Research

@article{mcloon2025performance,

title = {A Performance Comparison of Multi-Agent Reinforcement Learning Algorithms using PyMARL2},

author = {Connor McLoon and Stephen E. Wormald and Olivia P. Dizon-Paradis and Damon L. Woodard},

url = {http://dx.doi.org/10.32473/ufjur.27.138769},

doi = {10.32473/ufjur.27.138769},

issn = {2638-0668},

year  = {2025},

date = {2025-11-01},

journal = {UF Journal of Undergraduate Research},

volume = {27},

publisher = {University of Florida George A Smathers Libraries},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wu2025protecting,

title = {Protecting Dynamically Obfuscated Scan Chain Architecture from DOSCrack with Trivium Pseudo-Random Number Generation},

author = {Jiaming Wu and Olivia Dizon-Paradis and Sazadur Rahman and Damon L. Woodard and Domenic Forte},

url = {http://dx.doi.org/10.3390/cryptography9010006},

doi = {10.3390/cryptography9010006},

issn = {2410-387X},

year  = {2025},

date = {2025-01-01},

journal = {Cryptography},

volume = {9},

number = {1},

pages = {6},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dizon2025ic,

title = {IC SEM Reverse Engineering Tutorial Using Artificial Intelligence},

author = {Olivia P. Dizon-Paradis and David S. Koblah and Ronald Wilson and Domenic Forte and Damon L. Woodard},

url = {http://dx.doi.org/10.1109/mdat.2025.3543464},

doi = {10.1109/MDAT.2025.3543464},

year  = {2025},

date = {2025-01-01},

journal = {IEEE Design & Test},

volume = {42},

number = {4},

pages = {59-68},

publisher = {Institute of Electrical and Electronics Engineers (IEEE)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wormald2024abstracting,

title = {Abstracting general syntax for XAI after decomposing explanation sub-components},

author = {Stephen Wormald and Matheus Kunzler Maldaner and Kristian D O’Connor and Olivia P Dizon-Paradis and Damon L Woodard},

doi = {10.1007/s10462-025-11216-8},

year  = {2025},

date = {2025-01-01},

journal = {Artificial Intelligence Review},

volume = {58},

number = {8},

pages = {247},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ghosh2024magnifies,

title = {MaGNIFIES: Manageable GAN Image Augmentation Framework for Inspection of Electronic Systems},

author = {Pallabi Ghosh and Gijung Lee and Mengdi Zhu and Olivia P. Dizon-Paradis and Ulbert J. Botero and Damon L. Woodard and Domenic Forte},

url = {http://dx.doi.org/10.1007/s41635-024-00145-7},

doi = {10.1007/s41635-024-00145-7},

issn = {2509-3436},

year  = {2024},

date = {2024-02-01},

journal = {Journal of Hardware and Systems Security},

volume = {8},

number = {1},

pages = {44–59},

publisher = {Springer Science and Business Media LLC},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{swarup2024maximizing,

title = {Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities},

author = {Anushka Swarup and Avanti Bhandarkar and Olivia P. Dizon-Paradis and Ronald Wilson and Damon L. Woodard},

url = {http://dx.doi.org/10.1109/access.2024.3494737},

doi = {10.1109/access.2024.3494737},

issn = {2169-3536},

year  = {2024},

date = {2024-01-01},

journal = {IEEE Access},

volume = {12},

pages = {167655–167682},

publisher = {Institute of Electrical and Electronics Engineers (IEEE)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dizon2024resource,

title = {Resource Usage Evaluation of Discrete Model-Free Deep Reinforcement Learning Algorithms},

author = {Olivia P. Dizon-Paradis and Stephen E. Wormald and Daniel E. Capecci and Avanti Bhandarkar and Damon L. Woodard},

doi = {10.5281/zenodo.13899776},

year  = {2024},

date = {2024-01-01},

journal = {Reinforcement Learning Journal},

volume = {5},

pages = {2162–2177},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{koblah2023fast,

title = {A Fast Object Detection-Based Framework for Via Modeling on PCB X-Ray CT Images},

author = {David Selasi Koblah and Ulbert J. Botero and Sean P. Costello and Olivia P. Dizon-Paradis and Fatemeh Ganji and Damon L. Woodard and Domenic Forte},

url = {http://dx.doi.org/10.1145/3606948},

doi = {10.1145/3606948},

issn = {1550-4840},

year  = {2023},

date = {2023-10-01},

journal = {ACM Journal on Emerging Technologies in Computing Systems},

volume = {19},

number = {4},

pages = {1–20},

publisher = {Association for Computing Machinery (ACM)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{koblah2023comprehensive,

