A Dynamic Watermarking Algorithm for Finite Markov Decision Problems

no code implementations • 9 Nov 2021 • Jiacheng Tang, Jiguo Song, Abhishek Gupta

Dynamic watermarking, as an active intrusion detection technique, can potentially detect replay attacks, spoofing attacks, and deception attacks in the feedback channel for control systems.

Intrusion Detection

Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples

no code implementations • ICML Workshop AML 2021 • Nelson Manohar-Alers, Ryan Feng, Sahib Singh, Jiguo Song, Atul Prakash

We present DeClaW, a system for detecting, classifying, and warning of adversarial inputs presented to a classification neural network.

Adversarial Attack Detection