Search Results for author: Kevin Jones

Found 3 papers, 1 papers with code

Adversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems

no code implementations8 Nov 2019 Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones

In the continuous data domain our attack successfully hides the cyber-physical attacks requiring 2. 87 out of 12 monitored sensors to be compromised on average.

Adversarial Attack Intrusion Detection +2

Deep Latent Defence

no code implementations9 Oct 2019 Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones

The level of perturbation an attacker needs to introduce in order to cause such a misclassification can be extremely small, and often imperceptible.

Early Stage Malware Prediction Using Recurrent Neural Networks

1 code implementation11 Aug 2017 Matilda Rhode, Pete Burnap, Kevin Jones

Static malware analysis is well-suited to endpoint anti-virus systems as it can be conducted quickly by examining the features of an executable piece of code and matching it to previously observed malicious code.

Cryptography and Security

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