A First Principles Approach to Cybersecurity
This article explores the shift from traditional defense-in-depth strategies to a more proactive, AI-driven approach: deception-in-depth.
Philip Dursey
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Automating Deception
One promising avenue for improving these frameworks is through the automation of deception elements. This article explores how automated deception can bolster cybersecurity efforts, proactively misleading adversaries while gathering crucial intelligence.
Asymmetric Cyber Defense
To address these challenges, researchers and practitioners are exploring innovative approaches like Asymmetric Cyber Defense and dual deception. These strategies aim to proactively mislead and manipulate attackers, effectively turning their own tactics against them (Fugate & Ferguson-Walter, 2019).
The Deception Game: How We're Shaping AI's Reality
In the world of AI security, we're playing a high-stakes game of deception. But unlike traditional games, where the goal is to outwit a human opponent, we're now crafting elaborate ruses to fool machines.
Autonomous Cyber Defense
This article explores how the integration of generative AI, deep reinforcement learning, and AI planning algorithms is poised to revolutionize autonomous cyber defense and deception, enabling systems to adapt and respond to threats in real-time [2].
Enhancing Cyber Defense with Cyberpsychology
Cyberpsychology, the study of human behavior and mental processes in the context of technology and cyberspace, is increasingly vital in developing effective cyber deception techniques as part of active defense strategies.
Modern Asymmetric Cyber Defense
Concept of Modern Asymmetric Cyber Defense. This innovative approach leverages advanced deception techniques to level the playing field and proactively defend against cutting-edge threats.
Emerging Threat: Autonomous High-Speed and Stealth Cyber Attacks
These sophisticated, self-directed attacks can adapt and evolve in real-time, circumventing traditional detection and defense mechanisms (Kaloudi & Li, 2020). This article examines these emerging threats, their potential impacts, and the strategies being developed to counter them.
Hypergame Theory: Navigating the AI-Driven Cyber Contest
In this dynamic, multi-dimensional conflict, hypergame theory emerges as a powerful framework for understanding and navigating the strategic interactions between AI-driven adversaries and defenders.
AI-Powered Autonomous Attacks and Defenses
This article explores the evolving world of AI-powered cybersecurity, highlighting the emerging risks, groundbreaking defense technologies, and future challenges and opportunities.
Harnessing AI and Deception: The Future of Active Cyber Defense
In response to these evolving threats, combining AI and cyber deception offers a robust countermeasure. This strategy shifts from passive protection to actively misleading and disrupting attackers.
AI Cyber Ranges: Future of Security Training
This evolution isn't just incremental; it reimagines skill development and threat preparedness, reshaping the industry's approach.