Benjamin Tan

104 papers A* 11A 5B 1C 2Misc 2Journal 64Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Runtime Fault Localization in Deep Neural Network Accelerators.
ACM Trans. Design Autom. Electr. Syst.
Wei-Kai Liu, Jonti Talukdar, Benjamin Tan, Krishnendu Chakrabarty
2025 J jnl
ARIANNA: An Automatic Design Flow for Fabric Customization and eFPGA Redaction.
CoRR
Luca Collini, Jitendra Bhandari, Chiara Muscari Tomajoli, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Xifan Tang, Pierre-Emmanuel Gaillardon, Ramesh Karri, Christian Pilato
2025 J jnl
ARIANNA: An Automatic Design Flow for Fabric Customization and eFPGA Redaction.
ACM Trans. Design Autom. Electr. Syst.
Luca Collini, Jitendra Bhandari, Chiara Muscari Tomajoli, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Xifan Tang, Pierre-Emmanuel Gaillardon, Ramesh Karri, Christian Pilato
2025 — conf
Adding Context to LLM-Guided Verilog Repair.
ISQED
Abdelrahman Elnaggar, Benjamin Tan
2025 J jnl
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions.
Commun. ACM
Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri
2025 J jnl
Automatically Improving LLM-based Verilog Generation using EDA Tool Feedback.
ACM Trans. Design Autom. Electr. Syst.
Jason Blocklove, Shailja Thakur, Benjamin Tan, Hammond Pearce, Siddharth Garg, Ramesh Karri
2025 — conf
Evaluating LLM-Based Communicative Agents for Verilog Design.
ISQED
Parker Link, Benjamin Tan
2025 J jnl
FLAG: Finding Line Anomalies (in RTL code) with Generative AI.
ACM Trans. Design Autom. Electr. Syst.
Baleegh Ahmad, Joey Ah-kiow, Benjamin Tan, Ramesh Karri, Hammond Pearce
2025 J jnl
Hardware Design and Security Needs Attention: From Survey to Path Forward.
CoRR
Sujan Ghimire, Muhtasim Alam Chowdhury, Banafsheh Saber Latibari, Muntasir Mamun, Jaeden Wolf Carpenter, Benjamin Tan, Hammond Pearce, Pratik Satam, Soheil Salehi
2025 — conf
Hiding in Plain Sight: On the Robustness of AI-Generated Code Detection.
DIMVA (2)
Saman Pordanesh, Sufiyan Bukhari, Benjamin Tan, Lorenzo De Carli
2025 A* conf
Identifying System-on-Chip Security Assets with Structure-Based Analysis.
DAC
Wei-Kai Liu, Benjamin Tan, Krishnendu Chakrabarty
2025 J jnl
Interpretable CNN-Based Lithographic Hotspot Detection Through Error Marker Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Haoyang Sun, Cong Jiang, Xun Ye, Dan Feng, Benjamin Tan, Yuzhe Ma, Kang Liu
2025 J jnl
LASHED: LLMs And Static Hardware Analysis for Early Detection of RTL Bugs.
CoRR
Baleegh Ahmad, Hammond Pearce, Ramesh Karri, Benjamin Tan
2025 J jnl
LithoExp: Explainable Two-stage CNN-based Lithographic Hotspot Detection with Layout Defect Localization.
ACM Trans. Design Autom. Electr. Syst.
Cong Jiang, Haoyang Sun, Dan Feng, Zhiyao Xie, Benjamin Tan, Kang Liu
2025 J jnl
Patchability-Driven Design Exploration for System-on-Chip Patching Architectures.
ACM Trans. Design Autom. Electr. Syst.
Wei-Kai Liu, Benjamin Tan, Krishnendu Chakrabarty
2025 J jnl
Scaling Attacks on Large Logic-Locked Designs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Abdul Khader Thalakkattu Moosa, Benjamin Tan, Ramesh Karri
2025 — conf
Toward Automated Potential Primary Asset Identification in Verilog Designs.
ISQED
Subroto Kumer Deb Nath, Benjamin Tan
2025 J jnl
Toward Automated Potential Primary Asset Identification in Verilog Designs.
