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ORCIDBenjamin Tan 0001
Person information
- affiliation: University of Calgary, Canada
- affiliation (former): New York University, USA
- affiliation (former): University of Auckland, New Zealand
Other persons with the same name
- Benjamin Tan 0002 — National University of Singapore, Singapore
- Benjamin Tan 0003 — SANNO University, Japan
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2020 – today
- 2025
[j17]Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri:
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions. Commun. ACM 68(2): 96-105 (2025)- 2024
- [j16]Luca Collini
, Joey Ah-kiow, Christian Pilato, Ramesh Karri, Benjamin Tan:
Using Static Analysis for Enhancing HLS Security. IEEE Embed. Syst. Lett. 16(2): 166-169 (2024) - [j15]Kang Liu, Di Wu, Yangyu Wu, Yiru Wang, Dan Feng, Benjamin Tan, Siddharth Garg:
Manipulation Attacks on Learned Image Compression. IEEE Trans. Artif. Intell. 5(6): 3083-3097 (2024) - [j14]Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, Hammond Pearce:
On Hardware Security Bug Code Fixes by Prompting Large Language Models. IEEE Trans. Inf. Forensics Secur. 19: 4043-4057 (2024) - [j13]Rahul Kande, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Shailja Thakur, Ramesh Karri, Jeyavijayan Rajendran:
(Security) Assertions by Large Language Models. IEEE Trans. Inf. Forensics Secur. 19: 4374-4389 (2024) - [j12]Shailja Thakur, Baleegh Ahmad, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri, Siddharth Garg:
VeriGen: A Large Language Model for Verilog Code Generation. ACM Trans. Design Autom. Electr. Syst. 29(3): 46:1-46:31 (2024) - [c32]Wei-Kai Liu, Benjamin Tan, Jason M. Fung, Krishnendu Chakrabarty:
Theoretical Patchability Quantification for IP-Level Hardware Patching Designs. ASPDAC 2024: 951-956 - [c31]Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg:
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization. ICLR 2024 - [c30]Anudeep Dharavathu, Benjamin Tan:
Investigating the Feasibility of eFPGA-based Hardware Patching. IOLTS 2024: 1-7 - [c29]Ross Porter, Morteza Biglari-Abhari, Benjamin Tan, Duleepa J. Thrimawithana:
Extending ISO 15118-20 EV Charging: Preventing Downgrade Attacks and Enabling New Security Capabilities. PST 2024: 1-9 - [i34]Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg:
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization. CoRR abs/2401.12205 (2024) - [i33]Joey Ah-kiow, Benjamin Tan:
An Investigation of Hardware Security Bug Characteristics in Open-Source Projects. CoRR abs/2402.00684 (2024) - [i32]Siyu Qiu, Benjamin Tan, Hammond Pearce:
Explaining EDA synthesis errors with LLMs. CoRR abs/2404.07235 (2024) - [i31]Saman Pordanesh, Benjamin Tan:
Exploring the Efficacy of Large Language Models (GPT-4) in Binary Reverse Engineering. CoRR abs/2406.06637 (2024) - [i30]Benjamin Tan:
The Quest to Build Trust Earlier in Digital Design. CoRR abs/2409.05832 (2024) - [i29]Jason Blocklove, Shailja Thakur, Benjamin Tan, Hammond Pearce, Siddharth Garg, Ramesh Karri:
Can EDA Tool Feedback Improve Verilog Generation by LLMs? CoRR abs/2411.11856 (2024) - 2023
- [j11]Wei-Kai Liu, Benjamin Tan, Jason M. Fung, Ramesh Karri, Krishnendu Chakrabarty:
Hardware-Supported Patching of Security Bugs in Hardware IP Blocks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(1): 54-67 (2023) - [j10]Animesh Basak Chowdhury, Benjamin Tan, Ryan Carey, Tushit Jain, Ramesh Karri, Siddharth Garg:
