Raphael Labaca Castro

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 9

Top Topics

Machine Learning

Detect Malicious

Malware Detection

Continuous State

Top Venues

TrustCom/BigDataSE

Publications

Raphael Labaca Castro, Sebastian Franz, Gabi Dreo Rodosek
AIMED-RL: Exploring Adversarial Malware Examples with Reinforcement Learning. ECML/PKDD (4) (2021)
Raphael Labaca Castro, Luis Muñoz-González, Feargus Pendlebury, Gabi Dreo Rodosek, Fabio Pierazzi, Lorenzo Cavallaro
Universal Adversarial Perturbations for Malware. CoRR (2021)
Richard Poschinger, Nils Rodday, Raphael Labaca Castro, Gabi Dreo Rodosek
OpenMTD: A Framework for Efficient Network-Level MTD Evaluation. MTD@CCS (2020)
Klement Streit, Raphael Labaca Castro, Nils Rodday, Gabi Dreo Rodosek
Topology Update Algorithm for Wireless Networks. MASS Workshops (2019)
Raphael Labaca Castro, Battista Biggio, Gabi Dreo Rodosek
Poster: Attacking Malware Classifiers by Crafting Gradient-Attacks that Preserve Functionality. CCS (2019)
Nils Rodday, Raphael Labaca Castro, Klement Streit, Gabi Dreo Rodosek
Evaluating TCP Connection Healthiness. ITNAC (2019)
Raphael Labaca Castro, Corinna Schmitt, Gabi Dreo
AIMED: Evolving Malware with Genetic Programming to Evade Detection. TrustCom/BigDataSE (2019)
Raphael Labaca Castro, Gabi Dreo Rodosek
Black Box Attacks using Adversarial Samples against Machine Learning Malware Classification to Improve Detection. AIMS (2018)
Christian Dietz, Raphael Labaca Castro, Jessica Steinberger, Cezary Wilczak, Marcel Antzek, Anna Sperotto, Aiko Pras
IoT-Botnet Detection and Isolation by Access Routers. NOF (2018)