activity
20172024
most citedAutonomous Network Defence using Reinforcement Learning

41 citations · 82 across the 22 of their papers we have counts for

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Showing cs.CRShow all

11 papers · 1 filter

cs.CR2024★ 2 cited

Zero-Trust Network Access (ZTNA)

Vasilios Mavroudis

Zero-Trust Network Access (ZTNA) marks a significant shift in network security by adopting a "never trust, always verify" approach. This work provides an in-depth analysis of ZTNA,…

cs.CR2024★ 1 cited

CybORG++: An Enhanced Gym for the Development of Autonomous Cyber Agents

Harry Emerson, Liz Bates, Chris Hicks +1

CybORG++ is an advanced toolkit for reinforcement learning research focused on network defence. Building on the CAGE 2 CybORG environment, it introduces key improvements, including…

cs.CR2023★ 7 cited

Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning

Chris Hicks, Vasilios Mavroudis, Myles Foley +3

Communication networks able to withstand hostile environments are critically important for disaster relief operations. In this paper, we consider a challenging scenario where drone…

cs.CR2023★ 4 cited

Inroads into Autonomous Network Defence using Explained Reinforcement Learning

Myles Foley, Mia Wang, Zoe M +2

Computer network defence is a complicated task that has necessitated a high degree of human involvement. However, with recent advancements in machine learning, fully autonomous net…

cs.CR2021

An Interface between Legacy and Modern Mobile Devices for Digital Identity

Vasilios Mavroudis, Chris Hicks, Jon Crowcroft

In developing regions a substantial number of users rely on legacy and ultra-low-cost mobile devices. Unfortunately, many of these devices are not equipped to run the standard auth…

cs.CR2020

Adaptive Webpage Fingerprinting from TLS Traces

Vasilios Mavroudis, Jamie Hayes

In webpage fingerprinting, an on-path adversary infers the specific webpage loaded by a victim user by analysing the patterns in the encrypted TLS traffic exchanged between the use…

cs.CR2020

Snappy: Fast On-chain Payments with Practical Collaterals

Vasilios Mavroudis, Karl Wüst, Aritra Dhar +2

Permissionless blockchains offer many advantages but also have significant limitations including high latency. This prevents their use in important scenarios such as retail payment…

cs.CR2019★ 4 cited

Libra: Fair Order-Matching for Electronic Financial Exchanges

Vasilios Mavroudis, Hayden Melton

While historically, economists have been primarily occupied with analyzing the behaviour of the markets, electronic trading gave rise to a new class of unprecedented problems assoc…

cs.CR2018★ 2 cited

Towards Low-level Cryptographic Primitives for JavaCards

Vasilios Mavroudis, Petr Svenda

JavaCard is a multi-application security platform deployed to over twenty billion smartcards, used in applications ranging from secure payments to telecommunications. While the pla…

cs.CR2018★ 3 cited

VAMS: Verifiable Auditing of Access to Confidential Data

Alexander Hicks, Vasilios Mavroudis, Mustafa Al-Bassam +2

We propose VAMS, a system that enables transparency for audits of access to data requests without compromising the privacy of parties in the system. VAMS supports audits on an aggr…

cs.CR2017★ 5 cited

A Touch of Evil: High-Assurance Cryptographic Hardware from Untrusted Components

Vasilios Mavroudis, Andrea Cerulli, Petr Svenda +3

The semiconductor industry is fully globalized and integrated circuits (ICs) are commonly defined, designed and fabricated in different premises across the world. This reduces prod…