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Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects
Machine learning has brought significant advances in cybersecurity, particularly in the
development of Intrusion Detection Systems (IDS). These improvements are mainly …
development of Intrusion Detection Systems (IDS). These improvements are mainly …
The cybersecurity dynamics way of thinking and landscape
S Xu - Proceedings of the 7th ACM Workshop on Moving …, 2020 - dl.acm.org
The Cybersecurity Dynamics framework offers an approach to systematically understanding,
characterizing, quantifying and managing cybersecurity from a holistic perspective. The …
characterizing, quantifying and managing cybersecurity from a holistic perspective. The …
Dolos: A novel architecture for moving target defense
G Pagnotta, F De Gaspari, D Hitaj… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Moving Target Defense and Cyber Deception emerged in recent years as two key proactive
cyber defense approaches, contrasting with the static nature of the traditional reactive cyber …
cyber defense approaches, contrasting with the static nature of the traditional reactive cyber …
Use of cyber attack and defense agents in cyber ranges: A case study
MM Yamin, B Katt - Computers & Security, 2022 - Elsevier
With the ever-changing cybersecurity landscape, the need for a continuous training for new
cybersecurity skill sets is a requirement. Such continuous training programs can be …
cybersecurity skill sets is a requirement. Such continuous training programs can be …
Session-level adversary intent-driven cyberattack simulator
Recognizing the need for proactive analysis of cyber adversary behavior, this paper
presents a new event-driven simulation model and implementation to reveal the efforts …
presents a new event-driven simulation model and implementation to reveal the efforts …
Analysis of contagion dynamics with active cyber defenders
In this paper, we analyze the infection spreading dynamics of malware in a population of
cyber nodes (ie, computers or devices). Unlike most prior studies where nodes are reactive …
cyber nodes (ie, computers or devices). Unlike most prior studies where nodes are reactive …
Evaluation of an autonomous intelligent cyberdefense agent at NATO cyber coalition exercise 2022
In this paper the authors present the results of an experiment conducted at the 2022 NATO
Cyber Coalition Exercise in Tallinn, Estonia wherein a prototype Autonomous Intelligent …
Cyber Coalition Exercise in Tallinn, Estonia wherein a prototype Autonomous Intelligent …
Validation of Biologically Inspired Tactics to Increase Multi-Agent System Resilience
BC Watson, IV Hernandez… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
There is an urgent need to increase multi-agent systems' resilience. Efforts, however, are
hampered by three gaps: current approaches are case study specific, may depend on …
hampered by three gaps: current approaches are case study specific, may depend on …
An Experimental Platform for Autonomous Intelligent Cyber-Defense Agents: Towards a collaborative community approach (WIPP)
B Blakely - 2022 Resilience Week (RWS), 2022 - ieeexplore.ieee.org
Cyber defenses are increasingly challenged to keep up with attackers who might be using
automation or machine learning as part of their attack strategies. Autonomous defensive …
automation or machine learning as part of their attack strategies. Autonomous defensive …
Modelling and analyzing attack-defense scenarios for cyber-ranges
MM Yamin - 2022 - ntnuopen.ntnu.no
Rome was not built in a day, but it was burnt to the ground in only six. Wood naturally
catches fire, and without adequate engineering, fireproof houses and training for firefighters …
catches fire, and without adequate engineering, fireproof houses and training for firefighters …