research
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10/24/2022
Your Router is My Prober: Measuring IPv6 Networks via ICMP Rate Limiting Side Channels
Active Internet measurements face challenges when some measurements requ...
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11/08/2021
threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph Learning
Host-based threats such as Program Attack, Malware Implantation, and Adv...
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09/23/2021
DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications
Unsupervised Deep Learning (DL) techniques have been widely used in vari...
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09/21/2020
Domain-Embeddings Based DGA Detection with Incremental Training Method
DGA-based botnet, which uses Domain Generation Algorithms (DGAs) to evad...
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05/15/2020
Practical Traffic-space Adversarial Attacks on Learning-based NIDSs
Machine learning (ML) techniques have been increasingly used in anomaly-...
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09/04/2019
