Project Details
Description
Initiated the design of an AI & Cybersecurity Red-Teaming Lab to investigate jailbreak vulnerabilities in large language models, iOS devices, and federated learning environments. Developed experimental frameworks for adversarial prompt injection, malicious client simulations, and Deepfake-based attacks on medical imaging systems. Proposed layered defenses, including guardrails for LLMs, forensic imaging verification, and federated anomaly detection, to build resilience against emerging threats.
Key findings
AI and mobile device security through adversarial red-teaming, jailbreak analysis, and Deepfake attack simulation
| Status | Active |
|---|---|
| Effective start/end date | 08/1/25 → … |
Collaborative partners
- Georgia Southern University (lead)
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
-
Machine Learning in Access Control: A Taxonomy [Systematization of Knowledge Paper]
Nobi, M. N., Gupta, M., Krishnan, R., Rana, M. S., Praharaj, L. & Abdelsalam, M., Jul 8 2025, Proceedings of the 30th ACM Symposium on Access Control Models and Technologies. Association for Computing Machinery, p. 145-156 12 p. (Proceedings of the 30th ACM Symposium on Access Control Models and Technologies).Research output: Contribution to book or proceeding › Conference article › peer-review
Open Access2 Scopus citations -
Optimizing Machine Learning Based Access Control Administration Through Data Distillation
Nobi, M. N., Rana, M. S. & Krishnan, R., Dec 14 2025, Optimizing Machine Learning Based Access Control Administration Through Data Distillation. Hubballi, N., Verma, R. & Rudrapatna K., S. (eds.). p. 14-24 Chapter 2. (Information Systems Security; vol. 16380).Research output: Contribution to book or proceeding › Chapter › peer-review
-
Robust Password Security: A Method in Preventing Guessing Attacks and Authenticating Users
Ghosh, T., Hasan, M. M., Gudla, C., Rana, M. S. & Ahmed, F., Mar 16 2025, 2025 8th International Conference on Information and Computer Technologies (ICICT). IEEE, p. 49-54 6 p. 11058479Research output: Contribution to book or proceeding › Conference article › peer-review