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# Traces Collection | ||
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This directory contains example scripts for collecting traces and adversary emulation where the actions by the | ||
adversary are configured manually. | ||
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## Contents | ||
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- Level 9: [./level_9](level_9): this directory contains example scripts for collecting traces from emulation level 9 | ||
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## Author & Maintainer | ||
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Kim Hammar <[email protected]> | ||
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## Copyright and license | ||
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[LICENSE](../../../LICENSE.md) | ||
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Creative Commons | ||
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(C) 2020-2024, Kim Hammar |
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examples/data_collection/manual_sequences/level_9/README.md
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# Adversary Emulation and Traces Collection for Emulation Level 9 | ||
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This directory contains example scripts for collecting traces and adversary emulation for emulation level 9 | ||
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## Commands | ||
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To run a script, execute: | ||
```bash | ||
python <script_name> | ||
``` | ||
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## Author & Maintainer | ||
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Kim Hammar <[email protected]> | ||
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## Copyright and license | ||
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[LICENSE](../../../LICENSE.md) | ||
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Creative Commons | ||
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(C) 2020-2024, Kim Hammar |
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import time | ||
import math | ||
import io | ||
import json | ||
from typing import List, Tuple | ||
from csle_common.util.emulation_util import EmulationUtil | ||
from csle_common.metastore.metastore_facade import MetastoreFacade | ||
import csle_common.constants.constants as constants | ||
from csle_base.encoding.np_encoder import NpEncoder | ||
from csle_cluster.cluster_manager.cluster_controller import ClusterController | ||
from csle_common.logging.log import Logger | ||
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if __name__ == '__main__': | ||
emulation = "csle-level9-040" | ||
sleep_time_seconds = 45 | ||
executions = MetastoreFacade.list_emulation_executions_for_a_given_emulation(emulation_name=emulation) | ||
if len(executions) == 0: | ||
raise ValueError(f"There is no execution of an emulation with name: {emulation}") | ||
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# There must be an executon of level 9 running first, otherwise the list is empty | ||
execution = executions[0] | ||
emulation_env_config = execution.emulation_env_config | ||
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# Get external attacker ip | ||
attacker_ip = emulation_env_config.containers_config.get_agent_container().docker_gw_bridge_ip | ||
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# Get subnetworks | ||
# This gives a list: | ||
# ['15.9.1.0/24', '15.9.2.0/24', '15.9.3.0/24', '15.9.4.0/24', '15.9.5.0/24', '15.9.6.0/24', '15.9.7.0/24', | ||
# '15.9.8.0/24', '15.9.9.0/24'] | ||
subnet_masks = emulation_env_config.topology_config.subnetwork_masks | ||
Logger.__call__().get_logger().info(f"Subnet masks: {subnet_masks}") | ||
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# Get external ip of specific container | ||
ftp_1_1_ips = (emulation_env_config.containers_config.get_container_from_full_name("csle_ftp_1_1-level9-15"). | ||
docker_gw_bridge_ip) | ||
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# Attacker actions | ||
attacker_actions: List[Tuple[str, str]] = [ | ||
("echo 'continue'", attacker_ip), | ||
(f"sudo nmap -sS -p- {constants.NMAP.SPEED_ARGS} {subnet_masks[0]}", attacker_ip) | ||
] | ||
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data = {} | ||
data["attacker_cmds"] = [] | ||
data["attacker_ips"] = [] | ||
data["snort_metrics"] = [] | ||
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for action in attacker_actions: | ||
# Decompose the action | ||
cmd, ip = action | ||
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# Connect to host from which the attacker action will be executed | ||
conn = emulation_env_config.connect(ip=ip, username=constants.CSLE_ADMIN.SSH_USER, | ||
pw=constants.CSLE_ADMIN.SSH_PW, create_producer=False) | ||
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# Execute actions | ||
start = time.time() | ||
Logger.__call__().get_logger().info(f"Running command: {cmd}, from container with ip {ip}") | ||
EmulationUtil.execute_ssh_cmds(cmds=[cmd], conn=conn, wait_for_completion=True) | ||
Logger.__call__().get_logger().info("Command completed") | ||
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# Wait <sleep_time_seconds> to allow data to propagate in the system | ||
Logger.__call__().get_logger().info(f"Sleeping {sleep_time_seconds}s to allow data to propagate in the system") | ||
time.sleep(sleep_time_seconds) | ||
end = time.time() | ||
duration_minutes = math.ceil((end - start) / 60) | ||
Logger.__call__().get_logger().info(f"Collecting measurement data from the last {duration_minutes} minutes") | ||
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# Collect measurements | ||
time_series = ClusterController.get_execution_time_series_data( | ||
ip=execution.emulation_env_config.kafka_config.container.physical_host_ip, | ||
port=constants.GRPC_SERVERS.CLUSTER_MANAGER_PORT, minutes=1, | ||
ip_first_octet=execution.ip_first_octet, emulation=execution.emulation_env_config.name) | ||
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Logger.__call__().get_logger().info("Data collection complete") | ||
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# Populate trace | ||
aggregate_snort_metrics = time_series.agg_snort_ids_metrics[0] | ||
for i in range(1, len(time_series.agg_snort_ids_metrics)): | ||
aggregate_snort_metrics.add(time_series.agg_snort_ids_metrics[i]) | ||
data["snort_metrics"].append(aggregate_snort_metrics.to_dict()) | ||
data["attacker_ips"].append(ip) | ||
data["attacker_cmds"].append(cmd) | ||
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# Save trace to json file | ||
json_str = json.dumps(data, indent=4, sort_keys=True, cls=NpEncoder) | ||
with io.open("/home/kim/trace.json", 'w', encoding='utf-8') as f: | ||
f.write(json_str) |