{"page":1,"pageSize":1,"total":52,"totalPages":52,"versions":[{"changelog":"","comfy_node_extract_status":"pending","createdAt":"2026-09-13T12:13:57.591372Z","dependencies":["pillow\u003e=10.3.0","color-matcher","matplotlib"],"deprecated":false,"downloadUrl":"https://cdn.comfy.org/kijai/comfyui-kjnodes/1.5.2/node.zip","id":"61c9722d-c060-4c44-a643-75a258dc40a9","node_id":"comfyui-kjnodes","status":"NodeVersionStatusFlagged","status_reason":"[\n    {\n        \"admin_tags\": [\n            \"any-code-execute\",\n            \"obfuscated-code\"\n        ],\n        \"code_snippet\": \"4538 |     @classmethod\\n4539 |     def __init__(cls):\\n4540 |         try:\\n4541 |             cls.vhs_nodes = importlib.import_module(\\\"ComfyUI-VideoHelperSuite.videohelpersuite\\\")\\n4542 |         except ImportError:\\n4543 |             try:\\n4544 |                 cls.vhs_nodes = importlib.import_module(\\\"comfyui-videohelpersuite.videohelpersuite\\\")\",\n        \"description\": \"Detects bytecode manipulation and import evasion techniques\",\n        \"file_path\": \"nodes/image_nodes.py\",\n        \"issue_type\": \"python_bytecode_manipulation\",\n        \"line_number\": 4541,\n        \"line_snippet\": \"cls.vhs_nodes = importlib.import_module(\\\"ComfyUI-VideoHelperSuite.videohelpersuite\\\")\",\n        \"metadata\": {\n            \"confidence\": 95,\n            \"matched_patterns\": [\n                \"$importlib_direct\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"nodes/image_nodes.py\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$importlib_direct\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"            cls.vhs_nodes = importlib.import_module(\\\"ComfyUI-VideoHelperSuite.videohelpersuite\\\")\\n\",\n                                    \"line_number\": 4541,\n                                    \"matched_data\": \"importlib.import_module(\\\"ComfyUI-VideoHelperSuite.videohelpersuite\\\")\",\n                                    \"matched_length\": 68,\n                                    \"offset\": 34\n                                },\n                                {\n                                    \"line\": \"                cls.vhs_nodes = importlib.import_module(\\\"comfyui-videohelpersuite.videohelpersuite\\\")\\n\",\n                                    \"line_number\": 4544,\n                                    \"matched_data\": \"importlib.import_module(\\\"comfyui-videohelpersuite.videohelpersuite\\\")\",\n                                    \"matched_length\": 68,\n                                    \"offset\": 38\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1027 Obfuscated Files or Information\",\n                \"attack_id2\": \"T1055.001 Dynamic-link Library Injection\",\n                \"category\": \"Defense Evasion\",\n                \"confidence_note\": \"All patterns in this rule have high confidence (90-100%) as they target specific bytecode/import manipulation APIs.\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects bytecode manipulation and import evasion techniques\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1027/\",\n                \"severity\": \"3\",\n                \"version\": \"1.1\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"any-code-execute\",\n            \"obfuscated-code\"\n        ],\n        \"code_snippet\": \"1714 | \\n1715 | def _resolve_qattn(arch):\\n1716 |     try:\\n1717 |         core = importlib.import_module(\\\"sageattention.core\\\")\\n1718 |     except Exception:\\n1719 |         return None\\n1720 |     candidates = [getattr(core, f\\\"_qattn_{arch}\\\", None), getattr(core, f\\\"{arch}_compile\\\", None)]\",\n        \"description\": \"Detects bytecode manipulation and import evasion techniques\",\n        \"file_path\": \"nodes/ltxv_nodes.py\",\n        \"issue_type\": \"python_bytecode_manipulation\",\n        \"line_number\": 1717,\n        \"line_snippet\": \"core = importlib.import_module(\\\"sageattention.core\\\")\",\n        \"metadata\": {\n            \"confidence\": 95,\n            \"matched_patterns\": [\n                \"$importlib_direct\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"nodes/ltxv_nodes.py\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$importlib_direct\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"        core = importlib.import_module(\\\"sageattention.core\\\")\\n\",\n                                    \"line_number\": 1717,\n                                    \"matched_data\": \"importlib.import_module(\\\"sageattention.core\\\")\",\n                                    \"matched_length\": 45,\n                                    \"offset\": 15\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1027 Obfuscated Files or Information\",\n                \"attack_id2\": \"T1055.001 Dynamic-link Library Injection\",\n                \"category\": \"Defense Evasion\",\n                \"confidence_note\": \"All patterns in this rule have high confidence (90-100%) as they target specific bytecode/import manipulation APIs.