Bulls-Eye: Active Few-Shot Learning Guided Logic Synthesis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(8): 2580-2590 (2023) - [j9]Hammond Pearce, Ramesh Karri, Benjamin Tan:
High-Level Approaches to Hardware Security: A Tutorial. ACM Trans. Embed. Comput. Syst. 22(3): 45:1-45:40 (2023) - [j8]Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Christian Pilato, Ganesh Gore, Xifan Tang, Scott Temple, Pierre-Emmanuel Gaillardon, Ramesh Karri:
Not All Fabrics Are Created Equal: Exploring eFPGA Parameters for IP Redaction. IEEE Trans. Very Large Scale Integr. Syst. 31(10): 1459-1471 (2023) - [c28]Animesh Basak Chowdhury, Lilas Alrahis, Luca Collini, Johann Knechtel, Ramesh Karri, Siddharth Garg, Ozgur Sinanoglu, Benjamin Tan:
ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning. DAC 2023: 1-6 - [c27]Shailja Thakur, Baleegh Ahmad, Zhenxing Fan, Hammond Pearce, Benjamin Tan, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg:
Benchmarking Large Language Models for Automated Verilog RTL Code Generation. DATE 2023: 1-6 - [c26]Animesh Basak Chowdhury, Jitendra Bhandari, Luca Collini, Ramesh Karri, Benjamin Tan, Siddharth Garg:
ConVERTS: Contrastively Learning Structurally InVariant Netlist Representations. MLCAD 2023: 1-6 - [c25]Sufiyan Bukhari, Benjamin Tan, Lorenzo De Carli:
Distinguishing AI- and Human-Generated Code: A Case Study. SCORED@CCS 2023: 17-25 - [c24]Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt:
Examining Zero-Shot Vulnerability Repair with Large Language Models. SP 2023: 2339-2356 - [c23]Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt:
Examining Zero-Shot Vulnerability Repair with Large Language Models. SP 2023: 2339-2356 - [c22]Mitra Mirshafee, Ann Barcomb, Benjamin Tan:
Advancing Smart Cities Through Novel Social Media Text Analysis: A Case Study of Calgary. SSCI 2023: 1012-1017 - [i28]Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, Hammond Pearce:
Fixing Hardware Security Bugs with Large Language Models. CoRR abs/2302.01215 (2023) - [i27]Animesh Basak Chowdhury, Lilas Alrahis, Luca Collini, Johann Knechtel, Ramesh Karri, Siddharth Garg, Ozgur Sinanoglu, Benjamin Tan:
ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning. CoRR abs/2303.03372 (2023) - [i26]Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg:
INVICTUS: Optimizing Boolean Logic Circuit Synthesis via Synergistic Learning and Search. CoRR abs/2305.13164 (2023) - [i25]Baleegh Ahmad, Benjamin Tan, Ramesh Karri, Hammond Pearce:
FLAG: Finding Line Anomalies (in code) with Generative AI. CoRR abs/2306.12643 (2023) - [i24]Rahul Kande, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Shailja Thakur, Ramesh Karri, Jeyavijayan Rajendran:
LLM-assisted Generation of Hardware Assertions. CoRR abs/2306.14027 (2023) - [i23]Shailja Thakur, Baleegh Ahmad, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri, Siddharth Garg:
VeriGen: A Large Language Model for Verilog Code Generation. CoRR abs/2308.00708 (2023) - [i22]Akshaj Kumar Veldanda, Fabian Grob, Shailja Thakur, Hammond Pearce, Benjamin Tan, Ramesh Karri, Siddharth Garg:
Are Emily and Greg Still More Employable than Lakisha and Jamal? Investigating Algorithmic Hiring Bias in the Era of ChatGPT. CoRR abs/2310.05135 (2023) - [i21]Wei-Kai Liu, Benjamin Tan, Jason M. Fung, Krishnendu Chakrabarty:
Theoretical Patchability Quantification for IP-Level Hardware Patching Designs. CoRR abs/2311.03818 (2023) - [i20]Shailja Thakur, Jason Blocklove, Hammond Pearce, Benjamin Tan, Siddharth Garg, Ramesh Karri:
