Industrial securityIEEE IES Hackathon → IRAI, AustraliahackathonFlagship

ACDI-ICS

AI-Assisted Cyber Defense for Industrial Control Systems

Organization: IEEE IES Hackathon

Industrial cyber defense bringing anomaly detection and threat modelling into the context of physical systems.

Origin

Developed through an IEEE IES Hackathon and later presented at IRAI in Australia.

Problem

Industrial control systems operate physical processes. A useful defense must consider suspicious behavior, equipment failures and the constraints of the process itself.

ICS and SCADA environments connect cybersecurity questions to physical processes.

Research question

How can anomaly detection and threat modelling support industrial security alongside predictive maintenance?

Architecture

acdi-ics · research architecture5 stages

1
Industrial process context
2
Synthetic failure generation
3
Adversarial robustness investigation
4
Physics-informed constraints
5
Predictive maintenance evaluation

Predictive maintenance, synthetic failures, adversarial robustness and physics-informed constraints form the research focus.

Scope

These are documented research directions rather than reported findings.

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