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Defending Active Directory by Combining Neural Network based Dynamic
Program and Evolutionary Diversity Optimisation

v1v2v3 (latest)

Defending Active Directory by Combining Neural Network based Dynamic Program and Evolutionary Diversity Optimisation

Annual Conference on Genetic and Evolutionary Computation (GECCO), 2022

7 April 2022

Max Hector Ward-Graham

ArXiv (abs)PDF HTML

Papers citing "Defending Active Directory by Combining Neural Network based Dynamic Program and Evolutionary Diversity Optimisation"

8 / 8 papers shown

Unveiling the Black Box: A Multi-Layer Framework for Explaining Reinforcement Learning-Based Cyber Agents

Unveiling the Black Box: A Multi-Layer Framework for Explaining Reinforcement Learning-Based Cyber Agents

Thanh Thi Nguyen

204

4

0

16 May 2025

Adaptive Wizard for Removing Cross-Tier Misconfigurations in Active Directory

Adaptive Wizard for Removing Cross-Tier Misconfigurations in Active DirectoryInternational Joint Conference on Artificial Intelligence (IJCAI), 2025

238

0

0

02 May 2025

Optimizing Cyber Defense in Dynamic Active Directories through
Reinforcement Learning

Optimizing Cyber Defense in Dynamic Active Directories through Reinforcement Learning

304

10

0

28 Jun 2024

Optimizing Cyber Response Time on Temporal Active Directory Networks
Using Decoys

Optimizing Cyber Response Time on Temporal Active Directory Networks Using Decoys

236

6

0

27 Mar 2024

Catch Me if You Can: Effective Honeypot Placement in Dynamic AD Attack
Graphs

Catch Me if You Can: Effective Honeypot Placement in Dynamic AD Attack Graphs

183

13

0

28 Dec 2023

Evolving Reinforcement Learning Environment to Minimize Learner's
Achievable Reward: An Application on Hardening Active Directory Systems

Evolving Reinforcement Learning Environment to Minimize Learner's Achievable Reward: An Application on Hardening Active Directory SystemsAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2023

196

12

0

08 Apr 2023

Limited Query Graph Connectivity Test

Limited Query Graph Connectivity TestAAAI Conference on Artificial Intelligence (AAAI), 2023

383

7

0

25 Feb 2023

Scalable Edge Blocking Algorithms for Defending Active Directory Style
Attack Graphs

Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack GraphsAAAI Conference on Artificial Intelligence (AAAI), 2022

49

20

0

02 Dec 2022

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