AutoChip: Automating HDL Generation Using LLM Feedback. CoRR abs/2311.04887 (2023) - 2022
- [j7]Animesh Basak Chowdhury, Benjamin Tan, Siddharth Garg, Ramesh Karri:
Robust Deep Learning for IC Test Problems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(1): 183-195 (2022) - [c21]Dominik Sisejkovic, Luca Collini, Benjamin Tan, Christian Pilato, Ramesh Karri, Rainer Leupers:
Designing ML-resilient locking at register-transfer level. DAC 2022: 769-774 - [c20]Chiara Muscari Tomajoli, Luca Collini, Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Xifan Tang, Pierre-Emmanuel Gaillardon, Ramesh Karri, Christian Pilato:
ALICE: an automatic design flow for eFPGA redaction. DAC 2022: 781-786 - [c19]Christian Pilato, Donatella Sciuto, Benjamin Tan, Siddharth Garg, Ramesh Karri:
High-level design methods for hardware security: is it the right choice? invited. DAC 2022: 1375-1378 - [c18]Luca Collini, Benjamin Tan, Christian Pilato, Ramesh Karri:
Reconfigurable Logic for Hardware IP Protection: Opportunities and Challenges. ICCAD 2022: 131:1-131:7 - [c17]Baleegh Ahmad, Wei-Kai Liu, Luca Collini, Hammond Pearce, Jason M. Fung, Jonathan Valamehr, Mohammad Bidmeshki, Piotr Sapiecha, Steve Brown, Krishnendu Chakrabarty, Ramesh Karri, Benjamin Tan:
Don't CWEAT It: Toward CWE Analysis Techniques in Early Stages of Hardware Design. ICCAD 2022: 157:1-157:9 - [c16]Benjamin Tan:
Challenges and Opportunities for Hardware-Assisted Security Improvements in the Field. ISQED 2022: 90-95 - [c15]Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri:
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions. SP 2022: 754-768 - [c14]Gang Qu, Benjamin Tan, Kuheli Pratihar, Debdeep Mukhopadhyay, Ramesh Karri:
Innovation Practices Track: Security in Test and Test for Security. VTS 2022: 1 - [d2]Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt:
Code and Dataset for "Examining Zero-Shot Vulnerability Repair with Large Language Models". Zenodo, 2022
- [i19]Hammond Pearce, Benjamin Tan, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Brendan Dolan-Gavitt:
Pop Quiz! Can a Large Language Model Help With Reverse Engineering? CoRR abs/2202.01142 (2022) - [i18]Dominik Sisejkovic, Luca Collini, Benjamin Tan, Christian Pilato, Ramesh Karri, Rainer Leupers:
Designing ML-Resilient Locking at Register-Transfer Level. CoRR abs/2203.05399 (2022) - [i17]Animesh Basak Chowdhury, Benjamin Tan, Ryan Carey, Tushit Jain, Ramesh Karri, Siddharth Garg:
Too Big to Fail? Active Few-Shot Learning Guided Logic Synthesis. CoRR abs/2204.02368 (2022) - [i16]Chiara Muscari Tomajoli, Luca Collini, Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Xifan Tang, Pierre-Emmanuel Gaillardon, Ramesh Karri, Christian Pilato:
ALICE: An Automatic Design Flow for eFPGA Redaction. CoRR abs/2205.07425 (2022) - [i15]Kang Liu, Di Wu, Yiru Wang, Dan Feng, Benjamin Tan, Siddharth Garg:
Denial-of-Service Attacks on Learned Image Compression. CoRR abs/2205.13253 (2022) - [i14]Hammond Pearce, Ramesh Karri, Benjamin Tan:
High-Level Approaches to Hardware Security: A Tutorial. CoRR abs/2207.10466 (2022) - [i13]Baleegh Ahmad, Wei-Kai Liu, Luca Collini, Hammond Pearce, Jason M. Fung, Jonathan Valamehr, Mohammad Bidmeshki, Piotr Sapiecha, Steve Brown, Krishnendu Chakrabarty, Ramesh Karri, Benjamin Tan:
Don't CWEAT It: Toward CWE Analysis Techniques in Early Stages of Hardware Design. CoRR abs/2209.01291 (2022) - [i12]Shailja Thakur, Baleegh Ahmad, Zhenxing Fan, Hammond Pearce, Benjamin Tan, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg:
