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
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
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