From 3f7d6c6ba6f71196bb5836aaedff30b743dd8253 Mon Sep 17 00:00:00 2001
From: Defence Science and Technology Laboratory UK <oss@dstl.gov.uk>
Date: Sat, 20 Jul 2024 18:36:58 +0000
Subject: [PATCH] Automated benchmark output commit for version 3.1.0 [skip ci]

---
 ...nd Bugfix Releases for Major Version 3.png |  Bin 0 -> 128510 bytes
 ...nd Bugfix Releases for Major Version 3.png |  Bin 0 -> 68780 bytes
 .../PrimAITE v3.1.0 Benchmark Report.md       |   38 +
 .../PrimAITE v3.1.0 Learning Benchmark.png    |  Bin 0 -> 311097 bytes
 .../results/v3/v3.1.0/session_metadata/1.json | 1009 +++
 .../results/v3/v3.1.0/session_metadata/2.json | 1009 +++
 .../results/v3/v3.1.0/session_metadata/3.json | 1009 +++
 .../results/v3/v3.1.0/session_metadata/4.json | 1009 +++
 .../results/v3/v3.1.0/session_metadata/5.json | 1009 +++
 .../v3/v3.1.0/v3.1.0_benchmark_metadata.json  | 7444 +++++++++++++++++
 10 files changed, 12527 insertions(+)
 create mode 100644 benchmark/results/v3/v3.1.0/PrimAITE Learning Benchmark of Minor and Bugfix Releases for Major Version 3.png
 create mode 100644 benchmark/results/v3/v3.1.0/PrimAITE Performance of Minor and Bugfix Releases for Major Version 3.png
 create mode 100644 benchmark/results/v3/v3.1.0/PrimAITE v3.1.0 Benchmark Report.md
 create mode 100644 benchmark/results/v3/v3.1.0/PrimAITE v3.1.0 Learning Benchmark.png
 create mode 100644 benchmark/results/v3/v3.1.0/session_metadata/1.json
 create mode 100644 benchmark/results/v3/v3.1.0/session_metadata/2.json
 create mode 100644 benchmark/results/v3/v3.1.0/session_metadata/3.json
 create mode 100644 benchmark/results/v3/v3.1.0/session_metadata/4.json
 create mode 100644 benchmark/results/v3/v3.1.0/session_metadata/5.json
 create mode 100644 benchmark/results/v3/v3.1.0/v3.1.0_benchmark_metadata.json

diff --git a/benchmark/results/v3/v3.1.0/PrimAITE Learning Benchmark of Minor and Bugfix Releases for Major Version 3.png b/benchmark/results/v3/v3.1.0/PrimAITE Learning Benchmark of Minor and Bugfix Releases for Major Version 3.png
new file mode 100644
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diff --git a/benchmark/results/v3/v3.1.0/PrimAITE v3.1.0 Benchmark Report.md b/benchmark/results/v3/v3.1.0/PrimAITE v3.1.0 Benchmark Report.md
new file mode 100644
index 00000000..e767ed76
--- /dev/null
+++ b/benchmark/results/v3/v3.1.0/PrimAITE v3.1.0 Benchmark Report.md	
@@ -0,0 +1,38 @@
+# PrimAITE v3.1.0 Learning Benchmark
+## PrimAITE Dev Team
+### 2024-07-20
+
+---
+## 1 Introduction
+PrimAITE v3.1.0 was benchmarked automatically upon release. Learning rate metrics were captured to be referenced during system-level testing and user acceptance testing (UAT).
+The benchmarking process consists of running 5 training session using the same config file. Each session trains an agent for 1000 episodes, with each episode consisting of 128 steps.
+The total reward per episode from each session is captured. This is then used to calculate an caverage total reward per episode from the 5 individual sessions for smoothing. Finally, a 25-widow rolling average of the average total reward per session is calculated for further smoothing.
