CLAIRS-Environment / openenv.yaml
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version: "1.0"
name: clairs-network-defense
description: "CLAIRS: Autonomous Defense Environment for IoT DDoS Mitigation — dynamic traffic simulation with multi-criteria reward scoring."
tasks:
- id: task_1_easy
description: >
Normal Traffic Monitoring. Benign IoT traffic with small natural fluctuations.
The agent must maintain monitoring without triggering false positives.
- id: task_2_medium
description: >
Volumetric DDoS Flood. A massive packet flood ramps from 5 000 to 50 000 PPS.
The agent must detect the surge and escalate to full blocking.
- id: task_3_hard
description: >
Stealth Low-and-Slow DDoS. A gradual attack that stays below obvious CPU thresholds.
The agent must detect the subtle PPS trend and apply rate limiting.
- id: task_4_expert
description: >
Multi-Wave APT Campaign. The attacker probes (PPS 4 000–12 000), retreats to
normal levels, then surges (PPS 15 000–45 000). The agent must not relax
defenses during the deceptive retreat phase.
endpoints:
reset: /reset
step: /step
state: /state