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20182026
most citedEvaluation of Reinforcement Learning for Autonomous Penetration Testing using A3C, Q-learning and DQN

3 citations · 7 across the 7 of their papers we have counts for

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6 papers · 1 filter

cs.CR20243 cited

Evaluation of Reinforcement Learning for Autonomous Penetration Testing using A3C, Q-learning and DQN

Norman Becker, Daniel Reti, Evridiki V. Ntagiou +2

Penetration testing is the process of searching for security weaknesses by simulating an attack. It is usually performed by experienced professionals, where scanning and attack too…

cs.CR2024

Act as a Honeytoken Generator! An Investigation into Honeytoken Generation with Large Language Models

Daniel Reti, Norman Becker, Tillmann Angeli +4

With the increasing prevalence of security incidents, the adoption of deception-based defense strategies has become pivotal in cyber security. This work addresses the challenge of…

cs.CR2021

Secure (S)Hell: Introducing an SSH Deception Proxy Framework

Daniel Reti, David Klaaßen, Simon Duque Anton +1

Deceiving an attacker in the network security domain is a well established approach, mainly achieved through deployment of honeypots consisting of open network ports with the sole…

cs.CR2021

Escape the Fake: Introducing Simulated Container-Escapes for Honeypots

Daniel Reti, Norman Becker

In the field of network security, the concept of honeypots is well established in research as well as in production. Honeypots are used to imitate a legitimate target on the networ…

cs.CR20212 cited

Deep Down the Rabbit Hole: On References in Networks of Decoy Elements

Daniel Reti, Daniel Fraunholz, Janis Zemitis +2

Deception technology has proven to be a sound approach against threats to information systems. Aside from well-established honeypots, decoy elements, also known as honeytokens, are…

cs.CR2018

Demystifying Deception Technology:A Survey

Daniel Fraunholz, Simon Duque Anton, Christoph Lipps +5

Deception boosts security for systems and components by denial, deceit, misinformation, camouflage and obfuscation. In this work an extensive overview of the deception technology e…