What are Attackers after on IoT Devices? An approach based on a multi-phased multi-faceted IoT honeypot ecosystem and data clustering

no code implementations • 21 Dec 2021 • Armin Ziaie Tabari, Xinming Ou, Anoop Singhal

While honeypots have been historically used as decoy devices to help researchers/organizations gain a better understanding of the dynamic of threats on a network and their impact, IoT devices pose a unique challenge for this purpose due to the variety of devices and their physical connections.

Generating Comprehensive Data with Protocol Fuzzing for Applying Deep Learning to Detect Network Attacks

no code implementations • 23 Dec 2020 • Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu

Network attacks have become a major security concern for organizations worldwide and have also drawn attention in the academics.

Cryptography and Security