Zero-Day Exploits

STARMCatalog entries from the DIPS Threat Inventory. The paper cites that dataset and does not use this name.

Undiscovered flaws in satellite operating systems.

Target

OS Kernel

Layer in the inventory

RTOS

Mitigation

Regular patching and vulnerability scanning.

How the inventory says to fix it

AI: Anomaly detection of non-standard system calls (syscalls) or memory jumps.

Quick fix

Patch update

ML approaches named

Unsupervised anomaly detection, Variational Autoencoders (VAE), Deep Autoencoders, Graph Neural Networks (GNN), Bayesian Networks

Methodology

Detetcting previously unseen behavior patterns, abnormal command sequences, deviation from nominal system states, unusual memory or syscall behavior

Handler role

Software Engineer

Stage

Post-Launch

Standard named

ISO/IEC 29147

Status in the inventory

Partially managed

STARMCatalog entries from the DIPS Threat Inventory. The paper cites that dataset and does not use this name.

Connection recorded in the inventory

Privilege Escalation