DARPA BioSEC: Detection and Mitigation Intelligent Agent Network (DaMIAN)
Abstract
The goal of the Detection and Mitigation Intelligent Agent Network (DaMIAN) effort is to develop human immune system (HlS)-inspired, antibody-like intelligent agents capable of detecting and mitigating hardware trojan attacks via the use of neuromorphic computational System-on-Chip (SoC) modules. This includes: Baselining the SoC [Body] through monitoring of network-on-chip (NoC) transactions, Detecting rare events [Invaders] in NoC traffic, and Monitoring and Overruling [Surround and Attack] untrusted SoC modules through behavioral prediction, e.g. modeling or fingerprinting. This report provides relevant background information, in Section 2, which attempts to link elements of the human immune system to the DaMIAN effort. It also outlines the progress made during execution of the three month effort including the Literature Review, Technical Opportunity Analysis, and Simulations which are detailed in Sections 3, 4, and 5 respectively.
Document Details
- Document Type
- Technical Report
- Publication Date
- Jan 25, 2021
- Accession Number
- AD1124458
Entities
People
- William Suski