Convolutional Neural Networks in Combination with Support Vector Machines for Complex Sequential Data Classification. - Antreas Dionysiou; Michalis Agathocleous; Chris Christodoulou; Vasilis J. Promponas (ICANN (2), 2018)

SoK: Machine vs. machine - A systematic classification of automated machine learning-based CAPTCHA solvers. - Antreas Dionysiou; Elias Athanasopoulos (Comput. Secur., 2020)

HoneyGen: Generating Honeywords Using Representation Learning. - Antreas Dionysiou; Vassilis Vassiliades; Elias Athanasopoulos (AsiaCCS, 2021)

Unicode Evil: Evading NLP Systems Using Visual Similarities of Text Characters. - Antreas Dionysiou; Elias Athanasopoulos (AISec@CCS, 2021)

Integrating and Validating Maritime Transport Security Services: Initial results from the CS4EU demonstrator. - Christos Grigoriadis; Spyridon Papastergiou; Panayiotis Kotzanikolaou; Christos Douligeris; Antreas Dionysiou; Elias Athanasopoulos; Karin Bernsmed; Per Håkon Meland; Liina Kamm (IC3, 2021)

Lethe: Practical Data Breach Detection with Zero Persistent Secret State. - Antreas Dionysiou; Elias Athanasopoulos (EuroS&P, 2022)

Providing Security Assurance & Hardening for Open Source Software/Hardware: The SecOPERA approach. - Apostolos P. Fournaris; Christos Tselios; Evangelos Haleplidis; Elias Athanasopoulos; Antreas Dionysiou; Dimitrios Mitropoulos; Panos Louridas; Georgios Christou; Manos Athanatos; George Hatzivasilis; Konstantinos Georgopoulos; Costas Kalogeros; et al. (CAMAD, 2023)

Exploring Model Inversion Attacks in the Black-box Setting. - Antreas Dionysiou; Vassilis Vassiliades; Elias Athanasopoulos (Proc. Priv. Enhancing Technol., 2023)

SoK: Membership Inference is Harder Than Previously Thought. - Antreas Dionysiou; Elias Athanasopoulos (Proc. Priv. Enhancing Technol., 2023)

Validating Memory Safety in Rust Binaries. - Antonis Louka; Antreas Dionysiou; Elias Athanasopoulos (EuroSec@EUROSYS, 2024)

Towards Safer Software: Exploring Validation Techniques for Rust Binaries. - Antonis Louka; Antreas Dionysiou; Elias Athanasopoulos (ERCIM News, 2024)