Adaptive cyberdefense with deception: A human–ai cognitive approach

C Gonzalez, P Aggarwal, EA Cranford… - … , Strategies, and Human …, 2022 - Springer
Achieving a level of dynamic and adaptive autonomy in cyber defense is highly desirable to
advance the capabilities of cyber defense to a whole new level of effectiveness. In such a …

Towards autonomous cyber defense: predictions from a cognitive model

Y Du, B Prébot, X Xi… - Proceedings of the Human …, 2022 - journals.sagepub.com
We propose that cognitive models will help advance autonomous cyber defense. Congitive
models, in contrast to many other sophisticated approaches, such as machine learning …

Cognitive modeling for personalized, adaptive signaling for cyber deception

C Lebiere, EA Cranford, P Aggarwal, S Cooney… - … , Strategies, and Human …, 2023 - Springer
This chapter presents an overview of the use of cognitive models for personalized adaptive
signaling for cyber deception. It provides a general introduction to cognitive modeling …

Accounting for uncertainty in deceptive signaling for cybersecurity

E Cranford, HC Ou, C Gonzalez, M Tambe… - 2023 - scholarspace.manoa.hawaii.edu
Deceptive signaling has proven an effective method that can aid security analysists and
deter attacks on unprotected targets by strategically revealing information to an attacker …

The pitfalls of evaluating cyber defense techniques by an anonymous population

A Aljohani, J Jones - International Conference on Human-Computer …, 2022 - Springer
In this work, we report on the results of recruiting anonymous (yet qualified) participants from
Prolific, a crowdsourcing platform, to engage in hacking experiments that involve defensive …

[PDF][PDF] Cognitive models of dynamic decision in autonomous intelligent cyber defense

B Prébot, Y Du, X Xi, C Gonzalez - International Conference on …, 2022 - researchgate.net
To support the future cyber battlefield, many technological advances are required in the
proposed architecture of autonomous intelligent cyber defense agents (AICA). In particular …

Turing-like Experiment in a Cyber Defense Game

Y Du, B Prebot, C Gonzalez - Proceedings of the AAAI Symposium …, 2024 - ojs.aaai.org
During the past decade, researchers of behavioral cyber security have created cognitive
agents that are able to learn and make decisions in dynamic environments in ways that …

On Evaluating Cyber Defense by Humans and Reinforcement Learning Agents

A Aljohani - 2023 - search.proquest.com
A significant factor that drives the investment in/integration of a cyber defense technique is
its proven effectiveness, in terms of performance, usability, and security, against an intended …