+## 2 System Information
+### 2.1 Python
+**Version:** 3.10.14 (main, Apr  6 2024, 18:45:05) [GCC 9.4.0]
+### 2.2 System
+- **OS:** Linux
+- **OS Version:** #76~20.04.1-Ubuntu SMP Thu Jun 13 18:00:23 UTC 2024
+- **Machine:** x86_64
+- **Processor:** x86_64
+### 2.3 CPU
+- **Physical Cores:** 2
+- **Total Cores:** 4
+- **Max Frequency:** 0.00Mhz
+### 2.4 Memory
+- **Total:** 15.62GB
+- **Swap Total:** 0.00B
+## 3 Stats
+- **Total Sessions:** 5
+- **Total Episodes:** 5005
+- **Total Steps:** 640000
+- **Av Session Duration (s):** 1632.8888
+- **Av Step Duration (s):** 0.0510
+- **Av Duration per 100 Steps per 10 Nodes (s):** 5.1028
+## 4 Graphs
+### 4.1 v3.1.0 Learning Benchmark Plot
+![PrimAITE 3.1.0 Learning Benchmark Plot](PrimAITE v3.1.0 Learning Benchmark.png)
+### 4.2 Learning Benchmark of Minor and Bugfix Releases for Major Version 3
+![Learning Benchmark of Minor and Bugfix Releases for Major Version 3](PrimAITE Learning Benchmark of Minor and Bugfix Releases for Major Version 3.png)
+### 4.3 Performance of Minor and Bugfix Releases for Major Version 3
+![Performance of Minor and Bugfix Releases for Major Version 3](PrimAITE Performance of Minor and Bugfix Releases for Major Version 3.png)
diff --git a/benchmark/results/v3/v3.1.0/PrimAITE v3.1.0 Learning Benchmark.png b/benchmark/results/v3/v3.1.0/PrimAITE v3.1.0 Learning Benchmark.png
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diff --git a/benchmark/results/v3/v3.1.0/session_metadata/1.json b/benchmark/results/v3/v3.1.0/session_metadata/1.json
new file mode 100644
index 00000000..0989c376
--- /dev/null
+++ b/benchmark/results/v3/v3.1.0/session_metadata/1.json
@@ -0,0 +1,1009 @@
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diff --git a/benchmark/results/v3/v3.1.0/session_metadata/2.json b/benchmark/results/v3/v3.1.0/session_metadata/2.json
new file mode 100644
index 00000000..5c0b195e
--- /dev/null
+++ b/benchmark/results/v3/v3.1.0/session_metadata/2.json
@@ -0,0 +1,1009 @@
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diff --git a/benchmark/results/v3/v3.1.0/session_metadata/3.json b/benchmark/results/v3/v3.1.0/session_metadata/3.json
new file mode 100644
index 00000000..4533d3dd
--- /dev/null
+++ b/benchmark/results/v3/v3.1.0/session_metadata/3.json
@@ -0,0 +1,1009 @@
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\ No newline at end of file
diff --git a/benchmark/results/v3/v3.1.0/session_metadata/4.json b/benchmark/results/v3/v3.1.0/session_metadata/4.json
new file mode 100644
index 00000000..73288114
--- /dev/null
+++ b/benchmark/results/v3/v3.1.0/session_metadata/4.json
@@ -0,0 +1,1009 @@
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diff --git a/benchmark/results/v3/v3.1.0/session_metadata/5.json b/benchmark/results/v3/v3.1.0/session_metadata/5.json
new file mode 100644
index 00000000..58428719
--- /dev/null
+++ b/benchmark/results/v3/v3.1.0/session_metadata/5.json
@@ -0,0 +1,1009 @@
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diff --git a/benchmark/results/v3/v3.1.0/v3.1.0_benchmark_metadata.json b/benchmark/results/v3/v3.1.0/v3.1.0_benchmark_metadata.json
new file mode 100644
index 00000000..a3418c6a
--- /dev/null
+++ b/benchmark/results/v3/v3.1.0/v3.1.0_benchmark_metadata.json
@@ -0,0 +1,7444 @@
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+                                "applications": [
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+                                        "application_name": "WebBrowser"
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+                                    {
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+                                "application_id": 1
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+                            "weight": 0.25,
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+                                "node_hostname": "client_1"
+                            }
+                        }
+                    ]
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+                                "node_name": "client_1",
+                                "applications": [
+                                    {
+                                        "application_name": "DataManipulationBot"
+                                    }
+                                ]
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+                            {
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+                                        "application_name": "DataManipulationBot"
+                                    }
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+                }
+            },
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+                "type": "ProxyAgent",
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+                    "type": "CUSTOM",
+                    "options": {
+                        "components": [
+                            {
+                                "type": "NODES",
+                                "label": "NODES",
+                                "options": {
+                                    "hosts": [
+                                        {
+                                            "hostname": "domain_controller"
+                                        },
+                                        {
+                                            "hostname": "web_server",
+                                            "services": [
+                                                {
+                                                    "service_name": "WebServer"
+                                                }
+                                            ]
+                                        },
+                                        {
+                                            "hostname": "database_server",
+                                            "folders": [
+                                                {
+                                                    "folder_name": "database",
+                                                    "files": [
+                                                        {
+                                                            "file_name": "database.db"
+                                                        }
+                                                    ]
+                                                }
+                                            ]
+                                        },
+                                        {
+                                            "hostname": "backup_server"
