Benjamin Tan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 78

Top Topics

Reverse Engineer

Machine Learning

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization. ICLR (2024)
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) (2024)
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 (2024)
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) (2024)
Saman Pordanesh, Benjamin Tan
Exploring the Efficacy of Large Language Models (GPT-4) in Binary Reverse Engineering. CoRR (2024)
Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization. CoRR (2024)
Siyu Qiu, Benjamin Tan, Hammond Pearce
Explaining EDA synthesis errors with LLMs. CoRR (2024)
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 (2024)
Luca Collini, Joey Ah-kiow, Christian Pilato, Ramesh Karri, Benjamin Tan
Using Static Analysis for Enhancing HLS Security. IEEE Embed. Syst. Lett. 16 (2) (2024)
Joey Ah-kiow, Benjamin Tan
An Investigation of Hardware Security Bug Characteristics in Open-Source Projects. CoRR (2024)
Anudeep Dharavathu, Benjamin Tan
Investigating the Feasibility of eFPGA-based Hardware Patching. IOLTS (2024)
Wei-Kai Liu, Benjamin Tan, Jason M. Fung, Krishnendu Chakrabarty
Theoretical Patchability Quantification for IP-Level Hardware Patching Designs. ASPDAC (2024)
Hammond Pearce, Ramesh Karri, Benjamin Tan
High-Level Approaches to Hardware Security: A Tutorial. ACM Trans. Embed. Comput. Syst. 22 (3) (2023)
Wei-Kai Liu, Benjamin Tan, Jason M. Fung, Krishnendu Chakrabarty
Theoretical Patchability Quantification for IP-Level Hardware Patching Designs. CoRR (2023)
Wei-Kai Liu, Benjamin Tan, Krishnendu Chakrabarty
Monitor Placement for Fault Localization in Deep Neural Network Accelerators. CoRR (2023)
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)
Rahul Kande, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Shailja Thakur, Ramesh Karri, Jeyavijayan Rajendran
LLM-assisted Generation of Hardware Assertions. CoRR (2023)
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) (2023)
Baleegh Ahmad, Benjamin Tan, Ramesh Karri, Hammond Pearce
FLAG: Finding Line Anomalies (in code) with Generative AI. CoRR (2023)
Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt
Examining Zero-Shot Vulnerability Repair with Large Language Models. SP (2023)
Animesh Basak Chowdhury, Jitendra Bhandari, Luca Collini, Ramesh Karri, Benjamin Tan, Siddharth Garg
ConVERTS: Contrastively Learning Structurally InVariant Netlist Representations. MLCAD (2023)
Shailja Thakur, Jason Blocklove, Hammond Pearce, Benjamin Tan, Siddharth Garg, Ramesh Karri
AutoChip: Automating HDL Generation Using LLM Feedback. CoRR (2023)
Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg
INVICTUS: Optimizing Boolean Logic Circuit Synthesis via Synergistic Learning and Search. CoRR (2023)
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)
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 (2023)
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) (2023)
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 (2023)
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 (2023)
Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt
Examining Zero-Shot Vulnerability Repair with Large Language Models. SP (2023)
Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, Hammond Pearce
Fixing Hardware Security Bugs with Large Language Models. CoRR (2023)
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) (2023)
Dominik Sisejkovic, Luca Collini, Benjamin Tan, Christian Pilato, Ramesh Karri, Rainer Leupers
Designing ML-resilient locking at register-transfer level. DAC (2022)
Benjamin Tan
Challenges and Opportunities for Hardware-Assisted Security Improvements in the Field. ISQED (2022)
Kang Liu, Di Wu, Yiru Wang, Dan Feng, Benjamin Tan, Siddharth Garg
Denial-of-Service Attacks on Learned Image Compression. CoRR (2022)
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 (2022)
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 (2022)
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 (2022)
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)
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)
Luca Collini, Benjamin Tan, Christian Pilato, Ramesh Karri
Reconfigurable Logic for Hardware IP Protection: Opportunities and Challenges. ICCAD (2022)
Hammond Pearce, Ramesh Karri, Benjamin Tan
High-Level Approaches to Hardware Security: A Tutorial. CoRR (2022)
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 (2022)
Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions. IEEE Symposium on Security and Privacy (2022)
Dominik Sisejkovic, Luca Collini, Benjamin Tan, Christian Pilato, Ramesh Karri, Rainer Leupers
Designing ML-Resilient Locking at Register-Transfer Level. CoRR (2022)
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) (2022)
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)
Gang Qu, Benjamin Tan, Kuheli Pratihar, Debdeep Mukhopadhyay, Ramesh Karri
Innovation Practices Track: Security in Test and Test for Security. VTS (2022)
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 (2022)
Animesh Basak Chowdhury, Benjamin Tan, Ramesh Karri, Siddharth Garg
OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis. CoRR (2021)
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)
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 (2021)
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 (2021)
Kang Liu, Jeff Jun Zhang, Benjamin Tan, Dan Feng
Can We Trust Machine Learning for Electronic Design Automation? SoCC (2021)
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)
Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri
An Empirical Cybersecurity Evaluation of GitHub Copilot's Code Contributions. CoRR (2021)
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 (2021)
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) (2021)
Kang Liu, Benjamin Tan, Siddharth Garg
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images. AAAI (2021)
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) (2021)
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)
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)
Benjamin Tan, Siddharth Garg, Ramesh Karri, Yuntao Liu, Michael Zuzak, Abhisek Chakraborty, Ankur Srivastava, Omid Aramoon, Qian Xu, Gang Qu, Adam Porter, Jeno Szep, Warren Savage
Invited: Independent Verification and Validation of Security-Aware EDA Tools and IP. DAC (2021)
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) (2021)
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 (2020)
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) (2020)
Kang Liu, Benjamin Tan, Siddharth Garg
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images. CoRR (2020)
Hammond Pearce, Benjamin Tan, Ramesh Karri
DAVE: Deriving Automatically Verilog from English. MLCAD (2020)
Benjamin Tan, Ramesh Karri
Challenges and New Directions for AI and Hardware Security. MWSCAS (2020)
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 (2020)
Hammond Pearce, Benjamin Tan, Ramesh Karri
DAVE: Deriving Automatically Verilog from English. CoRR (2020)
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)
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 (2020)
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)
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 (2019)
Andrew Tzer-Yeu Chen, Benjamin Tan, Kevin I-Kai Wang
Mind the Gap: Insights into Student Perceptions During Peer Assessment of Writing. TALE (2018)
Benjamin Tan, Morteza Biglari-Abhari, Zoran Salcic
Towards decentralized system-level security for MPSoC-based embedded applications. J. Syst. Archit. 80 (2017)
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) (2017)
Benjamin Tan, Morteza Biglari-Abhari, Zoran Salcic
A system-level security approach for heterogeneous MPSoCs. DASIP (2016)