Paper Review: XNIDS for Explainable Deep Learning Network Intrusion Detection
A detailed review of the USENIX Security 2023 XNIDS paper, explaining how history-aware explanations can turn deep learning NIDS alerts into actionable defense rules.
A detailed review of the USENIX Security 2023 XNIDS paper, explaining how history-aware explanations can turn deep learning NIDS alerts into actionable defense rules.
A review of the USENIX Security 2025 BlueGuard paper, explaining how DPU-based host and guest introspection can make malware detection faster and better isolated.
A detailed review of a 2024 Discover Computing paper on improving network intrusion detection by combining network traffic and host activity features with CNN-LSTM deep learning.