CoRR
Subroto Kumer Deb Nath, Benjamin Tan
2025 — conf
Towards LLM-based Root Cause Analysis of Hardware Design Failures.
COINS
Siyu Qiu, Muzhi Wang, Raheel Afsharmazayejani, Mohammad Moradi Shahmiri, Benjamin Tan, Hammond Pearce
2025 J jnl
Towards LLM-based Root Cause Analysis of Hardware Design Failures.
CoRR
Siyu Qiu, Muzhi Wang, Raheel Afsharmazayejani, Mohammad Moradi Shahmiri, Benjamin Tan, Hammond Pearce
2024 J jnl
(Security) Assertions by Large Language Models.
IEEE Trans. Inf. Forensics Secur.
Rahul Kande, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Shailja Thakur, Ramesh Karri, Jeyavijayan Rajendran
2024 J jnl
An Investigation of Hardware Security Bug Characteristics in Open-Source Projects.
CoRR
Joey Ah-kiow, Benjamin Tan
2024 J jnl
Can EDA Tool Feedback Improve Verilog Generation by LLMs?
CoRR
Jason Blocklove, Shailja Thakur, Benjamin Tan, Hammond Pearce, Siddharth Garg, Ramesh Karri
2024 — conf
Effective Runtime Fault Detection for DNN Accelerators.
ATS
Wei-Kai Liu, Jonti Talukdar, Benjamin Tan, Krishnendu Chakrabarty
2024 J jnl
Explaining EDA synthesis errors with LLMs.
CoRR
Siyu Qiu, Benjamin Tan, Hammond Pearce
2024 J jnl
Exploring the Efficacy of Large Language Models (GPT-4) in Binary Reverse Engineering.
CoRR
Saman Pordanesh, Benjamin Tan
2024 C conf
Extending ISO 15118-20 EV Charging: Preventing Downgrade Attacks and Enabling New Security Capabilities.
PST
Ross Porter, Morteza Biglari-Abhari, Benjamin Tan, Duleepa J. Thrimawithana
2024 C conf
Investigating the Feasibility of eFPGA-based Hardware Patching.
IOLTS
Anudeep Dharavathu, Benjamin Tan
2024 — conf
Large Language Models for Hardware Security (Invited, Short Paper).
TPS-ISA
Hammond Pearce, Benjamin Tan
2024 J jnl
Manipulation Attacks on Learned Image Compression.
IEEE Trans. Artif. Intell.
Kang Liu, Di Wu, Yangyu Wu, Yiru Wang, Dan Feng, Benjamin Tan, Siddharth Garg
2024 J jnl
On Hardware Security Bug Code Fixes by Prompting Large Language Models.
IEEE Trans. Inf. Forensics Secur.
Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, Hammond Pearce
2024 A* conf
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization.
ICLR
Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg
2024 J jnl
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization.
CoRR
Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg
2024 J jnl
The Quest to Build Trust Earlier in Digital Design.
CoRR
Benjamin Tan
2024 B conf
Theoretical Patchability Quantification for IP-Level Hardware Patching Designs.
ASPDAC
Wei-Kai Liu, Benjamin Tan, Jason M. Fung, Krishnendu Chakrabarty
2024 J jnl
Using Static Analysis for Enhancing HLS Security.
IEEE Embed. Syst. Lett.
Luca Collini, Joey Ah-kiow, Christian Pilato, Ramesh Karri, Benjamin Tan
2024 J jnl
VeriGen: A Large Language Model for Verilog Code Generation.
ACM Trans. Design Autom. Electr. Syst.
Shailja Thakur, Baleegh Ahmad, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri, Siddharth Garg
2023 A* conf
ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning.
DAC
Animesh Basak Chowdhury, Lilas Alrahis, Luca Collini, Johann Knechtel, Ramesh Karri, Siddharth Garg, Ozgur Sinanoglu, Benjamin Tan
2023 J jnl
ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning.
CoRR
Animesh Basak Chowdhury, Lilas Alrahis, Luca Collini, Johann Knechtel, Ramesh Karri, Siddharth Garg, Ozgur Sinanoglu, Benjamin Tan
2023 — conf
Advancing Smart Cities Through Novel Social Media Text Analysis: A Case Study of Calgary.
