No Country for Leaking Containers: Detecting Exfiltration of Secrets Through AI and Syscalls

Author:

Zuppelli Marco1ORCID,Guarascio Massimo2ORCID,Caviglione Luca1ORCID,Liguori Angelica3ORCID

Affiliation:

1. National Research Council of Italy - Institute for Applied Mathematics and Information Technologies, Italy

2. National Research Council of Italy - Institute for High Performance Computing and Networking, Italy

3. Department of Computer Engineering, Modeling, Electronics, and Systems, National Research Council of Italy - Institute for High Performance Computing and Networking, Italy

Funder

SERICS

RAISE

Publisher

ACM

Reference27 articles.

1. Enrico Cambiaso, Luca Caviglione, and Marco Zuppelli. 2023. DockerChannel: A framework for Evaluating Information Leakages of Docker Containers. SoftwareX 24 (2023), 101576:1–101576:7.

2. Alessandro Carrega, Luca Caviglione, Matteo Repetto, and Marco Zuppelli. 2020. Programmable Data Gathering for Detecting Stegomalware. In 2020 6th IEEE Conference on Network Softwarization. IEEE, 422–429.

3. Emiliano Casalicchio and Stefano Iannucci. 2020. The State-of-the-art in Container Technologies: Application, Orchestration and Security. Concurrency and Computation: Practice and Experience 32, 17 (2020), e5668:1–e5668:17.

4. Covert Channel Detection: Machine Learning Approaches

5. Xing Gao, Zhongshu Gu, Mehmet Kayaalp, Dimitrios Pendarakis, and Haining Wang. 2017. Containerleaks: Emerging Security Threats of Information Leakages in Container Clouds. In 2017 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. IEEE, 237–248.

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