Benchmarking Large Language Models for Automated Verilog RTL Code Generation. CoRR abs/2212.11140 (2022) - 2021
- [j6]Benjamin Tan, Rana Elnaggar, Jason M. Fung, Ramesh Karri, Krishnendu Chakrabarty:
Toward Hardware-Based IP Vulnerability Detection and Post-Deployment Patching in Systems-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(6): 1158-1171 (2021) - [j5]Kang Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg:
Training Data Poisoning in ML-CAD: Backdooring DL-Based Lithographic Hotspot Detectors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(6): 1244-1257 (2021) - [j4]Kang Liu, Benjamin Tan, Gaurav Rajavendra Reddy, Siddharth Garg, Yiorgos Makris, Ramesh Karri:
Bias Busters: Robustifying DL-Based Lithographic Hotspot Detectors Against Backdooring Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(10): 2077-2089 (2021) - [c13]Kang Liu, Benjamin Tan, Siddharth Garg:
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images. AAAI 2021: 14849-14856 - [c12]Haoyu Yang, Shifan Zhang, Kang Liu, Siting Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg, Bei Yu, Evangeline F. Y. Young:
Attacking a CNN-based Layout Hotspot Detector Using Group Gradient Method. ASP-DAC 2021: 885-891 - [c11]Akshaj Kumar Veldanda, Kang Liu, Benjamin Tan, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg:
NNoculation: Catching BadNets in the Wild. AISec@CCS 2021: 49-60 - [c10]Benjamin Tan, Siddharth Garg, Ramesh Karri, Yuntao Liu, Michael Zuzak, Abhisek Chakraborty, Ankur Srivastava, Omid Aramoon, Qian Xu, Gang Qu, Adam A. Porter, Jeno Szep, Warren Savage:
Invited: Independent Verification and Validation of Security-Aware EDA Tools and IP. DAC 2021: 1299-1302 - [c9]Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Christian Pilato, Ganesh Gore, Xifan Tang, Scott Temple, Pierre-Emmanuel Gaillardon, Ramesh Karri:
Exploring eFPGA-based Redaction for IP Protection. ICCAD 2021: 1-9 - [c8]Kang Liu, Jeff Jun Zhang, Benjamin Tan, Dan Feng:
Can We Trust Machine Learning for Electronic Design Automation? SoCC 2021: 135-140 - [c7]Hussam Amrouch, Animesh Basak Chowdhury, Wentian Jin, Ramesh Karri, Farshad Khorrami, Prashanth Krishnamurthy, Ilia Polian, Victor M. van Santen, Benjamin Tan, Sheldon X.-D. Tan:
Special Session: Machine Learning for Semiconductor Test and Reliability. VTS 2021: 1-11 - [d1]Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri:
Copilot CWE Scenarios Dataset. Zenodo, 2021 - [i11]Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri:
An Empirical Cybersecurity Evaluation of GitHub Copilot's Code Contributions. CoRR abs/2108.09293 (2021) - [i10]Animesh Basak Chowdhury, Benjamin Tan, Ramesh Karri, Siddharth Garg:
OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis. CoRR abs/2110.11292 (2021) - [i9]Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Christian Pilato, Ganesh Gore, Xifan Tang, Scott Temple, Pierre-Emmanuel Gaillardon, Ramesh Karri:
Exploring eFPGA-based Redaction for IP Protection. CoRR abs/2110.13346 (2021) - [i8]Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Christian Pilato, Ganesh Gore, Xifan Tang, Scott Temple, Pierre-Emmanuel Gaillardon, Ramesh Karri:
Not All Fabrics Are Created Equal: Exploring eFPGA Parameters For IP Redaction. CoRR abs/2111.04222 (2021) - [i7]Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt:
Can OpenAI Codex and Other Large Language Models Help Us Fix Security Bugs? CoRR abs/2112.02125 (2021) - 2020