SSCI
Mitra Mirshafee, Ann Barcomb, Benjamin Tan
2023 J jnl
Are Emily and Greg Still More Employable than Lakisha and Jamal? Investigating Algorithmic Hiring Bias in the Era of ChatGPT.
CoRR
Akshaj Kumar Veldanda, Fabian Grob, Shailja Thakur, Hammond Pearce, Benjamin Tan, Ramesh Karri, Siddharth Garg
2023 J jnl
AutoChip: Automating HDL Generation Using LLM Feedback.
CoRR
Shailja Thakur, Jason Blocklove, Hammond Pearce, Benjamin Tan, Siddharth Garg, Ramesh Karri
2023 A conf
Benchmarking Large Language Models for Automated Verilog RTL Code Generation.
DATE
Shailja Thakur, Baleegh Ahmad, Zhenxing Fan, Hammond Pearce, Benjamin Tan, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg
2023 J jnl
Bulls-Eye: Active Few-Shot Learning Guided Logic Synthesis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Animesh Basak Chowdhury, Benjamin Tan, Ryan Carey, Tushit Jain, Ramesh Karri, Siddharth Garg
2023 — conf
ConVERTS: Contrastively Learning Structurally InVariant Netlist Representations.
MLCAD
Animesh Basak Chowdhury, Jitendra Bhandari, Luca Collini, Ramesh Karri, Benjamin Tan, Siddharth Garg
2023 — conf
Distinguishing AI- and Human-Generated Code: A Case Study.
SCORED@CCS
Sufiyan Bukhari, Benjamin Tan, Lorenzo De Carli
2023 A* conf
Examining Zero-Shot Vulnerability Repair with Large Language Models.
SP
Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt
2023 A* conf
Examining Zero-Shot Vulnerability Repair with Large Language Models.
SP
Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt
2023 J jnl
FLAG: Finding Line Anomalies (in code) with Generative AI.
CoRR
Baleegh Ahmad, Benjamin Tan, Ramesh Karri, Hammond Pearce
2023 J jnl
Fixing Hardware Security Bugs with Large Language Models.
CoRR
Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, Hammond Pearce
2023 J jnl
Hardware-Supported Patching of Security Bugs in Hardware IP Blocks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Wei-Kai Liu, Benjamin Tan, Jason M. Fung, Ramesh Karri, Krishnendu Chakrabarty
2023 J jnl
High-Level Approaches to Hardware Security: A Tutorial.
ACM Trans. Embed. Comput. Syst.
Hammond Pearce, Ramesh Karri, Benjamin Tan
2023 J jnl
INVICTUS: Optimizing Boolean Logic Circuit Synthesis via Synergistic Learning and Search.
CoRR
Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg
2023 J jnl
LLM-assisted Generation of Hardware Assertions.
CoRR
Rahul Kande, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Shailja Thakur, Ramesh Karri, Jeyavijayan Rajendran
2023 J jnl
Not All Fabrics Are Created Equal: Exploring eFPGA Parameters for IP Redaction.
IEEE Trans. Very Large Scale Integr. Syst.
Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Christian Pilato, Ganesh Gore, Xifan Tang, Scott Temple, Pierre-Emmanuel Gaillardon, Ramesh Karri
2023 J jnl
Theoretical Patchability Quantification for IP-Level Hardware Patching Designs.
CoRR
Wei-Kai Liu, Benjamin Tan, Jason M. Fung, Krishnendu Chakrabarty
2023 J jnl
VeriGen: A Large Language Model for Verilog Code Generation.
CoRR
Shailja Thakur, Baleegh Ahmad, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri, Siddharth Garg
2022 J jnl
ALICE: An Automatic Design Flow for eFPGA Redaction.
CoRR
Chiara Muscari Tomajoli, Luca Collini, Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Xifan Tang, Pierre-Emmanuel Gaillardon, Ramesh Karri, Christian Pilato
2022 A* conf
ALICE: an automatic design flow for eFPGA redaction.