+                                        },
+                                        {
+                                            "hostname": "security_suite"
+                                        },
+                                        {
+                                            "hostname": "client_1"
+                                        },
+                                        {
+                                            "hostname": "client_2"
+                                        }
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+                                    "num_applications": 0,
+                                    "num_folders": 1,
+                                    "num_files": 1,
+                                    "num_nics": 2,
+                                    "include_num_access": false,
+                                    "include_nmne": true,
+                                    "monitored_traffic": {
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+                                        "tcp": [
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+                                    "routers": [
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+                                    "ip_list": [
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+                                        "192.168.1.14",
+                                        "192.168.1.16",
+                                        "192.168.1.110",
+                                        "192.168.10.21",
+                                        "192.168.10.22",
+                                        "192.168.10.110"
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+                                    "wildcard_list": [
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+                                    "port_list": [
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+                                    "protocol_list": [
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+                                        "UDP"
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+                                    "num_rules": 10
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+                            },
+                            {
+                                "type": "LINKS",
+                                "label": "LINKS",
+                                "options": {
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+                                        "router_1:eth-2<->switch_2:eth-8",
+                                        "switch_1:eth-1<->domain_controller:eth-1",
+                                        "switch_1:eth-2<->web_server:eth-1",
+                                        "switch_1:eth-3<->database_server:eth-1",
+                                        "switch_1:eth-4<->backup_server:eth-1",
+                                        "switch_1:eth-7<->security_suite:eth-1",
+                                        "switch_2:eth-1<->client_1:eth-1",
+                                        "switch_2:eth-2<->client_2:eth-1",
+                                        "switch_2:eth-7<->security_suite:eth-2"
+                                    ]
+                                }
+                            },
+                            {
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+                        {
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+                        {
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+                        {
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+                        {
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+                        {
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+                        {
+                            "type": "NODE_STARTUP"
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+                        {
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+                        {
+                            "type": "ROUTER_ACL_ADDRULE"
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+                        {
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+                        {
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+                            }
+                        },
+                        "9": {
+                            "action": "NODE_FILE_SCAN",
+                            "options": {
+                                "node_id": 2,
+                                "folder_id": 0,
+                                "file_id": 0
+                            }
+                        },
+                        "10": {
+                            "action": "NODE_FILE_CHECKHASH",
+                            "options": {
+                                "node_id": 2,
+                                "folder_id": 0,
+                                "file_id": 0
+                            }
+                        },
+                        "11": {
+                            "action": "NODE_FILE_DELETE",
+                            "options": {
+                                "node_id": 2,
+                                "folder_id": 0,
+                                "file_id": 0
+                            }
+                        },
+                        "12": {
+                            "action": "NODE_FILE_REPAIR",
+                            "options": {
+                                "node_id": 2,
+                                "folder_id": 0,
+                                "file_id": 0
+                            }
+                        },
+                        "13": {
+                            "action": "NODE_SERVICE_FIX",
+                            "options": {
+                                "node_id": 2,
+                                "service_id": 0
+                            }
+                        },
+                        "14": {
+                            "action": "NODE_FOLDER_SCAN",
+                            "options": {
+                                "node_id": 2,
+                                "folder_id": 0
+                            }
+                        },
+                        "15": {
+                            "action": "NODE_FOLDER_CHECKHASH",
+                            "options": {
+                                "node_id": 2,
+                                "folder_id": 0
+                            }
+                        },
+                        "16": {
+                            "action": "NODE_FOLDER_REPAIR",
