59 citations · 183 across the 18 of their papers we have counts for
3 papers · 1 filter
Fighting AI with AI: Leveraging Foundation Models for Assuring AI-Enabled Safety-Critical Systems
Anastasia Mavridou, Divya Gopinath, Corina S. Păsăreanu
The integration of AI components, particularly Deep Neural Networks (DNNs), into safety-critical systems such as aerospace and autonomous vehicles presents fundamental challenges f…
Assumption Generation for the Verification of Learning-Enabled Autonomous Systems
Corina Pasareanu, Ravi Mangal, Divya Gopinath +1
Providing safety guarantees for autonomous systems is difficult as these systems operate in complex environments that require the use of learning-enabled components, such as deep n…
Compositional Verification for Autonomous Systems with Deep Learning Components
Corina S. Pasareanu, Divya Gopinath, Huafeng Yu
As autonomy becomes prevalent in many applications, ranging from recommendation systems to fully autonomous vehicles, there is an increased need to provide safety guarantees for su…