DAC
Chiara Muscari Tomajoli, Luca Collini, Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Xifan Tang, Pierre-Emmanuel Gaillardon, Ramesh Karri, Christian Pilato
2022 A* conf
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions.
SP
Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri
2022 J jnl
Benchmarking Large Language Models for Automated Verilog RTL Code Generation.
CoRR
Shailja Thakur, Baleegh Ahmad, Zhenxing Fan, Hammond Pearce, Benjamin Tan, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg
2022 — conf
Challenges and Opportunities for Hardware-Assisted Security Improvements in the Field.
ISQED
Benjamin Tan
2022 J jnl
Denial-of-Service Attacks on Learned Image Compression.
CoRR
Kang Liu, Di Wu, Yiru Wang, Dan Feng, Benjamin Tan, Siddharth Garg
2022 J jnl
Designing ML-Resilient Locking at Register-Transfer Level.
CoRR
Dominik Sisejkovic, Luca Collini, Benjamin Tan, Christian Pilato, Ramesh Karri, Rainer Leupers
2022 A* conf
Designing ML-resilient locking at register-transfer level.
DAC
Dominik Sisejkovic, Luca Collini, Benjamin Tan, Christian Pilato, Ramesh Karri, Rainer Leupers
2022 A conf
Don't CWEAT It: Toward CWE Analysis Techniques in Early Stages of Hardware Design.
ICCAD
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
2022 J jnl
Don't CWEAT It: Toward CWE Analysis Techniques in Early Stages of Hardware Design.
CoRR
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
2022 J jnl
High-Level Approaches to Hardware Security: A Tutorial.
CoRR
Hammond Pearce, Ramesh Karri, Benjamin Tan
2022 A* conf
High-level design methods for hardware security: is it the right choice? invited.
DAC
Christian Pilato, Donatella Sciuto, Benjamin Tan, Siddharth Garg, Ramesh Karri
2022 Misc conf
Innovation Practices Track: Security in Test and Test for Security.
VTS
Gang Qu, Benjamin Tan, Kuheli Pratihar, Debdeep Mukhopadhyay, Ramesh Karri
2022 J jnl
Pop Quiz! Can a Large Language Model Help With Reverse Engineering?
CoRR
Hammond Pearce, Benjamin Tan, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Brendan Dolan-Gavitt
2022 A conf
Reconfigurable Logic for Hardware IP Protection: Opportunities and Challenges.
ICCAD
Luca Collini, Benjamin Tan, Christian Pilato, Ramesh Karri
2022 J jnl
Robust Deep Learning for IC Test Problems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Animesh Basak Chowdhury, Benjamin Tan, Siddharth Garg, Ramesh Karri
2022 J jnl
Too Big to Fail? Active Few-Shot Learning Guided Logic Synthesis.
CoRR
Animesh Basak Chowdhury, Benjamin Tan, Ryan Carey, Tushit Jain, Ramesh Karri, Siddharth Garg
2021 J jnl
An Empirical Cybersecurity Evaluation of GitHub Copilot's Code Contributions.
CoRR
Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh Karri
2021 — conf
Attacking a CNN-based Layout Hotspot Detector Using Group Gradient Method.
ASP-DAC
Haoyu Yang, Shifan Zhang, Kang Liu, Siting Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg, Bei Yu, Evangeline F. Y. Young
2021 J jnl
Bias Busters: Robustifying DL-Based Lithographic Hotspot Detectors Against Backdooring Attacks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Kang Liu, Benjamin Tan, Gaurav Rajavendra Reddy, Siddharth Garg, Yiorgos Makris, Ramesh Karri
2021 J jnl
Can OpenAI Codex and Other Large Language Models Help Us Fix Security Bugs?
CoRR
Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt
2021 — conf
Can We Trust Machine Learning for Electronic Design Automation?
SoCC
Kang Liu, Jeff Jun Zhang, Benjamin Tan, Dan Feng
2021 A conf
Exploring eFPGA-based Redaction for IP Protection.
ICCAD
Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Christian Pilato, Ganesh Gore, Xifan Tang, Scott Temple, Pierre-Emmanuel Gaillardon, Ramesh Karri
2021 J jnl
Exploring eFPGA-based Redaction for IP Protection.
