Adaptive cyberdefense with deception: A human–ai cognitive approach
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 …
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
We propose that cognitive models will help advance autonomous cyber defense. Congitive
models, in contrast to many other sophisticated approaches, such as machine learning …
models, in contrast to many other sophisticated approaches, such as machine learning …
Cognitive modeling for personalized, adaptive signaling for cyber deception
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 …
signaling for cyber deception. It provides a general introduction to cognitive modeling …
Accounting for uncertainty in deceptive signaling for cybersecurity
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 …
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 …
Prolific, a crowdsourcing platform, to engage in hacking experiments that involve defensive …
[PDF][PDF] Cognitive models of dynamic decision in autonomous intelligent cyber defense
To support the future cyber battlefield, many technological advances are required in the
proposed architecture of autonomous intelligent cyber defense agents (AICA). In particular …
proposed architecture of autonomous intelligent cyber defense agents (AICA). In particular …
Turing-like Experiment in a Cyber Defense Game
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 …
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 …
its proven effectiveness, in terms of performance, usability, and security, against an intended …