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Siddharth Garg — most-cited papers & profile · Cybersecurity
← authors
·
overview
Siddharth Garg
28
papers ·
1213
citations ·
36
h-index
Tân Tạo University · New York University
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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
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
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
Top co-authors
Brendan Dolan-Gavitt
· 5
Ramesh Karri
· 4
Farshad Khorrami
· 3
Prashanth Krishnamurthy
· 3
Boyuan Chen
· 2
Minghao Shao
· 2
Muhammad Shafique
· 2
Sofija Jancheska
· 2
Animesh Basak Chowdhury
· 1
Antonio Marcedone
· 1
Benjamin Tan
· 1
Carmit Hazay
· 1
Topics
Vulnerability Detection
Adversarial ML
Threat Intelligence
LLM Security
Network Security
Anomaly Detection
Malware Detection
Privacy
Cryptography