CoRR
Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Christian Pilato, Ganesh Gore, Xifan Tang, Scott Temple, Pierre-Emmanuel Gaillardon, Ramesh Karri
2021 A* conf
Invited: Independent Verification and Validation of Security-Aware EDA Tools and IP.
DAC
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
2021 — conf
NNoculation: Catching BadNets in the Wild.
AISec@CCS
Akshaj Kumar Veldanda, Kang Liu, Benjamin Tan, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg
2021 J jnl
Not All Fabrics Are Created Equal: Exploring eFPGA Parameters For IP Redaction.
CoRR
Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Christian Pilato, Ganesh Gore, Xifan Tang, Scott Temple, Pierre-Emmanuel Gaillardon, Ramesh Karri
2021 J jnl
OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis.
CoRR
Animesh Basak Chowdhury, Benjamin Tan, Ramesh Karri, Siddharth Garg
2021 Misc conf
Special Session: Machine Learning for Semiconductor Test and Reliability.
VTS
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
2021 A* conf
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images.
AAAI
Kang Liu, Benjamin Tan, Siddharth Garg
2021 J jnl
Toward Hardware-Based IP Vulnerability Detection and Post-Deployment Patching in Systems-on-Chip.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Benjamin Tan, Rana Elnaggar, Jason M. Fung, Ramesh Karri, Krishnendu Chakrabarty
2021 J jnl
Training Data Poisoning in ML-CAD: Backdooring DL-Based Lithographic Hotspot Detectors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Kang Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg
2020 J jnl
Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection.
ACM Trans. Design Autom. Electr. Syst.
Kang Liu, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg
2020 J jnl
Benchmarking at the Frontier of Hardware Security: Lessons from Logic Locking.
CoRR
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
2020 J jnl
Bias Busters: Robustifying DL-based Lithographic Hotspot Detectors Against Backdooring Attacks.
CoRR
Kang Liu, Benjamin Tan, Gaurav Rajavendra Reddy, Siddharth Garg, Yiorgos Makris, Ramesh Karri
2020 — conf
Challenges and New Directions for AI and Hardware Security.
MWSCAS
Benjamin Tan, Ramesh Karri
2020 — conf
DAVE: Deriving Automatically Verilog from English.
MLCAD
Hammond Pearce, Benjamin Tan, Ramesh Karri
2020 J jnl
DAVE: Deriving Automatically Verilog from English.
CoRR
Hammond Pearce, Benjamin Tan, Ramesh Karri
2020 — conf
Explaining and Interpreting Machine Learning CAD Decisions: An IC Testing Case Study.
MLCAD
Prashanth Krishnamurthy, Animesh Basak Chowdhury, Benjamin Tan, Farshad Khorrami, Ramesh Karri
2020 J jnl
NNoculation: Broad Spectrum and Targeted Treatment of Backdoored DNNs.
CoRR
Akshaj Kumar Veldanda, Kang Liu, Benjamin Tan, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg
2020 A conf
Poisoning the (Data) Well in ML-Based CAD: A Case Study of Hiding Lithographic Hotspots.
DATE
Kang Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg
2020 J jnl
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images.
CoRR
Kang Liu, Benjamin Tan, Siddharth Garg
2019 J jnl
Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection.
CoRR
Kang Liu, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg
2018 — conf
Mind the Gap: Insights into Student Perceptions During Peer Assessment of Writing.
TALE
Andrew Tzer-Yeu Chen, Benjamin Tan, Kevin I-Kai Wang
2017 J jnl
An Automated Security-Aware Approach for Design of Embedded Systems on MPSoC.
ACM Trans. Embed. Comput. Syst.
Benjamin Tan, Morteza Biglari-Abhari, Zoran Salcic
2017 J jnl
Towards decentralized system-level security for MPSoC-based embedded applications.
J. Syst. Archit.
Benjamin Tan, Morteza Biglari-Abhari, Zoran Salcic
2016 — conf
A system-level security approach for heterogeneous MPSoCs.
DASIP
Benjamin Tan, Morteza Biglari-Abhari, Zoran Salcic