| Title | Taking a Peek: An Evaluation of Anomaly Detection Using System calls for Containers |
| Publication Type | Conference Paper |
| Year of Publication | 2021 |
| Authors | Castanhel, Gabriel R., Heinrich, Tiago, Ceschin, Fabrício, Maziero, Carlos |
| Conference Name | 2021 IEEE Symposium on Computers and Communications (ISCC) |
| Keywords | composability, computer security, Containers, Filtering, Intrusion detection, machine learning, Metrics, pubcrawl, resilience, Resiliency, Robustness, security, Threat Assessment, Windows Operating System Security |
| Abstract | The growth in the use of virtualization in the last ten years has contributed to the improvement of this technology. The practice of implementing and managing this type of isolated environment raises doubts about the security of such systems. Considering the host's proximity to a container, approaches that use anomaly detection systems attempt to monitor and detect unexpected behavior. Our work aims to use system calls to identify threats within a container environment, using machine learning based strategies to distinguish between expected and unexpected behaviors (possible threats). |
| DOI | 10.1109/ISCC53001.2021.9631251 |
| Citation Key | castanhel_taking_2021 |
Taking a Peek: An Evaluation of Anomaly Detection Using System calls for Containers