Awesome Large Language Models
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Siddharth Garg — most-cited papers & profile · Large Language Models
← authors
·
overview
Siddharth Garg
28
papers ·
1213
citations ·
36
h-index
Tân Tạo University · New York University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
2017 · 1004 citations
Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants
2022 · 39 citations
Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks
2018 · 38 citations
AutoChip: Automating HDL Generation Using LLM Feedback
2023 · 19 citations
ThUnderVolt: Enabling Aggressive Voltage Underscaling and Timing Error Resilience for Energy Efficient Deep Neural Network Accelerators
2018 · 15 citations
Chip-Chat: Challenges and Opportunities in Conversational Hardware Design
2023 · 14 citations
Rome was Not Built in a Single Step: Hierarchical Prompting for LLM-based Chip Design
2024 · 13 citations
Benchmarking Large Language Models for Automated Verilog RTL Code Generation
2022 · 11 citations
Differential Analysis of Triggers and Benign Features for Black-Box DNN Backdoor Detection
2023 · 11 citations
VeriGen: A Large Language Model for Verilog Code Generation
2023 · 10 citations
OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis
2021 · 7 citations
Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS
2024 · 6 citations
An Empirical Evaluation of LLMs for Solving Offensive Security Challenges
2024 · 6 citations
Outsourcing Private Machine Learning via Lightweight Secure Arithmetic Computation
2018 · 4 citations
Evaluating LLMs for Hardware Design and Test
2024 · 4 citations
Top co-authors
Boyuan Chen
· 1
Brendan Dolan-Gavitt
· 1
Mingzhi Zhu
· 1
Muhammad Shafique
· 1
Topics
Code Generation
Code Models
Vulnerability Detection
Software Engineering
Adversarial ML
Testing
Code Translation
Threat Intelligence
LLM Security
Network Security