisis D. Kehagias; et al. (DATE, 2022)

The IoTAC Software Security-by-Design Platform: Concept, Challenges, and Preliminary Overview. - Miltiadis G. Siavvas; Erol Gelenbe; Dimitrios Tsoukalas; Ilias Kalouptsoglou; Maria Mathioudaki; Mert Nakip; Dionisis D. Kehagias; Dimitrios Tzovaras (DRCN, 2022)

Comparing Univariate and Multivariate Time Series Models for Technical Debt Forecasting. - Maria Mathioudaki; Dimitrios Tsoukalas; Miltiadis G. Siavvas; Dionisis D. Kehagias (ICCSA (Workshops 4), 2022)

Technical debt as an indicator of software security risk: a machine learning approach for software development enterprises. - Miltiadis G. Siavvas; Dimitrios Tsoukalas; Marija Jankovic; Dionisis D. Kehagias; Dimitrios Tzovaras (Enterp. Inf. Syst., 2022)

Examining the Capacity of Text Mining and Software Metrics in Vulnerability Prediction. - Ilias Kalouptsoglou; Miltiadis G. Siavvas; Dionysios D. Kehagias; Alexandros Chatzigeorgiou; Apostolos Ampatzoglou (Entropy, 2022)

Translating quality-driven code change selection to an instance of multiple-criteria decision making. - Christos P. Lamprakos; Charalampos Marantos; Miltiadis G. Siavvas; Lazaros Papadopoulos; Angeliki-Agathi Tsintzira; Apostolos Ampatzoglou; Alexander Chatzigeorgiou; Dionysios D. Kehagias; Dimitrios Soudris (Inf. Softw. Technol., 2022)

Surveying Cyber Threat Intelligence and Collaboration: A Concise Analysis of Current Landscape and Trends. - Panagiotis I. Radoglou-Grammatikis; Elisavet Kioseoglou; Dimitrios Christos Asimopoulos; Miltiadis G. Siavvas; Ioannis Nanos; Thomas Lagkas; Vasileios Argyriou; Konstantinos E. Psannis; Sotirios K. Goudos; Panagiotis G. Sarigiannidis (CloudCom, 2023)

Software vulnerability prediction: A systematic mapping study. - Ilias Kalouptsoglou; Miltiadis G. Siavvas; Apostolos Ampatzoglou; Dionisis D. Kehagias; Alexander Chatzigeorgiou (Inf. Softw. Technol., 2023)

Digital Transformation of Security Standards: Requirements Extraction using Large Language Models. - Miltiadis G. Siavvas; Georgia Xanthopoulou; Ilias Kalouptsoglou; Dionysios D. Kehagias; Dimitrios Tzovaras (DSA, 2024)

Vulnerability prediction using pre-trained models: An empirical evaluation. - Ilias Kalouptsoglou; Miltiadis G. Siavvas; Apostolos Ampatzoglou; Dionysios D. Kehagias; Alexander Chatzigeorgiou (MASCOTS, 2024)

Transforming the field of Vulnerability Prediction: Are Large Language Models the key? - Miltiadis G. Siavvas; Ilias Kalouptsoglou; Erol Gelenbe; Dionysios D. Kehagias; Dimitrios Tzovaras (MASCOTS, 2024)

Vulnerability Classification on Source Code Using Text Mining and Deep Learning Techniques. - Ilias Kalouptsoglou; Miltiadis G. Siavvas; Apostolos Ampatzoglou; Dionysios D. Kehagias; Alexander Chatzigeorgiou (QRS Companion, 2024)

System-wide vulnerability of multi-component software. - Erol Gelenbe; Mert Nakip; Miltiadis G. Siavvas (Comput. Ind. Eng., 2024)

Enhancing IoT Security Across the Supply Chain. - Ramon Barakat; Sascha Hackel; Miltiadis G. Siavvas (ERCIM News, 2024)

A practical approach for technical debt prioritization based on class-level forecasting. - Dimitrios Tsoukalas; Miltiadis G. Siavvas; Dionisis D. Kehagias; Apostolos Ampatzoglou; Alexander Chatzigeorgiou (J. Softw. Evol. Process., 2024)

SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software. - Miltiadis G. Siavvas; Dimitrios Tsoukalas; Charalambos Marantos; Lazaros Papadopoulos; Christos P. Lamprakos; Oliviu Matei; Christos Strydis; Muhammad Ali Siddiqi; Philippe Chrobocinski; Katarzyna Filus; Joanna Domanska; Paris Avgeriou; et al. (Autom. Softw. Eng., 2024)

AI-Enhanced Static Analysis: Reducing False Alarms Using Large Language Models. - George David Apostolidis; Ilias Kalouptsoglou; Miltiadis G. Siavvas; Dionysios D. Kehagias; Dimitrios Tzovaras (SMARTCOMP, 2025)

Transfer learning for software vulnerability prediction using Transformer models. - Ilias Kalouptsoglou; Miltiadis G. Siavvas; Apostolos Ampatzoglou; Dionysios D. Kehagias; Alexander Chatzigeorgiou (J. Syst. Softw., 2025)

System Wide Vulnerability and Trust in Multi-Component Communication System Software. - Erol Gelenbe; Mert Nakip; Miltiadis G. Siavvas (IEEE Netw., 2025)