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Assured Autonomy Tools Portal
Continual Assurance of Learning-Enabled, Cyber-Physical Systems (LE-CPS)

On Need for Topology-Aware Generative Models for Manifold-Based Defenses

Jang, U., Jha, S., & Jha, S. (2020). On Need for Topology-Aware Generative Models for Manifold-Based Defenses. Iclr.

Model-Centered Assurance for Autonomous Systems

Jha, S., Rushby, J., & Shankar, N. (2020). Model-Centered Assurance for Autonomous Systems. In International Conference on Computer Safety, Reliability, and Security (p. 228\textendash243). Springer.

Attribution-based confidence metric for deep neural networks

Jha, S., Raj, S., Fernandes, S., Jha, S. K., Jha, S., Jalaian, B., et al. (2019). Attribution-based confidence metric for deep neural networks. In Advances in Neural Information Processing Systems (p. 11826\textendash11837).