+                            "options": {
+                                "node_id": 2,
+                                "folder_id": 0
+                            }
+                        },
+                        "17": {
+                            "action": "NODE_FOLDER_RESTORE",
+                            "options": {
+                                "node_id": 2,
+                                "folder_id": 0
+                            }
+                        },
+                        "18": {
+                            "action": "NODE_OS_SCAN",
+                            "options": {
+                                "node_id": 0
+                            }
+                        },
+                        "19": {
+                            "action": "NODE_SHUTDOWN",
+                            "options": {
+                                "node_id": 0
+                            }
+                        },
+                        "20": {
+                            "action": "NODE_STARTUP",
+                            "options": {
+                                "node_id": 0
+                            }
+                        },
+                        "21": {
+                            "action": "NODE_RESET",
+                            "options": {
+                                "node_id": 0
+                            }
+                        },
+                        "22": {
+                            "action": "NODE_OS_SCAN",
+                            "options": {
+                                "node_id": 1
+                            }
+                        },
+                        "23": {
+                            "action": "NODE_SHUTDOWN",
+                            "options": {
+                                "node_id": 1
+                            }
+                        },
+                        "24": {
+                            "action": "NODE_STARTUP",
+                            "options": {
+                                "node_id": 1
+                            }
+                        },
+                        "25": {
+                            "action": "NODE_RESET",
+                            "options": {
+                                "node_id": 1
+                            }
+                        },
+                        "26": {
+                            "action": "NODE_OS_SCAN",
+                            "options": {
+                                "node_id": 2
+                            }
+                        },
+                        "27": {
+                            "action": "NODE_SHUTDOWN",
+                            "options": {
+                                "node_id": 2
+                            }
+                        },
+                        "28": {
+                            "action": "NODE_STARTUP",
+                            "options": {
+                                "node_id": 2
+                            }
+                        },
+                        "29": {
+                            "action": "NODE_RESET",
+                            "options": {
+                                "node_id": 2
+                            }
+                        },
+                        "30": {
+                            "action": "NODE_OS_SCAN",
+                            "options": {
+                                "node_id": 3
+                            }
+                        },
+                        "31": {
+                            "action": "NODE_SHUTDOWN",
+                            "options": {
+                                "node_id": 3
+                            }
+                        },
+                        "32": {
+                            "action": "NODE_STARTUP",
+                            "options": {
+                                "node_id": 3
+                            }
+                        },
+                        "33": {
+                            "action": "NODE_RESET",
+                            "options": {
+                                "node_id": 3
+                            }
+                        },
+                        "34": {
+                            "action": "NODE_OS_SCAN",
+                            "options": {
+                                "node_id": 4
+                            }
+                        },
+                        "35": {
+                            "action": "NODE_SHUTDOWN",
+                            "options": {
+                                "node_id": 4
+                            }
+                        },
+                        "36": {
+                            "action": "NODE_STARTUP",
+                            "options": {
+                                "node_id": 4
+                            }
+                        },
+                        "37": {
+                            "action": "NODE_RESET",
+                            "options": {
+                                "node_id": 4
+                            }
+                        },
+                        "38": {
+                            "action": "NODE_OS_SCAN",
+                            "options": {
+                                "node_id": 5
+                            }
+                        },
+                        "39": {
+                            "action": "NODE_SHUTDOWN",
+                            "options": {
+                                "node_id": 5
+                            }
+                        },
+                        "40": {
+                            "action": "NODE_STARTUP",
+                            "options": {
+                                "node_id": 5
+                            }
+                        },
+                        "41": {
+                            "action": "NODE_RESET",
+                            "options": {
+                                "node_id": 5
+                            }
+                        },
+                        "42": {
+                            "action": "NODE_OS_SCAN",
+                            "options": {
+                                "node_id": 6
+                            }
+                        },
+                        "43": {
+                            "action": "NODE_SHUTDOWN",
+                            "options": {
+                                "node_id": 6
+                            }
+                        },
+                        "44": {
+                            "action": "NODE_STARTUP",
+                            "options": {
