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Harnessing the Power of LLM to Support Binary Taint Analysis
v1v2v3v4 (latest)

Harnessing the Power of LLM to Support Binary Taint Analysis

10 January 2025
Puzhuo Liu
Chengnian Sun
Yaowen Zheng
Xuan Feng
Chuan Qin
Yuncheng Wang
Zhenyang Xu
Zhi Li
Peng Di
Yu Jiang
Limin Sun
ArXiv (abs)PDFHTML

Papers citing "Harnessing the Power of LLM to Support Binary Taint Analysis"

11 / 11 papers shown
Title
Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM
Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM
Haizhou Wang
Nanqing Luo
Xusheng Li
Peng Liu
76
1
0
08 Nov 2024
Large Language Models for Cyber Security: A Systematic Literature Review
Large Language Models for Cyber Security: A Systematic Literature Review
HanXiang Xu
Shenao Wang
Ningke Li
Kaidi Wang
Yanjie Zhao
Kai Chen
Ting Yu
Yang Liu
Haoyu Wang
109
40
0
08 May 2024
FuzzSlice: Pruning False Positives in Static Analysis Warnings Through
  Function-Level Fuzzing
FuzzSlice: Pruning False Positives in Static Analysis Warnings Through Function-Level Fuzzing
Aniruddhan Murali
N. Mathews
Mahmoud Alfadel
M. Nagappan
Meng Xu
37
9
0
02 Feb 2024
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning
Yuqiang Sun
Daoyuan Wu
Yue Xue
Han Liu
Wei Ma
Lyuye Zhang
Miaolei Shi
Yingjiu Li
ELM
123
54
0
29 Jan 2024
Large Language Models for Code: Security Hardening and Adversarial
  Testing
Large Language Models for Code: Security Hardening and Adversarial Testing
Jingxuan He
Martin Vechev
ELMAAML
71
117
0
10 Feb 2023
InCoder: A Generative Model for Code Infilling and Synthesis
InCoder: A Generative Model for Code Infilling and Synthesis
Daniel Fried
Armen Aghajanyan
Jessy Lin
Sida I. Wang
Eric Wallace
Freda Shi
Ruiqi Zhong
Wen-tau Yih
Luke Zettlemoyer
M. Lewis
SyDa
69
647
0
12 Apr 2022
$μ$AFL: Non-intrusive Feedback-driven Fuzzing for Microcontroller
  Firmware
μμμAFL: Non-intrusive Feedback-driven Fuzzing for Microcontroller Firmware
Wenqiang Li
Jiameng Shi
Fengjun Li
Jingqiang Lin
Wei Wang
Le Guan
53
44
0
07 Feb 2022
Snipuzz: Black-box Fuzzing of IoT Firmware via Message Snippet Inference
Snipuzz: Black-box Fuzzing of IoT Firmware via Message Snippet Inference
Xiaotao Feng
Ruoxi Sun
Xiaogang Zhu
Minghui Xue
S. Wen
Dongxi Liu
Surya Nepal
Yang Xiang
37
122
0
12 May 2021
Unified Pre-training for Program Understanding and Generation
Unified Pre-training for Program Understanding and Generation
Wasi Uddin Ahmad
Saikat Chakraborty
Baishakhi Ray
Kai-Wei Chang
132
766
0
10 Mar 2021
DICE: Automatic Emulation of DMA Input Channels for Dynamic Firmware
  Analysis
DICE: Automatic Emulation of DMA Input Channels for Dynamic Firmware Analysis
Alejandro Mera
Bo Feng
Long Lu
E. Kirda
40
66
0
03 Jul 2020
Defeating Opaque Predicates Statically through Machine Learning and
  Binary Analysis
Defeating Opaque Predicates Statically through Machine Learning and Binary Analysis
Ramtine Tofighi-Shirazi
I. Asavoae
P. Elbaz-Vincent
Thanh Ha Le
AAML
40
21
0
04 Sep 2019
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