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Siddharth Garg — most-cited papers & profile · Multimodal
← authors
·
overview
Siddharth Garg
19
papers ·
1166
citations ·
36
h-index
Tân Tạo University · New York University
Google Scholar ↗
Semantic Scholar ↗
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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
Evaluating Llms For Hardware Design And Test
2024 · 24 citations
ThUnderVolt: Enabling Aggressive Voltage Underscaling and Timing Error Resilience for Energy Efficient Deep Neural Network Accelerators
2018 · 15 citations
Can Reasoning Models Reason about Hardware? An Agentic HLS Perspective
2025 · 11 citations
Differential Analysis of Triggers and Benign Features for Black-Box DNN Backdoor Detection
2023 · 11 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
NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
2024 · 3 citations
Towards Better Certified Segmentation via Diffusion Models
2023 · 2 citations
ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning
2023 · 1 citations
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem
2024 · 1 citations
Exploring The Agentic Frontier Of Verilog Code Generation
2026
Exploring the Agentic Frontier of Verilog Code Generation
2026
Topics
Vulnerability Detection
Adversarial ML
LLM Security
Threat Intelligence
Evaluation
Network Security
Code
Code Agents
Anomaly Detection
Malware Detection