- [j3]Kang Liu, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg:
Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection. ACM Trans. Design Autom. Electr. Syst. 25(5): 48:1-48:31 (2020) - [c6]Kang Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg:
Poisoning the (Data) Well in ML-Based CAD: A Case Study of Hiding Lithographic Hotspots. DATE 2020: 306-309 - [c5]Hammond Pearce, Benjamin Tan, Ramesh Karri:
DAVE: Deriving Automatically Verilog from English. MLCAD 2020: 27-32 - [c4]Prashanth Krishnamurthy, Animesh Basak Chowdhury, Benjamin Tan, Farshad Khorrami, Ramesh Karri:
Explaining and Interpreting Machine Learning CAD Decisions: An IC Testing Case Study. MLCAD 2020: 129-134 - [c3]Benjamin Tan, Ramesh Karri:
Challenges and New Directions for AI and Hardware Security. MWSCAS 2020: 277-280 - [i6]Akshaj Kumar Veldanda, Kang Liu, Benjamin Tan, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg:
NNoculation: Broad Spectrum and Targeted Treatment of Backdoored DNNs. CoRR abs/2002.08313 (2020) - [i5]Kang Liu, Benjamin Tan, Gaurav Rajavendra Reddy, Siddharth Garg, Yiorgos Makris, Ramesh Karri:
Bias Busters: Robustifying DL-based Lithographic Hotspot Detectors Against Backdooring Attacks. CoRR abs/2004.12492 (2020) - [i4]Benjamin Tan, Ramesh Karri, Nimisha Limaye, Abhrajit Sengupta, Ozgur Sinanoglu, Md. Moshiur Rahman, Swarup Bhunia, Danielle Duvalsaint, Ronald D. Blanton, Amin Rezaei, Yuanqi Shen, Hai Zhou, Leon Li, Alex Orailoglu, Zhaokun Han, Austin Benedetti, Luciano Brignone, Muhammad Yasin, Jeyavijayan Rajendran, Michael Zuzak, Ankur Srivastava, Ujjwal Guin, Chandan Karfa, Kanad Basu, Vivek V. Menon, Matthew French, Peilin Song, Franco Stellari, Gi-Joon Nam, Peter Gadfort, Alric Althoff, Joseph Tostenrude, Saverio Fazzari, Eric Breckenfeld, Kenneth Plaks:
Benchmarking at the Frontier of Hardware Security: Lessons from Logic Locking. CoRR abs/2006.06806 (2020) - [i3]Hammond Pearce, Benjamin Tan, Ramesh Karri:
DAVE: Deriving Automatically Verilog from English. CoRR abs/2009.01026 (2020) - [i2]Kang Liu, Benjamin Tan, Siddharth Garg:
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images. CoRR abs/2009.09283 (2020)
2010 – 2019
- 2019
- [i1]Kang Liu, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg:
Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection. CoRR abs/1906.10773 (2019) - 2018
- [c2]Andrew Tzer-Yeu Chen, Benjamin Tan, Kevin I-Kai Wang:
Mind the Gap: Insights into Student Perceptions During Peer Assessment of Writing. TALE 2018: 161-168 - 2017
- [j2]Benjamin Tan, Morteza Biglari-Abhari, Zoran Salcic:
Towards decentralized system-level security for MPSoC-based embedded applications. J. Syst. Archit. 80: 41-55 (2017) - [j1]Benjamin Tan, Morteza Biglari-Abhari, Zoran Salcic:
An Automated Security-Aware Approach for Design of Embedded Systems on MPSoC. ACM Trans. Embed. Comput. Syst. 16(5s): 143:1-143:20 (2017) - 2016
- [c1]Benjamin Tan, Morteza Biglari-Abhari, Zoran Salcic:
A system-level security approach for heterogeneous MPSoCs. DASIP 2016: 74-81
Coauthor Index
[j17] [j16] [j14] [j13] [j12] [c31] [i34] [i29] [j11] [j10] [j9] [j8] [c28] [c27] [c26] [c24] [c23] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i20] [j7] [c21] [c20] [c19] [c18] [c17] [c15] [c14] [d2] [i19] [i18] [i17] [i16] [i14] [i13] [i12] [j6] [j5] [j4] [c12] [c11] [c10] [c9] [c7] [d1] [i11] [i10] [i9] [i8] [i7] [j3] [c6] [c5] [c4] [c3] [i6] [i5] [i4] [i3] [i1]
Hammond A. Pearce
aka: Hammond Pearce
aka: Hammond Pearce
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