DOBF: A Deobfuscation Pre-Training Objective for Programming Languages

15 February 2021

Baptiste Roziere

Papers citing "DOBF: A Deobfuscation Pre-Training Objective for Programming Languages"

50 / 62 papers shown

Title
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding Indraneil Paul Haoyi Yang Goran Glavas Kristian Kersting Iryna Gurevych AAML SyDa 41 0 0 27 Mar 2025
LLM-Aided Customizable Profiling of Code Data Based On Programming Language Concepts Pankaj Thorat Adnan Qidwai Adrija Dhar Aishwariya Chakraborty Anand Eswaran Hima Patel Praveen Jayachandran 59 0 0 19 Mar 2025
Building A Coding Assistant via the Retrieval-Augmented Language Model Xinze Li Hanbin Wang Zhenghao Liu S. Yu Shuo Wang Yukun Yan Yukai Fu Yu Gu Ge Yu 3DV RALM 23 2 0 21 Oct 2024
TRANSAGENT: An LLM-Based Multi-Agent System for Code Translation Zhiqiang Yuan Weitong Chen Hanlin Wang Kai Yu Xin Peng Yiling Lou LLMAG 28 8 0 30 Sep 2024
A Joint Learning Model with Variational Interaction for Multilingual Program Translation Yali Du Hui Sun Ming Li 35 2 0 25 Aug 2024
COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis Weiqing Yang Hanbin Wang Zhenghao Liu Xinze Li Yukun Yan Shuo Wang Yu Gu Minghe Yu Zhiyuan Liu Ge Yu 50 2 0 09 Aug 2024
Scaling Automatic Extraction of Pseudocode Levent Toksoz Gang Tan C. L. Giles 32 0 0 07 Jun 2024
Assessing LLMs in Malicious Code Deobfuscation of Real-world Malware Campaigns Constantinos Patsakis Fran Casino Nikolaos Lykousas 44 12 0 30 Apr 2024
Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension Mengnan Qi Yufan Huang Yongqiang Yao Maoquan Wang Bin Gu Neel Sundaresan 43 2 0 13 Apr 2024
Exploring the Impact of the Output Format on the Evaluation of Large Language Models for Code Translation Marcos Macedo Yuan Tian F. Côgo Bram Adams 38 12 0 25 Mar 2024
LLM4Decompile: Decompiling Binary Code with Large Language Models Hanzhuo Tan Qi Luo Jing Li Yuqun Zhang SyDa ELM 50 17 0 08 Mar 2024
Code Representation Learning At Scale Dejiao Zhang W. Ahmad Ming Tan Hantian Ding Ramesh Nallapati Dan Roth Xiaofei Ma Bing Xiang OffRL 21 8 0 02 Feb 2024
Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models Mayank Agarwal Yikang Shen Bailin Wang Yoon Kim Jie Chen 37 5 0 19 Jan 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 14 4 0 16 Jan 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding Linyuan Gong Mostafa Elhoushi Alvin Cheung 29 11 0 05 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 30 20 0 30 Dec 2023
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection Yangkai Du Tengfei Ma Lingfei Wu Xuhong Zhang Shouling Ji 27 3 0 13 Nov 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 37 15 0 13 Nov 2023
Data Augmentation for Code Translation with Comparable Corpora and Multiple References Yiqing Xie Atharva Naik Daniel Fried Carolyn Rose 46 6 0 01 Nov 2023
LILO: Learning Interpretable Libraries by Compressing and Documenting Code Gabriel Grand L. Wong Matthew Bowers Theo X. Olausson Muxin Liu Joshua B. Tenenbaum Jacob Andreas 16 21 0 30 Oct 2023
SUT: Active Defects Probing for Transcompiler Models Mengnan Qi Yufan Huang Maoquan Wang Yongqiang Yao Zihan Liu Bin Gu Colin B. Clement Neel Sundaresan 25 2 0 22 Oct 2023
Program Translation via Code Distillation Yufan Huang Mengnan Qi Yongqiang Yao Maoquan Wang Bin Gu Colin B. Clement Neel Sundaresan 21 4 0 17 Oct 2023
Automatically Testing Functional Properties of Code Translation Models Hasan Ferit Eniser Valentin Wüstholz M. Christakis 18 6 0 07 Sep 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 63 1,898 0 24 Aug 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 39 322 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 39 4 0 07 Aug 2023
