ICSML: Industrial Control Systems Machine Learning inference framework natively executing on IEC 61131-3 languages. - Constantine Doumanidis; Prashant Hari Narayan Rajput; Michail Maniatakos (CoRR, 2022)

ICSML: Industrial Control Systems ML Framework for native inference using IEC 61131-3 code. - Constantine Doumanidis; Prashant Hari Narayan Rajput; Michail Maniatakos (CPSS@AsiaCCS, 2023)

FieldFuzz: In Situ Blackbox Fuzzing of Proprietary Industrial Automation Runtimes via the Network. - Andrei Bytes; Prashant Hari Narayan Rajput; Constantine Doumanidis; Michail Maniatakos; Jianying Zhou 001; Nils Ole Tippenhauer (RAID, 2023)

ICSPatch: Automated Vulnerability Localization and Non-Intrusive Hotpatching in Industrial Control Systems using Data Dependence Graphs. - Prashant Hari Narayan Rajput; Constantine Doumanidis; Michail Maniatakos (USENIX Security Symposium, 2023)

TRAPDOOR: Repurposing neural network backdoors to detect dataset bias in machine learning-based genomic analysis. - Esha Sarkar; Constantine Doumanidis; Michail Maniatakos (VLSI-SoC, 2023)

Dissecting the Industrial Control Systems Software Supply Chain. - Constantine Doumanidis; Yongyu Xie; Prashant Hari Narayan Rajput; Ryan Pickren; Burak Sahin; Saman A. Zonouz; Michail Maniatakos (IEEE Secur. Priv., 2023)

SmAuto: A domain-specific-language for application development in smart environments. - Konstantinos Panayiotou; Constantine Doumanidis; Emmanouil G. Tsardoulias; Andreas L. Symeonidis (Pervasive Mob. Comput., 2024)

MM-Net: A Multi-Modal Approach Toward Automatic Modulation Classification. - Konstantinos Triaridis; Constantine Doumanidis; Nestor D. Chatzidiamantis; George K. Karagiannidis (IEEE Commun. Lett., 2024)

ICSQuartz: Scan Cycle-Aware and Vendor-Agnostic Fuzzing for Industrial Control Systems. - Corban Villa; Constantine Doumanidis; Hithem Lamri; Prashant Hari Narayan Rajput; Michail Maniatakos (NDSS, 2025)

Routing Attacks in Ethereum PoS: A Systematic Exploration. - Constantine Doumanidis; Maria Apostolaki (CoRR, 2025)