Improving deep learning with prior knowledge and cognitive models: A survey on enhancing interpretability, adversarial robustness and zero-shot learning
F Mumuni, A Mumuni - Cognitive Systems Research, 2023 - Elsevier
We review current and emerging knowledge-informed and brain-inspired cognitive systems
for realizing adversarial defenses, eXplainable Artificial Intelligence (XAI), and zero-shot or …
for realizing adversarial defenses, eXplainable Artificial Intelligence (XAI), and zero-shot or …
Towards a cognitive theory of cyber deception
This work is an initial step toward developing a cognitive theory of cyber deception. While
widely studied, the psychology of deception has largely focused on physical cues of …
widely studied, the psychology of deception has largely focused on physical cues of …
Cognitive architectures and their applications
Cognitive architectures are computational implementations of unified theories of cognition.
The consensus of 50 years of research in cognitive architectures can be captured in the form …
The consensus of 50 years of research in cognitive architectures can be captured in the form …
Modeling Human Behavior Part II--Cognitive approaches and Uncertainty
As we discussed in Part I of this topic, there is a clear desire to model and comprehend
human behavior. Given the popular presupposition of human reasoning as the standard for …
human behavior. Given the popular presupposition of human reasoning as the standard for …
Comparison of cognitively-inspired salience and feature importance techniques in intrusion detection datasets
RH Thomson, EA Cranford, G Tucker… - … and Security for AI …, 2024 - spiedigitallibrary.org
We present a cognitively-inspired salience technique that utilizes our knowledge of human
information processing mechanisms to determine the extent to which each feature is …
information processing mechanisms to determine the extent to which each feature is …
Cognitive Models Leading to Behavior-Reading in a Card Game
A Hosokawa, J Morita - Proceedings of the 9th International Conference …, 2021 - dl.acm.org
In everyday life, humans often try to understand and predict other's behavior. However, the
cognitive process behind this is not well understood. To clarify this, we require a model that …
cognitive process behind this is not well understood. To clarify this, we require a model that …