+                                "node_id": 6
+                            }
+                        },
+                        "45": {
+                            "action": "NODE_RESET",
+                            "options": {
+                                "node_id": 6
+                            }
+                        },
+                        "46": {
+                            "action": "ROUTER_ACL_ADDRULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 1,
+                                "permission": 2,
+                                "source_ip_id": 7,
+                                "dest_ip_id": 1,
+                                "source_port_id": 1,
+                                "dest_port_id": 1,
+                                "protocol_id": 1,
+                                "source_wildcard_id": 0,
+                                "dest_wildcard_id": 0
+                            }
+                        },
+                        "47": {
+                            "action": "ROUTER_ACL_ADDRULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 2,
+                                "permission": 2,
+                                "source_ip_id": 8,
+                                "dest_ip_id": 1,
+                                "source_port_id": 1,
+                                "dest_port_id": 1,
+                                "protocol_id": 1,
+                                "source_wildcard_id": 0,
+                                "dest_wildcard_id": 0
+                            }
+                        },
+                        "48": {
+                            "action": "ROUTER_ACL_ADDRULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 3,
+                                "permission": 2,
+                                "source_ip_id": 7,
+                                "dest_ip_id": 3,
+                                "source_port_id": 1,
+                                "dest_port_id": 1,
+                                "protocol_id": 3,
+                                "source_wildcard_id": 0,
+                                "dest_wildcard_id": 0
+                            }
+                        },
+                        "49": {
+                            "action": "ROUTER_ACL_ADDRULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 4,
+                                "permission": 2,
+                                "source_ip_id": 8,
+                                "dest_ip_id": 3,
+                                "source_port_id": 1,
+                                "dest_port_id": 1,
+                                "protocol_id": 3,
+                                "source_wildcard_id": 0,
+                                "dest_wildcard_id": 0
+                            }
+                        },
+                        "50": {
+                            "action": "ROUTER_ACL_ADDRULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 5,
+                                "permission": 2,
+                                "source_ip_id": 7,
+                                "dest_ip_id": 4,
+                                "source_port_id": 1,
+                                "dest_port_id": 1,
+                                "protocol_id": 3,
+                                "source_wildcard_id": 0,
+                                "dest_wildcard_id": 0
+                            }
+                        },
+                        "51": {
+                            "action": "ROUTER_ACL_ADDRULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 6,
+                                "permission": 2,
+                                "source_ip_id": 8,
+                                "dest_ip_id": 4,
+                                "source_port_id": 1,
+                                "dest_port_id": 1,
+                                "protocol_id": 3,
+                                "source_wildcard_id": 0,
+                                "dest_wildcard_id": 0
+                            }
+                        },
+                        "52": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 0
+                            }
+                        },
+                        "53": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 1
+                            }
+                        },
+                        "54": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 2
+                            }
+                        },
+                        "55": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 3
+                            }
+                        },
+                        "56": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 4
+                            }
+                        },
+                        "57": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 5
+                            }
+                        },
+                        "58": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 6
+                            }
+                        },
+                        "59": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 7
+                            }
+                        },
+                        "60": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 8
+                            }
+                        },
+                        "61": {
+                            "action": "ROUTER_ACL_REMOVERULE",
+                            "options": {
+                                "target_router": "router_1",
+                                "position": 9
+                            }
+                        },
+                        "62": {
+                            "action": "HOST_NIC_DISABLE",
+                            "options": {
+                                "node_id": 0,
+                                "nic_id": 0
+                            }
+                        },
+                        "63": {
+                            "action": "HOST_NIC_ENABLE",
+                            "options": {
+                                "node_id": 0,
+                                "nic_id": 0
+                            }
+                        },
+                        "64": {
+                            "action": "HOST_NIC_DISABLE",
+                            "options": {
+                                "node_id": 1,
+                                "nic_id": 0
+                            }
+                        },
+                        "65": {
+                            "action": "HOST_NIC_ENABLE",
+                            "options": {
