Michael J. De Lucia

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Intrusion Detection

Network Traffic

Machine Learning

Top Venues

Publications

Galamo Monkam, Michael J. De Lucia, Nathaniel D. Bastian
A topological data analysis approach for detecting data poisoning attacks against machine learning based network intrusion detection systems. Comput. Secur. 144 (2024)
Yuzhou Nie, Yanting Wang, Jinyuan Jia, Michael J. De Lucia, Nathaniel D. Bastian, Wenbo Guo, Dawn Song
TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models. CoRR (2024)
David A. Bierbrauer, Michael J. De Lucia, Krishna Reddy, Paul Maxwell, Nathaniel D. Bastian
Transfer learning for raw network traffic detection. Expert Syst. Appl. 211 (2023)
Galamo Monkam, Michael J. De Lucia, Nathaniel D. Bastian
Preprocessing Network Traffic using Topological Data Analysis for Data Poisoning Detection. DSC (2023)
Zhongjie Wang, Shitong Zhu, Keyu Man, Pengxiong Zhu, Yu Hao, Zhiyun Qian, Srikanth V. Krishnamurthy, Tom La Porta, Michael J. De Lucia
Themis: Ambiguity-Aware Network Intrusion Detection based on Symbolic Model Comparison. MTD@CCS (2021)
Sridhar Venkatesan, Harshvardhan Sikka, Rauf Izmailov, Ritu Chadha, Alina Oprea, Michael J. De Lucia
Poisoning Attacks and Data Sanitization Mitigations for Machine Learning Models in Network Intrusion Detection Systems. MILCOM (2021)
Zhongjie Wang, Shitong Zhu, Keyu Man, Pengxiong Zhu, Yu Hao, Zhiyun Qian, Srikanth V. Krishnamurthy, Tom La Porta, Michael J. De Lucia
Themis: Ambiguity-Aware Network Intrusion Detection based on Symbolic Model Comparison. CCS (2021)
Tyler J. Shipp, Daniel J. Clouse, Michael J. De Lucia, Metin B. Ahiskali, Kai Steverson, Jonathan M. Mullin, Nathaniel D. Bastian
Advancing the Research and Development of Assured Artificial Intelligence and Machine Learning Capabilities. CoRR (2020)
Michael J. De Lucia, Chase Cotton
A network security classifier defense: against adversarial machine learning attacks. WiseML@WiSec (2020)
Michael J. De Lucia, Chase Cotton
Detection of Encrypted Malicious Network Traffic using Machine Learning. MILCOM (2019)
Michael J. De Lucia, Allison Newcomb, Alexander Kott
Features and Operation of an Autonomous Agent for Cyber Defense. CoRR (2019)