2026-05-30T17:28:46 | INFO | Loaded model: lightgbm
2026-05-30T17:28:46 | INFO | Loaded model: decision_tree
2026-05-30T17:28:46 | INFO | Loaded model: logistic_regression
2026-05-30T17:28:46 | INFO | REQUEST | {"request_id": "c498f856-4def-443c-a0b9-58ae1c3dddf3", "timestamp": "2026-05-30T10:28:46.492097+00:00", "endpoint": "/predict/all", "client_ip": "127.0.0.1", "payload": {"url": "https://instagram.com", "threshold": 0.5}, "result": {"request_id": "c498f856-4def-443c-a0b9-58ae1c3dddf3", "url": "https://instagram.com", "threshold": 0.5, "aggregate_verdict": "PHISHING", "results": [{"algorithm": "lightgbm", "label": "PHISHING", "whitelisted": false, "phishing_probability": 0.984122, "threshold": 0.5, "timings_ms": {"feature_extraction": 0.923, "model_inference": 116.4798, "total": 1396.4978}, "memory_mb": {"before": 91.2344, "after": 156.6758, "fluctuation": 65.4414}}, {"algorithm": "decision_tree", "label": "PHISHING", "whitelisted": false, "phishing_probability": 0.830986, "threshold": 0.5, "timings_ms": {"feature_extraction": 0.4007, "model_inference": 8.8917, "total": 215.4827}, "memory_mb": {"before": 156.6797, "after": 162.4102, "fluctuation": 5.7305}}, {"algorithm": "logistic_regression", "label": "PHISHING", "whitelisted": false, "phishing_probability": 0.676485, "threshold": 0.5, "timings_ms": {"feature_extraction": 0.268, "model_inference": 5.2012, "total": 16.5154}, "memory_mb": {"before": 162.4102, "after": 162.4961, "fluctuation": 0.0859}}], "errors": [], "total_request_ms": 1720.4842}, "total_request_ms": 1720.4842}
2026-05-30T17:29:09 | INFO | REQUEST | {"request_id": "0720ad80-21e9-4552-8af9-e63d9b18b3af", "timestamp": "2026-05-30T10:29:09.073973+00:00", "endpoint": "/predict/all", "client_ip": "127.0.0.1", "payload": {"url": "https://www.instagram.com", "threshold": 0.5}, "result": {"request_id": "0720ad80-21e9-4552-8af9-e63d9b18b3af", "url": "https://www.instagram.com", "threshold": 0.5, "aggregate_verdict": "LEGITIMATE", "results": [{"algorithm": "lightgbm", "label": "LEGITIMATE", "whitelisted": false, "phishing_probability": 0.189384, "threshold": 0.5, "timings_ms": {"feature_extraction": 0.2549, "model_inference": 57.1668, "total": 63.4894}, "memory_mb": {"before": 162.5117, "after": 162.5156, "fluctuation": 0.0039}}, {"algorithm": "decision_tree", "label": "LEGITIMATE", "whitelisted": false, "phishing_probability": 0.015819, "threshold": 0.5, "timings_ms": {"feature_extraction": 0.2542, "model_inference": 3.2167, "total": 7.1658}, "memory_mb": {"before": 162.5156, "after": 162.5156, "fluctuation": 0.0}}, {"algorithm": "logistic_regression", "label": "LEGITIMATE", "whitelisted": false, "phishing_probability": 0.021896, "threshold": 0.5, "timings_ms": {"feature_extraction": 0.1099, "model_inference": 3.3065, "total": 6.1862}, "memory_mb": {"before": 162.5156, "after": 162.5156, "fluctuation": 0.0}}], "errors": [], "total_request_ms": 83.0053}, "total_request_ms": 83.0053}