+                                "node_id": 1,
+                                "nic_id": 0
+                            }
+                        },
+                        "66": {
+                            "action": "HOST_NIC_DISABLE",
+                            "options": {
+                                "node_id": 2,
+                                "nic_id": 0
+                            }
+                        },
+                        "67": {
+                            "action": "HOST_NIC_ENABLE",
+                            "options": {
+                                "node_id": 2,
+                                "nic_id": 0
+                            }
+                        },
+                        "68": {
+                            "action": "HOST_NIC_DISABLE",
+                            "options": {
+                                "node_id": 3,
+                                "nic_id": 0
+                            }
+                        },
+                        "69": {
+                            "action": "HOST_NIC_ENABLE",
+                            "options": {
+                                "node_id": 3,
+                                "nic_id": 0
+                            }
+                        },
+                        "70": {
+                            "action": "HOST_NIC_DISABLE",
+                            "options": {
+                                "node_id": 4,
+                                "nic_id": 0
+                            }
+                        },
+                        "71": {
+                            "action": "HOST_NIC_ENABLE",
+                            "options": {
+                                "node_id": 4,
+                                "nic_id": 0
+                            }
+                        },
+                        "72": {
+                            "action": "HOST_NIC_DISABLE",
+                            "options": {
+                                "node_id": 4,
+                                "nic_id": 1
+                            }
+                        },
+                        "73": {
+                            "action": "HOST_NIC_ENABLE",
+                            "options": {
+                                "node_id": 4,
+                                "nic_id": 1
+                            }
+                        },
+                        "74": {
+                            "action": "HOST_NIC_DISABLE",
+                            "options": {
+                                "node_id": 5,
+                                "nic_id": 0
+                            }
+                        },
+                        "75": {
+                            "action": "HOST_NIC_ENABLE",
+                            "options": {
+                                "node_id": 5,
+                                "nic_id": 0
+                            }
+                        },
+                        "76": {
+                            "action": "HOST_NIC_DISABLE",
+                            "options": {
+                                "node_id": 6,
+                                "nic_id": 0
+                            }
+                        },
+                        "77": {
+                            "action": "HOST_NIC_ENABLE",
+                            "options": {
+                                "node_id": 6,
+                                "nic_id": 0
+                            }
+                        }
+                    },
+                    "options": {
+                        "nodes": [
+                            {
+                                "node_name": "domain_controller"
+                            },
+                            {
+                                "node_name": "web_server",
+                                "applications": [
+                                    {
+                                        "application_name": "DatabaseClient"
+                                    }
+                                ],
+                                "services": [
+                                    {
+                                        "service_name": "WebServer"
+                                    }
+                                ]
+                            },
+                            {
+                                "node_name": "database_server",
+                                "folders": [
+                                    {
+                                        "folder_name": "database",
+                                        "files": [
+                                            {
+                                                "file_name": "database.db"
+                                            }
+                                        ]
+                                    }
+                                ],
+                                "services": [
+                                    {
+                                        "service_name": "DatabaseService"
+                                    }
+                                ]
+                            },
+                            {
+                                "node_name": "backup_server"
+                            },
+                            {
+                                "node_name": "security_suite"
+                            },
+                            {
+                                "node_name": "client_1"
+                            },
+                            {
+                                "node_name": "client_2"
+                            }
+                        ],
+                        "max_folders_per_node": 2,
+                        "max_files_per_folder": 2,
+                        "max_services_per_node": 2,
+                        "max_nics_per_node": 8,
+                        "max_acl_rules": 10,
+                        "ip_list": [
+                            "192.168.1.10",
+                            "192.168.1.12",
+                            "192.168.1.14",
+                            "192.168.1.16",
+                            "192.168.1.110",
+                            "192.168.10.21",
+                            "192.168.10.22",
+                            "192.168.10.110"
+                        ]
+                    }
+                },
+                "reward_function": {
+                    "reward_components": [
+                        {
+                            "type": "DATABASE_FILE_INTEGRITY",
+                            "weight": 0.4,
