Using Deep Learning to Detect Digitally Encoded DNA Trigger for Trojan Malware in Bio-Cyber Attacks

no code implementations • 23 Feb 2022 • Mohd Siblee Islam, Stepan Ivanov, Hamdan Awan, Jennifer Drohan, Sasitharan Balasubramaniam, Lee Coffey, Srivatsan Kidambi, Witty Sri-saan

However, in this paper we show how Deep Learning can be used to successfully detect and identify the trigger encoded data, in order to protect a DNA sequencing pipeline from trojan attacks.

Hydrogel-based Bio-nanomachine Transmitters for Bacterial Molecular Communications

no code implementations • 25 Sep 2020 • Daniel P. Martins, Huong Q. -O'Reilly, Lee Coffey, Paul D. Cotter, Sasitharan Balasubramaniam

In addition, our wet lab results show the propagation of the molecular output signal, proving the feasibility of engineering a positive feedback loop to create a bio-nanomachine transmitter that can be used for biosensing applications.