\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects bytecode manipulation and import evasion techniques\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1027/\",\n                \"severity\": \"3\",\n                \"version\": \"1.1\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"any-code-execute\",\n            \"obfuscated-code\"\n        ],\n        \"code_snippet\": \"2074 |     def load_weights(self, list_of_floats: list[float],\\n2075 |                      uncond_multiplier: float=1.0, cn_extras: dict[str]={}):\\n2076 |         \\n2077 |         adv_control = importlib.import_module(\\\"ComfyUI-Advanced-ControlNet.adv_control\\\")\\n2078 |         ControlWeights = adv_control.utils.ControlWeights\\n2079 |         TimestepKeyframeGroup = adv_control.utils.TimestepKeyframeGroup\\n2080 |         TimestepKeyframe = adv_control.utils.TimestepKeyframe\",\n        \"description\": \"Detects bytecode manipulation and import evasion techniques\",\n        \"file_path\": \"nodes/nodes.py\",\n        \"issue_type\": \"python_bytecode_manipulation\",\n        \"line_number\": 2077,\n        \"line_snippet\": \"adv_control = importlib.import_module(\\\"ComfyUI-Advanced-ControlNet.adv_control\\\")\",\n        \"metadata\": {\n            \"confidence\": 95,\n            \"matched_patterns\": [\n                \"$importlib_direct\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"nodes/nodes.py\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$importlib_direct\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"        adv_control = importlib.import_module(\\\"ComfyUI-Advanced-ControlNet.adv_control\\\")\\n\",\n                                    \"line_number\": 2077,\n                                    \"matched_data\": \"importlib.import_module(\\\"ComfyUI-Advanced-ControlNet.adv_control\\\")\",\n                                    \"matched_length\": 66,\n                                    \"offset\": 22\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1027 Obfuscated Files or Information\",\n                \"attack_id2\": \"T1055.001 Dynamic-link Library Injection\",\n                \"category\": \"Defense Evasion\",\n                \"confidence_note\": \"All patterns in this rule have high confidence (90-100%) as they target specific bytecode/import manipulation APIs.\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects bytecode manipulation and import evasion techniques\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1027/\",\n                \"severity\": \"3\",\n                \"version\": \"1.1\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"system-modification\"\n        ],\n        \"code_snippet\": \"24 | \\n25 | import comfy.ops\\n26 | \\n27 | PROFILE = os.environ.get(\\\"KJNODES_TRITON_PROFILE\\\", \\\"\\\") == \\\"1\\\"\\n28 | CL3D = torch.channels_last_3d\\n29 | \\n30 | import comfy.model_patcher\",\n        \"description\": \"Detects environment variable manipulation and reading\",\n        \"file_path\": \"nodes/triton_vae.py\",\n        \"issue_type\": \"python_environment_manipulation\",\n        \"line_number\": 27,\n        \"line_snippet\": \"PROFILE = os.environ.get(\\\"KJNODES_TRITON_PROFILE\\\", \\\"\\\") == \\\"1\\\"\",\n        \"metadata\": {\n            \"confidence\": 90,\n            \"matched_patterns\": [\n                \"$env_read2\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"nodes/triton_vae.py\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$env_read2\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"PROFILE = os.environ.get(\\\"KJNODES_TRITON_PROFILE\\\", \\\"\\\") == \\\"1\\\"\\n\",\n                                    \"line_number\": 27,\n                                    \"matched_data\": \"os.environ.get(\",\n                                    \"matched_length\": 15,\n                                    \"offset\": 10\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1574.007 Environment Variable Hijacking\",\n                \"category\": \"Defense Evasion\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects environment variable manipulation and reading\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1574/007/\",\n                \"severity\": \"3\",\n                \"version\": \"1.0\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"any-network-requests\"\n        ],\n        \"code_snippet\": \"18 | \\t\\t\\tfor (let i = 0; i \\u003c nextTo.inputs.length; i++) {\\n19 | \\t\\t\\t\\tif (!nextTo.inputs[i].link) {\\n20 | \\t\\t\\t\\t\\tnode.pos[1] += i * (node.size[1] + 32);\\n21 | \\t\\t\\t\\t\\tnode.connect(0, nextTo, i);\\n22 | \\t\\t\\t\\t\\tbreak;\\n23 | \\t\\t\\t\\t}\\n24 | \\t\\t\\t}\",\n        \"description\": \"Detects network operations and potential data exfiltration patterns\",\n        \"file_path\": \"web/js/contextmenu.js\",\n        \"issue_type\": \"python_network_operations\",\n        \"line_number\": 21,\n        \"line_snippet\": \"node.connect(0, nextTo, i);\",\n        \"metadata\": {\n            \"confidence\": 90,\n            \"matched_patterns\": [\n                \"$socket3\",\n                \"$socket4\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"web/js/contextmenu.js\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$socket3\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"\\t\\t\\t\\t\\tnode.connect(0, nextTo, i);\\n\",\n                                    \"line_number\": 