+                            "options": {
+                                "node_hostname": "database_server",
+                                "folder_name": "database",
+                                "file_name": "database.db"
+                            }
+                        },
+                        {
+                            "type": "SHARED_REWARD",
+                            "weight": 1.0,
+                            "options": {
+                                "agent_name": "client_1_green_user"
+                            }
+                        },
+                        {
+                            "type": "SHARED_REWARD",
+                            "weight": 1.0,
+                            "options": {
+                                "agent_name": "client_2_green_user"
+                            }
+                        }
+                    ]
+                },
+                "agent_settings": {
+                    "flatten_obs": true
+                }
+            }
+        ],
+        "simulation": {
+            "network": {
+                "nmne_config": {
+                    "capture_nmne": true,
+                    "nmne_capture_keywords": [
+                        "DELETE"
+                    ]
+                },
+                "nodes": [
+                    {
+                        "hostname": "router_1",
+                        "type": "router",
+                        "num_ports": 5,
+                        "ports": {
+                            "1": {
+                                "ip_address": "192.168.1.1",
+                                "subnet_mask": "255.255.255.0"
+                            },
+                            "2": {
+                                "ip_address": "192.168.10.1",
+                                "subnet_mask": "255.255.255.0"
+                            }
+                        },
+                        "acl": {
+                            "18": {
+                                "action": "PERMIT",
+                                "src_port": "POSTGRES_SERVER",
+                                "dst_port": "POSTGRES_SERVER"
+                            },
+                            "19": {
+                                "action": "PERMIT",
+                                "src_port": "DNS",
+                                "dst_port": "DNS"
+                            },
+                            "20": {
+                                "action": "PERMIT",
+                                "src_port": "FTP",
+                                "dst_port": "FTP"
+                            },
+                            "21": {
+                                "action": "PERMIT",
+                                "src_port": "HTTP",
+                                "dst_port": "HTTP"
+                            },
+                            "22": {
+                                "action": "PERMIT",
+                                "src_port": "ARP",
+                                "dst_port": "ARP"
+                            },
+                            "23": {
+                                "action": "PERMIT",
+                                "protocol": "ICMP"
+                            }
+                        }
+                    },
+                    {
+                        "hostname": "switch_1",
+                        "type": "switch",
+                        "num_ports": 8
+                    },
+                    {
+                        "hostname": "switch_2",
+                        "type": "switch",
+                        "num_ports": 8
+                    },
+                    {
+                        "hostname": "domain_controller",
+                        "type": "server",
+                        "ip_address": "192.168.1.10",
+                        "subnet_mask": "255.255.255.0",
+                        "default_gateway": "192.168.1.1",
+                        "services": [
+                            {
+                                "type": "DNSServer",
+                                "options": {
+                                    "domain_mapping": {
+                                        "arcd.com": "192.168.1.12"
+                                    }
+                                }
+                            }
+                        ]
+                    },
+                    {
+                        "hostname": "web_server",
+                        "type": "server",
+                        "ip_address": "192.168.1.12",
+                        "subnet_mask": "255.255.255.0",
+                        "default_gateway": "192.168.1.1",
+                        "dns_server": "192.168.1.10",
+                        "services": [
+                            {
+                                "type": "WebServer"
+                            }
+                        ],
+                        "applications": [
+                            {
+                                "type": "DatabaseClient",
+                                "options": {
+                                    "db_server_ip": "192.168.1.14"
+                                }
+                            }
+                        ]
+                    },
+                    {
+                        "hostname": "database_server",
+                        "type": "server",
+                        "ip_address": "192.168.1.14",
+                        "subnet_mask": "255.255.255.0",
+                        "default_gateway": "192.168.1.1",
+                        "dns_server": "192.168.1.10",
+                        "services": [
+                            {
+                                "type": "DatabaseService",
+                                "options": {
+                                    "backup_server_ip": "192.168.1.16"
+                                }
+                            },
+                            {
+                                "type": "FTPClient"
+                            }
+                        ]
+                    },
+                    {
+                        "hostname": "backup_server",
+                        "type": "server",
+                        "ip_address": "192.168.1.16",
+                        "subnet_mask": "255.255.255.0",
+                        "default_gateway": "192.168.1.1",
+                        "dns_server": "192.168.1.10",
+                        "services": [
+                            {
+                                "type": "FTPServer"
+                            }
+                        ]
