My research is centered on improving the potency of intrusion detection systems. This includes investigating the detection of security bug exploits in application (Docker) containers using Machine Learning (ML) algorithms, particularly unsupervised ML techniques.
More recently, I have been investigating understanding the underlying vulnerabilities with program analysis techniques.

Here are my projects.

Publications

“Understanding Software Security Vulnerabilities in Cloud Server Systems,”
Olufogorehan Tunde-Onadele, Yuhang Lin, Xiaohui Gu, and Jingzhu He.
Proc. of the 10th IEEE International Conference on Cloud Engineering (IC2E), Pacific Grove, CA, September, 2022. [pdf]

“SHIL: Self-Supervised Hybrid Learning for Security Attack Detection in Containerized Applications,”
Yuhang Lin, Olufogorehan Tunde-Onadele, Xiaohui Gu, Jingzhu He, and Hugo Latapie.
Proc. of the 3rd IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Los Angeles, CA, September, 2022. [pdf]

“Self-Patch: Beyond Patch Tuesday for Containerized Applications”,
Olufogorehan Tunde-Onadele, Yuhang Lin, Jingzhu He, and Xiaohui Gu.
Proc. of IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Washington, DC, August, 2020. (Virtual) [pdf]

“CDL: Classified Distributed Learning for Detecting Security Attacks in Containerized Applications”,
Yuhang Lin, Olufogorehan Tunde-Onadele, and Xiaohui Gu.
Proc. of Annual Computer Security Applications Conference (ACSAC), Austin, TX, December, 2020. [pdf]

“A Study on Container Vulnerability Exploit Detection”,
Olufogorehan Tunde-Onadele, Jingzhu He, Ting Dai, and Xiaohui Gu. Proc. of IEEE International Conference on Cloud Engineering (IC2E), Prague, Czech Republic, June, 2019. [pdf]

Patents

“Universal Methodology for Multitier Key-Value Store Platform Adapting”,
Zhengyu Yang, Thomas Rainey, Kurt Gehlen, Ping Wong, Venkatraman Balasubramanian, Olufogorehan Tunde-Onadele, Nithya Ramakrishnan, David Evans, and Clay Mayers.
[Patent App: 16777882]

“Spike Detection and Load Balancing Resource Management in Cloud Computing”,
Venkatraman Balasubramanian, Olufogorehan Tunde-Onadele, Zhengyu Yang, Ping Wong, Nithya Ramakrishnan, David Evans, and Clay Mayers.
[Patent: 11240294]