# 🏭 OT/IoT

| Research | Links |
|----------|-----------|
| 🛡️🏭 Characterizing AI-Assisted Bot Traffic in Darknet Data: Implications for ICS and IIoT Security 🏭🛡️ | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-share-7462383559564013569-P52n?utm_source=share&utm_medium=member_desktop&rcm=ACoAAANl-ukBNmz5qhlJOrQNtSt-ajHYfLd2Bvc) · [Paper](https://arxiv.org/pdf/2605.14209) |
| 🛡️🏭 CritBench: A Framework for Evaluating Cybersecurity Capabilities of Large Language Models in IEC 61850 Digital Substation Environments 🏭🛡️ | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabrotabrarchitects-forabrsecurityabrresearchers-activity-7461642396221562880-uHT1?utm_source=share&utm_medium=member_desktop&rcm=ACoAAANl-ukBNmz5qhlJOrQNtSt-ajHYfLd2Bvc) · [Paper](https://arxiv.org/pdf/2604.06019) |
| 🛡🏭 Cybersecurity AI in OT: Insights from an AI Top-10 Ranker in the Dragos OT CTF 2025 🏭🛡 | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7393630617357287424-QT7J) · [Paper](https://arxiv.org/pdf/2511.05119) |
| 🤖📡 Agentic Search Engine for Real-Time IoT Data | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7313990608920961024-h6vs) · [Paper](https://arxiv.org/pdf/2503.12255) |
| 🤖🔍 MAS-LSTM: A Multi-Agent LSTM-Based Approach for Scalable Anomaly Detection in IIoT Networks | [Post](https://www.linkedin.com/posts/mahmoudrabie2004_forabraiabrscientists-forabraiabrresearchers-activity-7304215837790367744-chNn) · [Paper](https://www.mdpi.com/2227-9717/13/3/753/pdf?version=1741169421) |