title = {A Comprehensive Taxonomy of Visual Printed Circuit Board Defects},

author = {David Selasi Koblah and Olivia P. Dizon-Paradis and Justin Schubeck and Ulbert J. Botero and Damon L. Woodard and Domenic Forte},

url = {http://dx.doi.org/10.1007/s41635-023-00132-4},

doi = {10.1007/s41635-023-00132-4},

issn = {2509-3436},

year  = {2023},

date = {2023-04-01},

journal = {Journal of Hardware and Systems Security},

volume = {7},

number = {2–3},

pages = {25–43},

publisher = {Springer Science and Business Media LLC},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{jessurun2023fpic,

title = {FPIC: A Novel Semantic Dataset for Optical PCB Assurance},

author = {Nathan Jessurun and Olivia P. Dizon-Paradis and Jacob Harrison and Shajib Ghosh and Mark M. Tehranipoor and Damon L. Woodard and Navid Asadizanjani},

url = {http://dx.doi.org/10.1145/3588032},

doi = {10.1145/3588032},

issn = {1550-4840},

year  = {2023},

date = {2023-04-01},

journal = {ACM Journal on Emerging Technologies in Computing Systems},

volume = {19},

number = {2},

pages = {1–21},

publisher = {Association for Computing Machinery (ACM)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{koblah2023survey,

title = {A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation},

author = {David Koblah and Rabin Acharya and Daniel Capecci and Olivia Dizon-Paradis and Shahin Tajik and Fatemeh Ganji and Damon Woodard and Domenic Forte},

url = {http://dx.doi.org/10.1145/3563391},

doi = {10.1145/3563391},

issn = {1557-7309},

year  = {2023},

date = {2023-03-01},

journal = {ACM Transactions on Design Automation of Electronic Systems},

volume = {28},

number = {2},

pages = {1–57},

publisher = {Association for Computing Machinery (ACM)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wilson2023secure,

title = {SECURE: A Segmentation Quality Evaluation Metric on SEM Images for Reverse Engineering on Integrated Circuits},

author = {Ronald Wilson and Olivia P. Dizon-Paradis and Domenic Forte and Damon L. Woodard},

url = {http://dx.doi.org/10.1109/access.2023.3340618},

doi = {10.1109/access.2023.3340618},

issn = {2169-3536},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Access},

volume = {11},

pages = {137798–137809},

publisher = {Institute of Electrical and Electronics Engineers (IEEE)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{azhagan2021why,

title = {Why Is Deep Learning Challenging for Printed Circuit Board (PCB) Component Recognition and How Can We Address It?},

author = {Mukhil Azhagan Mallaiyan Sathiaseelan and Olivia P. Paradis and Shayan Taheri and Navid Asadizanjani},

url = {http://dx.doi.org/10.3390/cryptography5010009},

doi = {10.3390/cryptography5010009},

issn = {2410-387X},

year  = {2021},

date = {2021-03-01},

journal = {Cryptography},

volume = {5},

number = {1},

pages = {9},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mehta2020big,

title = {The Big Hack Explained: Detection and Prevention of PCB Supply Chain Implants},

author = {Dhwani Mehta and Hangwei Lu and Olivia P. Paradis and Mukhil Azhagan M. S. and M. Tanjidur Rahman and Yousef Iskander and Praveen Chawla and Damon L. Woodard and Mark Tehranipoor and Navid Asadizanjani},

url = {http://dx.doi.org/10.1145/3401980},

doi = {10.1145/3401980},

issn = {1550-4840},

year  = {2020},

date = {2020-08-01},

journal = {ACM Journal on Emerging Technologies in Computing Systems},

volume = {16},

number = {4},

pages = {1–25},

publisher = {Association for Computing Machinery (ACM)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{jessurun2020component,

title = {Component Detection and Evaluation Framework (CDEF): A Semantic Annotation Tool},

author = {Nathan Jessurun and Olivia Paradis and Alexandra Roberts and Navid Asadizanjani},

url = {http://dx.doi.org/10.1017/s1431927620018243},

doi = {10.1017/s1431927620018243},

issn = {1435-8115},

year  = {2020},

date = {2020-07-01},

journal = {Microscopy and Microanalysis},

volume = {26},

number = {S2},

pages = {1470–1474},

publisher = {Oxford University Press (OUP)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{varshney2020he,

title = {He-ion Beam Imaging for Accurate Hardware Trojan Detection},

author = {Nitin Varshney and Haoting Shen and Olivia Paradis and Navid Asadizanjani},

url = {http://dx.doi.org/10.1017/s1431927620013732},

doi = {10.1017/s1431927620013732},

issn = {1435-8115},

year  = {2020},

date = {2020-07-01},

journal = {Microscopy and Microanalysis},

volume = {26},

number = {S2},

pages = {188–190},

publisher = {Oxford University Press (OUP)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}