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code Nadezhda Chirkova Sergey Troshin 21 8 0 01 Aug 2023
An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code Max Hort Anastasiia Grishina Leon Moonen 18 2 0 05 Jul 2023
A systematic literature review on source code similarity measurement and clone detection: techniques, applications, and challenges Morteza Zakeri-Nasrabadi Saeed Parsa Mohammad Ramezani C. Roy Masoud Ekhtiarzadeh 35 43 0 28 Jun 2023
CoTran: An LLM-based Code Translator using Reinforcement Learning with Feedback from Compiler and Symbolic Execution Prithwish Jana Piyush Jha Haoyang Ju Gautham Kishore Aryan Mahajan Vijay Ganesh 24 12 0 11 Jun 2023
A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Text Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane E. Ettifouri 21 13 0 10 Jun 2023
Coarse-Tuning Models of Code with Reinforcement Learning Feedback Abhinav C. P. Jain Chima Adiole Swarat Chaudhuri Thomas W. Reps Chris Jermaine Rice University ALM 19 2 0 25 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 32 4 0 22 May 2023
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives Qiushi Sun Chengcheng Han Nuo Chen Renyu Zhu Jing Gong Xiang Li Ming Gao VLM 27 8 0 14 May 2023
ADELT: Transpilation Between Deep Learning Frameworks Linyuan Gong Jiayi Wang Alvin Cheung 32 3 0 07 Mar 2023
Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation Jiamou Sun Zhenchang Xing Qinghua Lu Xiwei Xu Liming Zhu Thong Hoang Dehai Zhao 17 12 0 15 Feb 2023
Syntax and Domain Aware Model for Unsupervised Program Translation Fang Liu Jia Li Li Zhang 25 18 0 08 Feb 2023
Measuring The Impact Of Programming Language Distribution Gabriel Orlanski Kefan Xiao Xavier Garcia Jeffrey Hui Joshua Howland J. Malmaud Jacob Austin Rishah Singh Michele Catasta 30 28 0 03 Feb 2023
SantaCoder: don't reach for the stars! Loubna Ben Allal Raymond Li Denis Kocetkov Chenghao Mou Christopher Akiki ... Sean M. Hughes Daniel Fried Arjun Guha H. D. Vries Leandro von Werra 39 189 0 09 Jan 2023
A Survey on Pretrained Language Models for Neural Code Intelligence Yichen Xu Yanqiao Zhu 4 17 0 20 Dec 2022
Parameter-Efficient Finetuning of Transformers for Source Code Shamil Ayupov Nadezhda Chirkova 22 17 0 12 Dec 2022
The Stack: 3 TB of permissively licensed source code Denis Kocetkov Raymond Li Loubna Ben Allal Jia Li Chenghao Mou ... Sean M. Hughes Thomas Wolf Dzmitry Bahdanau Leandro von Werra H. D. Vries 58 307 0 20 Nov 2022
Evaluating How Fine-tuning on Bimodal Data Effects Code Generation Gabriel Orlanski Seonhye Yang Michael Healy ALM 21 5 0 15 Nov 2022
Efficient Training of Language Models to Fill in the Middle Mohammad Bavarian Heewoo Jun Nikolas Tezak John Schulman C. McLeavey Jerry Tworek Mark Chen 4 178 0 28 Jul 2022
NatGen: Generative pre-training by "Naturalizing" source code Saikat Chakraborty Toufique Ahmed Yangruibo Ding Prem Devanbu Baishakhi Ray AI4CE 55 116 0 15 Jun 2022
StructCoder: Structure-Aware Transformer for Code Generation Sindhu Tipirneni Ming Zhu Chandan K. Reddy 30 55 0 10 Jun 2022
CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models Akshita Jha Chandan K. Reddy SILM ELM AAML 27 58 0 31 May 2022
VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection Hazim Hanif S. Maffeis 58 95 0 25 May 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code Changan Niu Chuanyi Li Bin Luo Vincent Ng SyDa VLM 47 48 0 24 May 2022
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 44 27 0 23 May 2022