A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code Analysis

23 December 2018

Papers citing "A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code Analysis"

12 / 12 papers shown

Title
On the Role of Pre-trained Embeddings in Binary Code Analysis Alwin Maier Felix Weissberg Konrad Rieck 105 0 0 12 Feb 2025
Code-less Patching for Heap Vulnerabilities Using Targeted Calling Context Encoding Qiang Zeng Golam Kayas Emil Mohammed Lannan Luo Xiaojiang Du J. Rhee 33 3 0 11 Dec 2018
Multilingual Embeddings Jointly Induced from Contexts and Concepts: Simple, Strong and Scalable Philipp Dufter Mengjie Zhao Hinrich Schütze 28 2 0 01 Nov 2018
Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs F. Zuo Xiaopeng Li Patrick Young Lannan Luo Qiang Zeng Zhexin Zhang 62 226 0 08 Aug 2018
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection Xiaojun Xu Chang-rui Liu Qian Feng Heng Yin Le Song D. Song GNN 49 581 0 22 Aug 2017
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 160 554 0 25 Nov 2015
Deep Learning for Answer Sentence Selection Lei Yu Karl Moritz Hermann Phil Blunsom S. Pulman 56 413 0 04 Dec 2014
BilBOWA: Fast Bilingual Distributed Representations without Word Alignments Stephan Gouws Yoshua Bengio G. Corrado 61 392 0 09 Oct 2014
Learning Bilingual Word Representations by Marginalizing Alignments Tomás Kociský Karl Moritz Hermann Phil Blunsom 78 80 0 05 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 392 33,521 0 16 Oct 2013
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 91 1,596 0 17 Sep 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 665 31,489 0 16 Jan 2013