+                    },
+                    {
+                        "hostname": "security_suite",
+                        "type": "server",
+                        "ip_address": "192.168.1.110",
+                        "subnet_mask": "255.255.255.0",
+                        "default_gateway": "192.168.1.1",
+                        "dns_server": "192.168.1.10",
+                        "network_interfaces": {
+                            "2": {
+                                "ip_address": "192.168.10.110",
+                                "subnet_mask": "255.255.255.0"
+                            }
+                        }
+                    },
+                    {
+                        "hostname": "client_1",
+                        "type": "computer",
+                        "ip_address": "192.168.10.21",
+                        "subnet_mask": "255.255.255.0",
+                        "default_gateway": "192.168.10.1",
+                        "dns_server": "192.168.1.10",
+                        "applications": [
+                            {
+                                "type": "DataManipulationBot",
+                                "options": {
+                                    "port_scan_p_of_success": 0.8,
+                                    "data_manipulation_p_of_success": 0.8,
+                                    "payload": "DELETE",
+                                    "server_ip": "192.168.1.14"
+                                }
+                            },
+                            {
+                                "type": "WebBrowser",
+                                "options": {
+                                    "target_url": "http://arcd.com/users/"
+                                }
+                            },
+                            {
+                                "type": "DatabaseClient",
+                                "options": {
+                                    "db_server_ip": "192.168.1.14"
+                                }
+                            }
+                        ],
+                        "services": [
+                            {
+                                "type": "DNSClient"
+                            }
+                        ]
+                    },
+                    {
+                        "hostname": "client_2",
+                        "type": "computer",
+                        "ip_address": "192.168.10.22",
+                        "subnet_mask": "255.255.255.0",
+                        "default_gateway": "192.168.10.1",
+                        "dns_server": "192.168.1.10",
+                        "applications": [
+                            {
+                                "type": "WebBrowser",
+                                "options": {
+                                    "target_url": "http://arcd.com/users/"
+                                }
+                            },
+                            {
+                                "type": "DataManipulationBot",
+                                "options": {
+                                    "port_scan_p_of_success": 0.8,
+                                    "data_manipulation_p_of_success": 0.8,
+                                    "payload": "DELETE",
+                                    "server_ip": "192.168.1.14"
+                                }
+                            },
+                            {
+                                "type": "DatabaseClient",
+                                "options": {
+                                    "db_server_ip": "192.168.1.14"
+                                }
+                            }
+                        ],
+                        "services": [
+                            {
+                                "type": "DNSClient"
+                            }
+                        ]
+                    }
+                ],
+                "links": [
+                    {
+                        "endpoint_a_hostname": "router_1",
+                        "endpoint_a_port": 1,
+                        "endpoint_b_hostname": "switch_1",
+                        "endpoint_b_port": 8
+                    },
+                    {
+                        "endpoint_a_hostname": "router_1",
+                        "endpoint_a_port": 2,
+                        "endpoint_b_hostname": "switch_2",
+                        "endpoint_b_port": 8
+                    },
+                    {
+                        "endpoint_a_hostname": "switch_1",
+                        "endpoint_a_port": 1,
+                        "endpoint_b_hostname": "domain_controller",
+                        "endpoint_b_port": 1
+                    },
+                    {
+                        "endpoint_a_hostname": "switch_1",
+                        "endpoint_a_port": 2,
+                        "endpoint_b_hostname": "web_server",
+                        "endpoint_b_port": 1
+                    },
+                    {
+                        "endpoint_a_hostname": "switch_1",
+                        "endpoint_a_port": 3,
+                        "endpoint_b_hostname": "database_server",
+                        "endpoint_b_port": 1
+                    },
+                    {
+                        "endpoint_a_hostname": "switch_1",
+                        "endpoint_a_port": 4,
+                        "endpoint_b_hostname": "backup_server",
+                        "endpoint_b_port": 1
+                    },
+                    {
+                        "endpoint_a_hostname": "switch_1",
+                        "endpoint_a_port": 7,
+                        "endpoint_b_hostname": "security_suite",
+                        "endpoint_b_port": 1
+                    },
+                    {
+                        "endpoint_a_hostname": "switch_2",
+                        "endpoint_a_port": 1,
+                        "endpoint_b_hostname": "client_1",
+                        "endpoint_b_port": 1
+                    },
+                    {
+                        "endpoint_a_hostname": "switch_2",
+                        "endpoint_a_port": 2,
+                        "endpoint_b_hostname": "client_2",
+                        "endpoint_b_port": 1
+                    },
+                    {
+                        "endpoint_a_hostname": "switch_2",
+                        "endpoint_a_port": 7,
+                        "endpoint_b_hostname": "security_suite",
+                        "endpoint_b_port": 2
+                    }
+                ]
+            }
+        }
+    }
+}
\ No newline at end of file