kTrans: Knowledge-Aware Transformer for Binary Code Embedding

kTrans: Knowledge-Aware Transformer for Binary Code Embedding

24 August 2023

Papers citing "kTrans: Knowledge-Aware Transformer for Binary Code Embedding"

11 / 11 papers shown

Title
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
Assemblage: Automatic Binary Dataset Construction for Machine Learning Chang Liu Rebecca Saul Yihao Sun Edward Raff Maya Fuchs Townsend Southard Pantano James Holt Kristopher K. Micinski 27 2 0 07 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 25 8 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 36 16 0 26 Feb 2024
EyeTrans: Merging Human and Machine Attention for Neural Code Summarization Yifan Zhang Jiliang Li Z. Karas Aakash Bansal Toby Jia-Jun Li Collin McMillan Kevin Leach Yu Huang 28 7 0 21 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
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 76 47 0 29 Jan 2024
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
Pre-Training Representations of Binary Code Using Contrastive Learning Yifan Zhang Chen Huang Yueke Zhang Kevin Cao Scott Thomas Andersen Huajie Shao Kevin Leach Yu Huang 37 3 0 11 Oct 2022
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 212 165 0 18 Oct 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,244 0 16 Jan 2013