Animesh Basak Chowdhury

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Logic Synthesis

Test Generation

Machine Learning

Hardware Designs

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)
Mukta Debnath, Animesh Basak Chowdhury, Debasri Saha, Susmita Sur-Kolay
Scalable Test Generation to Trigger Rare Targets in High-Level Synthesizable IPs for Cloud FPGAs. CoRR (2024)
Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan, Ramesh Karri, Siddharth Garg
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization. CoRR (2024)
Matthew DeLorenzo, Animesh Basak Chowdhury, Vasudev Gohil, Shailja Thakur, Ramesh Karri, Siddharth Garg, Jeyavijayan Rajendran
Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS. CoRR (2024)
Jitendra Bhandari, Animesh Basak Chowdhury, Mohammed Nabeel, Ozgur Sinanoglu, Siddharth Garg, Ramesh Karri, Johann Knechtel
ASCENT: Amplifying Power Side-Channel Resilience via Learning & Monte-Carlo Tree Search. CoRR (2024)
Animesh Basak Chowdhury, Anushree Mahapatra, Yang Liu, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri
A Golden-Free Approach to Detect Trojans in COTS Multi-PCB Systems. IEEE Micro 43 (5) (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)
Animesh Basak Chowdhury, Jitendra Bhandari, Luca Collini, Ramesh Karri, Benjamin Tan, Siddharth Garg
ConVERTS: Contrastively Learning Structurally InVariant Netlist Representations. MLCAD (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)
Animesh Basak Chowdhury, Shailja Thakur, Hammond Pearce, Ramesh Karri, Siddharth Garg
Towards the Imagenets of ML4EDA. 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. 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)
Animesh Basak Chowdhury, Shailja Thakur, Hammond Pearce, Ramesh Karri, Siddharth Garg
Invited Paper: Towards the Imagenets of ML4EDA. ICCAD (2023)
Animesh Basak Chowdhury, Anushree Mahapatra, Deepraj Soni, Ramesh Karri
Fuzzing+Hardware Performance Counters-Based Detection of Algorithm Subversion Attacks on Postquantum Signature Schemes. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (2) (2023)
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)
Mukta Debnath, Animesh Basak Chowdhury, Debasri Saha, Susmita Sur-Kolay
GreyConE: Greybox Fuzzing + Concolic Execution Guided Test Generation for High Level Designs. ITC (2022)
Animesh Basak Chowdhury, Anushree Mahapatra, Deepraj Soni, Ramesh Karri
Fuzzing+Hardware Performance Counters-Based Detection of Algorithm Subversion Attacks on Post-Quantum Signature Schemes. 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)
Mukta Debnath, Animesh Basak Chowdhury, Debasri Saha, Susmita Sur-Kolay
Test Generation for SystemC designs by interlaced Greybox Fuzzing and Concolic Execution. CoRR (2022)
Christian Pilato, Animesh Basak Chowdhury, Donatella Sciuto, Siddharth Garg, Ramesh Karri
ASSURE: RTL Locking Against an Untrusted Foundry. IEEE Trans. Very Large Scale Integr. Syst. 29 (7) (2021)
Animesh Basak Chowdhury, Benjamin Tan, Ramesh Karri, Siddharth Garg
OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis. CoRR (2021)
Nimisha Limaye, Animesh Basak Chowdhury, Christian Pilato, Mohammed Thari Nabeel, Ozgur Sinanoglu, Siddharth Garg, Ramesh Karri
Fortifying RTL Locking Against Oracle-Less (Untrusted Foundry) and Oracle-Guided Attacks. DAC (2021)
Mukta Debnath, Animesh Basak Chowdhury, Debasri Saha, Susmita Sur-Kolay
FuCE: Fuzzing+Concolic Execution guided Trojan Detection in Synthesizable Hardware Designs. CoRR (2021)
Gauri Jagatap, Ameya Joshi, Animesh Basak Chowdhury, Siddharth Garg, Chinmay Hegde
Adversarially Robust Learning via Entropic Regularization. Frontiers Artif. Intell. 4 (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)
Christian Pilato, Animesh Basak Chowdhury, Donatella Sciuto, Siddharth Garg, Ramesh Karri
ASSURE: RTL Locking Against an Untrusted Foundry. 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)
Gauri Jagatap, Animesh Basak Chowdhury, Siddharth Garg, Chinmay Hegde
Adversarially Robust Learning via Entropic Regularization. CoRR (2020)
Manobendra Nath Mondal, Animesh Basak Chowdhury, Manjari Pradhan, Susmita Sur-Kolay, Bhargab B. Bhattacharya
Fault Coverage of a Test Set on Structure-Preserving Siblings of a Circuit-Under-Test. ATS (2019)
Animesh Basak Chowdhury
RERS-Fuzz : Combining Greybox Fuzzing with Interval Analysis for error reachability in reactive softwares. CoRR (2019)
Animesh Basak Chowdhury, Raveendra Kumar Medicherla, R. Venkatesh
VeriFuzz: Program Aware Fuzzing - (Competition Contribution). TACAS (3) (2019)
Animesh Basak Chowdhury, Ansuman Banerjee, Bhargab B. Bhattacharya
ATPG Binning and SAT-Based Approach to Hardware Trojan Detection for Safety-Critical Systems. NSS (2018)
Priyanka Darke, Sumanth Prabhu, Bharti Chimdyalwar, Avriti Chauhan, Shrawan Kumar, Animesh Basak Chowdhury, R. Venkatesh, Advaita Datar, Raveendra Kumar Medicherla
VeriAbs: Verification by Abstraction and Test Generation - (Competition Contribution). TACAS (2) (2018)