21,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 9\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\t\\t\\t\\t\\tnextTo.connect(o, node, i);\\n\",\n                                    \"line_number\": 35,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 13\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\t\\t\\t\\t\\t\\toptPass.nodeFrom.connect(slotIdx, node, 0);\\n\",\n                                    \"line_number\": 157,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 24\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\t\\t\\t\\t\\t\\tnode.connect(0, optPass.nodeTo, slotIdx);\\n\",\n                                    \"line_number\": 162,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 12\n                                }\n                            ]\n                        },\n                        {\n                            \"identifier\": \"$socket4\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"\\t\\tconst origShowConnectionMenu = app.canvas.showConnectionMenu.bind(app.canvas);\\n\",\n                                    \"line_number\": 124,\n                                    \"matched_data\": \".bind(\",\n                                    \"matched_length\": 6,\n                                    \"offset\": 62\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1041 Exfiltration Over C2 Channel\",\n                \"attack_id2\": \"T1048 Exfiltration Over Alternative Protocol\",\n                \"category\": \"Exfiltration\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects network operations and potential data exfiltration patterns\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1041/\",\n                \"severity\": \"3\",\n                \"version\": \"1.0\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"any-network-requests\"\n        ],\n        \"code_snippet\": \"162 | \\n163 | function connectPlanned(planned, graph) {\\n164 | \\tfor (const p of planned) {\\n165 | \\t\\tp.sourceNode.connect(p.outIdx, p.targetNode, p.inIdx);\\n166 | \\t}\\n167 | \\tgraph.change();\\n168 | }\",\n        \"description\": \"Detects network operations and potential data exfiltration patterns\",\n        \"file_path\": \"web/js/fillconnect.js\",\n        \"issue_type\": \"python_network_operations\",\n        \"line_number\": 165,\n        \"line_snippet\": \"p.sourceNode.connect(p.outIdx, p.targetNode, p.inIdx);\",\n        \"metadata\": {\n            \"confidence\": 90,\n            \"matched_patterns\": [\n                \"$socket3\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"web/js/fillconnect.js\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$socket3\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"\\t\\tp.sourceNode.connect(p.outIdx, p.targetNode, p.inIdx);\\n\",\n                                    \"line_number\": 165,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 14\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1041 Exfiltration Over C2 Channel\",\n                \"attack_id2\": \"T1048 Exfiltration Over Alternative Protocol\",\n                \"category\": \"Exfiltration\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects network operations and potential data exfiltration patterns\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1041/\",\n                \"severity\": \"3\",\n                \"version\": \"1.0\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"any-network-requests\"\n        ],\n        \"code_snippet\": \"62 |             const src = app.graph.getNodeById(link.origin_id);\\n63 |             const newSlot = newNode.findInputSlot?.(inp.name);\\n64 |             if (!src || newSlot == null || newSlot \\u003c 0) continue;\\n65 |             try { src.connect(link.origin_slot, newNode, newSlot); } catch {}\\n66 |         }\\n67 | \\n68 |         // Reconnect outputs by name.\",\n        \"description\": \"Detects network operations and potential data exfiltration patterns\",\n        \"file_path\": \"web/js/fix_node.js\",\n        \"issue_type\": \"python_network_operations\",\n        \"line_number\": 65,\n        \"line_snippet\": \"try { src.connect(link.origin_slot, newNode, newSlot); } catch {}\",\n        \"metadata\": {\n            \"confidence\": 90,\n            \"matched_patterns\": [\n                \"$socket3\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"web/js/fix_node.js\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$socket3\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"            try { src.connect(link.origin_slot, newNode, newSlot); } catch {}\\n\",\n                                    \"line_number\": 65,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 21\n                                },\n                                {\n                                    \"line\": \"                try { newNode.connect(i, tgt, link.target_slot); } catch {}\\n\",\n                                    \"line_number\": 77,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 29\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1041 Exfiltration Over C2 Channel\",\n                \"attack_id2\": \"T1048 Exfiltration Over Alternative Protocol\",\n                \"category\": \"Exfiltration\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects network operations and potential data exfiltration patterns\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1041/\",\n                \"severity\": \"3\",\n                \"version\": \"1.0\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"any-network-requests\"\n        ],\n        \"code_snippet\": \"313 | \\t\\t\\t\\t\\t\\tnavigator.mediaDevices.getUserMedia({ audio: true }).then(stream =\\u003e {\\n314 | \\t\\t\\t\\t\\t\\t\\tmicrophoneStream = stream;\\n315 | \\t\\t\\t\\t\\t\\t\\tconst microphone = audioContext.createMediaStreamSource(stream);\\n316 | \\t\\t\\t\\t\\t\\t\\tmicrophone.connect(analyser);\\n317 | \\t\\t\\t\\t\\t\\t\\tupdateWidgetValueInRealTime();\\n318 | \\t\\t\\t\\t\\t\\t}).catch(error =\\u003e {\\n319 | \\t\\t\\t\\t\\t\\t\\tconsole.error('Access to microphone was denied or an error occurred:', error);\",\n        \"description\": \"Detects network operations and potential data exfiltration patterns\",\n        \"file_path\": \"web/js/jsnodes.js\",\n        \"issue_type\": \"python_network_operations\",\n        \"line_number\": 316,\n        \"line_snippet\": \"microphone.connect(analyser);\",\n        \"metadata\": {\n            \"confidence\": 90,\n            \"matched_patterns\": [\n                \"$socket3\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"web/js/jsnodes.js\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$socket3\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"\\t\\t\\t\\t\\t\\t\\tmicrophone.connect(analyser);\\n\",\n                                    \"line_number\": 316,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 17\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1041 Exfiltration Over C2 Channel\",\n                \"attack_id2\": \"T1048 Exfiltration Over Alternative Protocol\",\n                \"category\": \"Exfiltration\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects network operations and potential data exfiltration patterns\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1041/\",\n                \"severity\": \"3\",\n                \"version\": \"1.0\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"any-network-requests\"\n        ],\n        \"code_snippet\": \"121 | \\tconst targetSlot = link.target_slot;\\n122 | \\n123 | \\ttargetNode.disconnectInput(targetSlot);\\n124 | \\toriginNode.connect(originSlot, node, slots.inputSlot);\\n125 | \\tnode.connect(slots.outputSlot, targetNode, targetSlot);\\n126 | \\n127 | \\tgraph.change();\",\n        \"description\": \"Detects network operations and potential data exfiltration patterns\",\n        \"file_path\": \"web/js/node_insert.js\",\n        \"issue_type\": \"python_network_operations\",\n        \"line_number\": 124,\n        \"line_snippet\": \"originNode.connect(originSlot, node, slots.inputSlot);\",\n        \"metadata\": {\n            \"confidence\": 90,\n            \"matched_patterns\": [\n                \"$socket3\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"web/js/node_insert.js\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$socket3\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"\\toriginNode.connect(originSlot, node, slots.inputSlot);\\n\",\n                                    \"line_number\": 124,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 11\n                                },\n                                {\n                                    \"line\": \"\\tnode.connect(slots.outputSlot, targetNode, targetSlot);\\n\",\n                                    \"line_number\": 125,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 5\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1041 Exfiltration Over C2 Channel\",\n                \"attack_id2\": \"T1048 Exfiltration Over Alternative Protocol\",\n                \"category\": \"Exfiltration\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects network operations and potential data exfiltration patterns\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1041/\",\n                \"severity\": \"3\",\n                \"version\": \"1.0\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"any-network-requests\"\n        ],\n        \"code_snippet\": \"151 | \\t\\tif (!inputAssignments.has(inp)) continue;\\n152 | \\t\\tconst originNode = graph.getNodeById(inp.originNodeId);\\n153 | \\t\\tif (!originNode) continue;\\n154 | \\t\\toriginNode.connect(inp.originSlot, newNode, inputAssignments.get(inp));\\n155 | \\t}\\n156 | \\n157 | \\tconst outputAssignments = resolveAssignments(\",\n        \"description\": \"Detects network operations and potential data exfiltration patterns\",\n        \"file_path\": \"web/js/nodeswap.js\",\n        \"issue_type\": \"python_network_operations\",\n        \"line_number\": 154,\n        \"line_snippet\": \"originNode.connect(inp.originSlot, newNode, inputAssignments.get(inp));\",\n        \"metadata\": {\n            \"confidence\": 90,\n            \"matched_patterns\": [\n                \"$socket3\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"web/js/nodeswap.js\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$socket3\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"\\t\\toriginNode.connect(inp.originSlot, newNode, inputAssignments.get(inp));\\n\",\n                                    \"line_number\": 154,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 12\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\tnewNode.connect(bestSlot, targetNode, tgt.targetSlot);\\n\",\n                                    \"line_number\": 168,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 10\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\tsrcNode.connect(out.slotIndex, dstNode, tgt.targetSlot);\\n\",\n                                    \"line_number\": 182,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 10\n                                }\n                            ]\n                        }\n                    ]\n                }\n            ],\n            \"yara_meta\": {\n                \"attack_id1\": \"T1041 Exfiltration Over C2 Channel\",\n                \"attack_id2\": \"T1048 Exfiltration Over Alternative Protocol\",\n                \"category\": \"Exfiltration\",\n                \"date\": \"2025-06-30\",\n                \"description\": \"Detects network operations and potential data exfiltration patterns\",\n                \"reference\": \"https://attack.mitre.org/techniques/T1041/\",\n                \"severity\": \"3\",\n                \"version\": \"1.0\"\n            }\n        },\n        \"recommendation\": \"\",\n        \"scanner\": \"yara_scan\",\n        \"severity\": \"info\"\n    },\n    {\n        \"admin_tags\": [\n            \"any-network-requests\"\n        ],\n        \"code_snippet\": \"287 | \\t\\tfor (const linkId of linksToRemove) graph.removeLink(linkId);\\n288 | \\n289 | \\t\\t// Connect source → Set node input\\n290 | \\t\\tnode.connect(slotIdx, setNode, 0);\\n291 | \\n292 | \\t\\t// Set the name widget\\n293 | \\t\\tsetNode.widgets[0].value = linkName;\",\n        \"description\": \"Detects network operations and potential data exfiltration patterns\",\n        \"file_path\": \"web/js/setgetnodes.js\",\n        \"issue_type\": \"python_network_operations\",\n        \"line_number\": 290,\n        \"line_snippet\": \"node.connect(slotIdx, setNode, 0);\",\n        \"metadata\": {\n            \"confidence\": 90,\n            \"matched_patterns\": [\n                \"$socket3\",\n                \"$socket4\"\n            ],\n            \"yara_matches\": [\n                {\n                    \"filepath\": \"web/js/setgetnodes.js\",\n                    \"strings\": [\n                        {\n                            \"identifier\": \"$socket3\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"\\t\\tnode.connect(slotIdx, setNode, 0);\\n\",\n                                    \"line_number\": 290,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 6\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\tgetNode.connect(0, targetNode, target.targetSlot);\\n\",\n                                    \"line_number\": 316,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 10\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\tsourceNode.connect(sourceSlot, sgNodeForGetter, inputIndex);\\n\",\n                                    \"line_number\": 437,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 15\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\t\\t\\t\\t\\t\\t\\tsourceNode.connect(sourceSlot, parentTarget, parentLink.target_slot);\\n\",\n                                    \"line_number\": 450,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 21\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\t\\t\\t\\tnewInput.connect(targetNode.inputs[conn.targetSlot], targetNode);\\n\",\n       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\".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 22\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\tsourceNode.connect(sourceSlot, targetNode, conn.targetSlot);\\n\",\n                                    \"line_number\": 555,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 15\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\tif (isFrom) sourceNode.connect(slotIndex, newNode, 0);\\n\",\n                                    \"line_number\": 1557,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 27\n                                },\n                                {\n                                    \"line\": \"\\t\\t\\telse newNode.connect(0, sourceNode, slotIndex);\\n\",\n                                    \"line_number\": 1558,\n                                    \"matched_data\": \".connect(\",\n                                    \"matched_length\": 9,\n                                    \"offset\": 17\n                                }\n                            ]\n                        },\n                        {\n                            \"identifier\": \"$socket4\",\n                            \"instances\": [\n                                {\n                                    \"line\": \"\\t\\t\\t\\tconst origOnClick = constantWidget.onClick?.bind(constantWidget);\\n\",\n                                    \"line_number\": 954,\n                                    \"matched_data\": \".bind(\",\n                                    \"matched_length\": 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