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Lipizzaner: Creating a coevolutionary GAN framework at the ALFA group

Lipizzaner: Creating a coevolutionary GAN framework at the ALFA group

At the beginning of 2018, I did a semester abroad as a visiting student at the ALFA group. This blog post will cover the project we were…
Go to the profile of Tom Schmiedlechner
Tom Schmiedlechner
Nov 26, 2018
Coevolutionary Arms Races for Cyber Security

Coevolutionary Arms Races for Cyber Security

A prepared cyber defender must frequently ask: “What if the adversaries targeting me are trying something other than what I think they will…
Go to the profile of Una-May O'Reilly
Una-May O'Reilly
Oct 31, 2018
RIVALS: Denial of Service Attacks and Resilient Defenses

RIVALS: Denial of Service Attacks and Resilient Defenses

Cyber attacks never stop bombarding a network and it is inevitable that a network’s best defense on a given day will not hold up forever…
Go to the profile of Una-May O'Reilly
Una-May O'Reilly
Oct 24, 2018
Robust Detection of Evasive Malware — Part 3

Robust Detection of Evasive Malware — Part 3

Loss Landscape vs. Decision Landscape for Adversarial Robustness
Go to the profile of Abdullah Al-Dujaili
Abdullah Al-Dujaili
Aug 29, 2018
Robust Detection of Evasive Malware — Part 2

Robust Detection of Evasive Malware — Part 2

In our last post, we saw how crafted adversarial versions of malicious PEs could break a naturally trained model and we concluded by asking…
Go to the profile of Abdullah Al-Dujaili
Abdullah Al-Dujaili
Aug 29, 2018
Robust Detection of Evasive Malware — Part 1

Robust Detection of Evasive Malware — Part 1

Malware detection is moving away from hand-crafted rule-based approaches and towards Machine Learning (ML) techniques. In this series of…
Go to the profile of Abdullah Al-Dujaili
Abdullah Al-Dujaili
Aug 29, 2018
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