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Visualizing wine data using Choropleths and Linking
Published:
In this post, I will try to visualize some interesting statistics extraced from a wine reviews dataset. For this purpose I have developed two visualizations: one consisting in a choropleth map linked to a bar chart, and another consisting in a scatter plot with variable size (bubble chart). More details on the preprocessing of the data can be found in this Jupyter notebook.
Installing VizDoom emulator on CentOS
Published:
My lab has a machine with a GPU running CentOS 7, and I wanted to use it to train a DQN to play some very easy scenarios form the videogame Doom.
Hello Interwebz!
Published:
Hey everyone! This is the beginning of a new adventure in the wild lands of the interwebz. I’m going to start this little personal blog with the best intentions, and then fail miserably to keep posting interesting stuff, exactly like any other blogger ever existed.
portfolio
publications
Malrec: Compact Full-Trace Malware Recording for Retrospective Deep Analysis
Published in DIMVA, 2018
Recommended citation: Severi, Giorgio, Tim Leek, and Brendan Dolan-Gavitt. "Malrec: compact full-trace malware recording for retrospective deep analysis." In International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment, pp. 3-23. Springer, Cham, 2018. http://severi.xyz/files/malrec_paper.pdf
Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers
Published in To appear in USENIX Security 2021, 2020
Recommended citation: Severi, Giorgio, Jim Meyer, Scott Coull, and Alina Oprea. "Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers" arXiv preprint arXiv:2003.01031 (2020). https://arxiv.org/abs/2003.01031
Subpopulation Data Poisoning Attacks
Published in ArXiv, 2020
Recommended citation: Jagielski, Matthew, Giorgio Severi, Niklas Pousette Harger, and Alina Oprea. "Subpopulation data poisoning attacks." arXiv preprint arXiv:2006.14026 (2020). https://arxiv.org/abs/2006.14026