Trex: Learning Execution Semantics from Micro-Traces for Binary Similarity

16 December 2020

Papers citing "Trex: Learning Execution Semantics from Micro-Traces for Binary Similarity"

30 / 30 papers shown

Title
ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning Xinyi Wang Jiashui Wang Peng Chen Jinbo Su Yanming Liu Long Liu Yangdong Wang Qiyuan Chen Kai Yun Chunfu Jia 42 0 0 14 Mar 2025
A Progressive Transformer for Unifying Binary Code Embedding and Knowledge Transfer Hanxiao Lu Hongyu Cai Yiming Liang Antonio Bianchi Z. Berkay Celik 73 0 0 15 Dec 2024
StrTune: Data Dependence-based Code Slicing for Binary Similarity Detection with Fine-tuned Representation Kaiyan He Yikun Hu Xuehui Li Yunhao Song Yubo Zhao Dawu Gu 74 1 0 19 Nov 2024
Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM Haizhou Wang Nanqing Luo Xusheng Li Peng Liu 36 1 0 08 Nov 2024
ViC: Virtual Compiler Is All You Need For Assembly Code Search Zeyu Gao Hao Wang Yuanda Wang Chao Zhang 30 1 0 10 Aug 2024
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets Josh Collyer Tim Watson Iain Phillips GNN 20 0 0 02 Jun 2024
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases Zian Su Xiangzhe Xu Ziyang Huang Kaiyuan Zhang Xiangyu Zhang 32 5 0 30 May 2024
CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection Hao Wang Zeyu Gao Chao Zhang Mingyang Sun Yuchen Zhou Han Qiu Xiangwei Xiao 33 9 0 29 Feb 2024
CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision Hao Wang Zeyu Gao Chao Zhang Zihan Sha Mingyang Sun Yuchen Zhou Wenyu Zhu Wenju Sun Han Qiu Xiangwei Xiao 38 17 0 26 Feb 2024
CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking Zian Su Xiangzhe Xu Ziyang Huang Zhuo Zhang Yapeng Ye Jianjun Huang Xiangyu Zhang OffRL 35 8 0 19 Feb 2024
Cross-Inlining Binary Function Similarity Detection Ang Jia Ming Fan Xi Xu Wuxia Jin Haijun Wang Ting Liu 21 4 0 11 Jan 2024
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Xin Jin Jonathan Larson Weiwei Yang Zhiqiang Lin ELM 15 20 0 15 Dec 2023
STraceBERT: Source Code Retrieval using Semantic Application Traces Claudio Spiess 24 0 0 07 Dec 2023
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity S. VenkataKeerthy Soumya Banerjee Sayan Dey Yashas Andaluri PS Raghul S. Kalyanasundaram Fernando Magno Quintao Pereira Ramakrishna Upadrasta 24 3 0 01 Dec 2023
Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning Nan Jiang Chengxiao Wang Kevin Liu Xiangzhe Xu Lin Tan Xiangyu Zhang OffRL 25 7 0 22 Nov 2023
FASER: Binary Code Similarity Search through the use of Intermediate Representations Josh Collyer Tim Watson Iain Phillips 20 6 0 05 Oct 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 25 322 0 21 Aug 2023
Exploiting Code Symmetries for Learning Program Semantics Kexin Pei Weichen Li Qirui Jin Shuyang Liu Scott Geng Lorenzo Cavallaro Junfeng Yang Suman Jana 31 4 0 07 Aug 2023
Pluvio: Assembly Clone Search for Out-of-domain Architectures and Libraries through Transfer Learning and Conditional Variational Information Bottleneck Zhiwei Fu Steven H. H. Ding Furkan Alaca Benjamin C. M. Fung P. Charland 16 1 0 20 Jul 2023
LogPrécis: Unleashing Language Models for Automated Malicious Log Analysis Matteo Boffa R. Valentim L. Vassio Danilo Giordano Idilio Drago Marco Mellia Zied Ben-Houidi 19 6 0 17 Jul 2023
LMs: Understanding Code Syntax and Semantics for Code Analysis Wei Ma Shangqing Liu Zhihao Lin Wenhan Wang Q. Hu Ye Liu Cen Zhang Liming Nie Li Li Yang Liu 29 16 0 20 May 2023
LibAM: An Area Matching Framework for Detecting Third-party Libraries in Binaries Siyuan Li Yongpan Wang Chaopeng Dong Shouguo Yang Hong Li ... Zhe Lang Zuxin Chen Weijie Wang Hongsong Zhu Limin Sun 20 12 0 06 May 2023
Asteria-Pro: Enhancing Deep-Learning Based Binary Code Similarity Detection by Incorporating Domain Knowledge Shouguo Yang Chaopeng Dong Yang Xiao Yiran Cheng Zhiqiang Shi Zhi Li Limin Sun 11 30 0 02 Jan 2023
Beyond the C: Retargetable Decompilation using Neural Machine Translation Iman Hosseini Brendan Dolan-Gavitt 14 15 0 17 Dec 2022
Transformers for End-to-End InfoSec Tasks: A Feasibility Study Ethan M. Rudd Mohammad Saidur Rahman Philip Tully 16 5 0 05 Dec 2022
NeuDep: Neural Binary Memory Dependence Analysis Kexin Pei Dongdong She Michael Wang Scott Geng Zhou Xuan Yaniv David Junfeng Yang Suman Jana Baishakhi Ray 25 5 0 04 Oct 2022
Decompiling x86 Deep Neural Network Executables Zhibo Liu Yuanyuan Yuan Shuai Wang Xiaofei Xie L. Ma AAML 34 13 0 03 Oct 2022
BinBert: Binary Code Understanding with a Fine-tunable and Execution-aware Transformer Fiorella Artuso Marco Mormando Giuseppe A. Di Luna Leonardo Querzoni 19 6 0 13 Aug 2022
Improving Code Autocompletion with Transfer Learning Wenjie Zhou Seohyun Kim V. Murali Gareth Ari Aye 17 14 0 12 May 2021
PalmTree: Learning an Assembly Language Model for Instruction Embedding Xuezixiang Li Qu Yu Heng Yin 16 143 0 21 Jan 2021