The autoencoder model is implmented using modules of Long Short-Term Memory, LSTM, a form of recurrent neural network, RNN in PyTorch framework with Keras/TensorFlow implementation as a reference 1.

Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

Streaming logs provide valuable information for complex systems in diagnosing system faults or conducting security analysis. Although the log sequence anomaly detection has drawn more and more ...

Potential transformers (PTs) are essential measurement equipment in power systems. Developing monitoring techniques for them is crucial to enable measurement-based applications, where the challenge ...

🙋‍♂️Welcome to ForensicHub! ForensicHub is the go-to benchmark and modular codebase for all-domain fake image detection and localization, covering deepfake detection (Deepfake), image manipulation ...