FG-RCA: Kernel-Anchored Post-Exploitation Containment for IoT with Policy Synthesis and Mitigation of Zero-Day Attacks

Zero-day intrusions on IoT endpoints demand defenses that curtail attacker impact and persistence after breach. This article presents Fine-Grained Runtime Containment Agent (FG-RCA), a lightweight post-exploitation containment system that learns least-privilege behavior from execution and enforces it in the kernel via eBPF with Linux Security Modules (LSM). In a learn phase, LSM/eBPF probes stream security-relevant events to a Rust agent that synthesizes policies per device role. In an enforce phase, policies are compiled into eBPF maps and evaluated at an extended hook set spanning process execution (bprm_check_security), file access (file_open), network egress and exfiltration (socket_connect, socket_sendmsg), privilege use (capable), process injection (ptrace_access_check), tamper/anti-forensics (inode_unlink). Policies bind to kernel-truth identities—inode, device, mount intrusion detection system (IDS), executable SHA-256, and cgroup/namespace identifiers—rather than paths, mitigating time-of-check to time-of-use (TOCTOU) and aliasing. Operational safeguards include Ed25519-signed policies, atomic rollback, and shadow mode logging events to enable policy evolution. Evaluation on embedded Linux demonstrates containment with low overhead.

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Publication Details

Journal
IoT
Published
2025-12-25
DOI
https://doi.org/10.3390/iot7010003
Primary Topic
Security and Verification in Computing
Type
article
Field-Weighted Citation Impact
0.00

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article

FG-RCA: Kernel-Anchored Post-Exploitation Containment for IoT with Policy Synthesis and Mitigation of Zero-Day Attacks

Pérez-Delgado María-Luisa, Fouad Ailabouni, Jesús-Ángel Román-Gallego
IoT
Security and Verification in Computing
article

FG-RCA: Kernel-Anchored Post-Exploitation Containment for IoT with Policy Synthesis and Mitigation of Zero-Day Attacks

Pérez-Delgado María-Luisa, Fouad Ailabouni, Jesús-Ángel Román-Gallego
article en

Abstract

Zero-day intrusions on IoT endpoints demand defenses that curtail attacker impact and persistence after breach. This article presents Fine-Grained Runtime Containment Agent (FG-RCA), a lightweight post-exploitation containment system that learns least-privilege behavior from execution and enforces it in the kernel via eBPF with Linux Security Modules (LSM). In a learn phase, LSM/eBPF probes stream security-relevant events to a Rust agent that synthesizes policies per device role. In an enforce phase, policies are compiled into eBPF maps and evaluated at an extended hook set spanning process execution (bprm_check_security), file access (file_open), network egress and exfiltration (socket_connect, socket_sendmsg), privilege use (capable), process injection (ptrace_access_check), tamper/anti-forensics (inode_unlink). Policies bind to kernel-truth identities—inode, device, mount intrusion detection system (IDS), executable SHA-256, and cgroup/namespace identifiers—rather than paths, mitigating time-of-check to time-of-use (TOCTOU) and aliasing. Operational safeguards include Ed25519-signed policies, atomic rollback, and shadow mode logging events to enable policy evolution. Evaluation on embedded Linux demonstrates containment with low overhead.

IoTVol. 7(1)
Universidad de Zamora (MX)
Instituto Nacional de Ciberseguridad
Peace, Justice and strong institutions
Openalex Percentile: Top 18%
Security and Verification in Computing
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