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ORCIDMichael J. De Lucia
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2020 – today
- 2024
[j2]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: 103929 (2024)- [c7]Saleh J. Makkawy, Abdalrahman H. Alblwi, Michael J. De Lucia, Kenneth E. Barner:
Improving Android Malware Detection with Entropy Bytecode-to-Image Encoding Framework. ICCCN 2024: 1-9 - [i3]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 abs/2405.16783 (2024) - 2023
- [j1]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: 118641 (2023) - [c6]Galamo Monkam, Michael J. De Lucia, Nathaniel D. Bastian:
Preprocessing Network Traffic using Topological Data Analysis for Data Poisoning Detection. DSC 2023: 1-8 - 2021
- [c5]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: 31-32 - [c4]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: 3384-3399 - [c3]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: 874-879 - 2020
- [c2]Michael J. De Lucia, Chase Cotton:
A network security classifier defense: against adversarial machine learning attacks. WiseML@WiSec 2020: 67-73 - [i2]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 abs/2009.13250 (2020)
2010 – 2019
- 2019
- [c1]Michael J. De Lucia, Chase Cotton:
Detection of Encrypted Malicious Network Traffic using Machine Learning. MILCOM 2019: 1-6 - [i1]Michael J. De Lucia, Allison Newcomb, Alexander Kott:
Features and Operation of an Autonomous Agent for Cyber Defense. CoRR abs/1905.05253 (2019)
Coauthor Index
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