Literature review on vulnerability detection using NLP technology

23 April 2021

Papers citing "Literature review on vulnerability detection using NLP technology"

50 / 63 papers shown

Title
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 84 5 0 15 Mar 2024
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 73 217 0 22 Mar 2021
Unified Pre-training for Program Understanding and Generation Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 125 765 0 10 Mar 2021
Comparative evaluation of CNN architectures for Image Caption Generation Sulabh Katiyar S. Borgohain 63 24 0 23 Feb 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 54 49 0 25 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 302 2,514 0 04 Jan 2021
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei Chen Weiping Wang Li Liu M. Lew VLM 150 33 0 16 Oct 2020
Syntax Representation in Word Embeddings and Neural Networks -- A Survey Tomasz Limisiewicz David Marecek NAI 51 9 0 02 Oct 2020
A Multimodal Memes Classification: A Survey and Open Research Issues Tariq Habib Afridi A. Alam Muhammad Numan Khan Jawad Khan Young-Koo Lee 45 39 0 17 Sep 2020
GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang ... Dawn Drain Neel Sundaresan Jian Yin Daxin Jiang M. Zhou 140 1,128 0 17 Sep 2020
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 149 1,122 0 14 Sep 2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets Chengchang Zeng Shaobo Li Qin Li Jie Hu Jianjun Hu 72 101 0 21 Jun 2020
Neural Unsupervised Domain Adaptation in NLP---A Survey Alan Ramponi Barbara Plank OOD 89 258 0 31 May 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 66 74 0 31 May 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 752 41,932 0 28 May 2020
Wind Speed Prediction and Visualization Using Long Short-Term Memory Networks (LSTM) Md. Amimul Ehsan A. Shahirinia N. Zhang T. Oladunni 22 18 0 22 May 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization Danqing Wang Pengfei Liu Y. Zheng Xipeng Qiu Xuanjing Huang 135 282 0 26 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 356 1,484 0 18 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 247 150 0 16 Mar 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 160 2,633 0 19 Feb 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 71 139 0 18 Feb 2020
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey Zahra Abbasiyantaeb S. Momtazi RALM 55 74 0 16 Feb 2020
VulDeeLocator: A Deep Learning-based Fine-grained Vulnerability Detector Zhuguo Li Deqing Zou Shouhuai Xu Zhaoxuan Chen Yawei Zhu Hai Jin 70 189 0 08 Jan 2020
$μ$ VulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection Deqing Zou Sujuan Wang Shouhuai Xu Zhen Li Hai Jin 42 159 0 08 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 54 86 0 06 Jan 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 85 33 0 04 Jan 2020
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 92 75 0 28 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 68 332 0 10 Nov 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 177 4,448 0 07 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 246 10,819 0 29 Oct 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 60 593 0 25 Oct 2019
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks Yaqin Zhou Shangqing Liu J. Siow Xiaoning Du Yang Liu GNN 64 766 0 08 Sep 2019
A systematic review of fuzzing based on machine learning techniques Yan Wang Peng Jia Luping Liu Jiayong Liu 43 71 0 04 Aug 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 230 8,426 0 19 Jun 2019
Text Classification Algorithms: A Survey Kamran Kowsari K. Meimandi Mojtaba Heidarysafa Sanjana Mendu Laura E. Barnes Donald E. Brown 66 1,297 0 17 Apr 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 130 659 0 05 Apr 2019
Word Embeddings for Sentiment Analysis: A Comprehensive Empirical Survey Erion Çano M. Morisio 42 18 0 02 Feb 2019
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 83 1,166 0 22 Dec 2018
The Art, Science, and Engineering of Fuzzing: A Survey Valentin J. M. Manès HyungSeok Han Choongwoo Han S. Cha Manuel Egele Edward J. Schwartz Maverick Woo AI4CE 44 463 0 01 Dec 2018
An Introductory Survey on Attention Mechanisms in NLP Problems Dichao Hu AIMat 59 247 0 12 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
code2seq: Generating Sequences from Structured Representations of Code Uri Alon Shaked Brody Omer Levy Eran Yahav 66 699 0 04 Aug 2018
Automated Vulnerability Detection in Source Code Using Deep Representation Learning Rebecca L. Russell Louis Y. Kim Lei H. Hamilton Tomo Lazovich Jacob A. Harer Onur Ozdemir Paul M. Ellingwood M. McConley 60 526 0 11 Jul 2018
Graph-to-Sequence Learning using Gated Graph Neural Networks Daniel Beck Gholamreza Haffari Trevor Cohn GNN 69 324 0 26 Jun 2018
A Survey of Domain Adaptation for Neural Machine Translation Chenhui Chu Rui Wang AI4CE 78 262 0 01 Jun 2018
code2vec: Learning Distributed Representations of Code Uri Alon Meital Zilberstein Omer Levy Eran Yahav 53 1,174 0 26 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 206 11,549 0 15 Feb 2018
A Survey of Word Embeddings Evaluation Methods Amir Bakarov 67 183 0 21 Jan 2018
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 84 531 0 15 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 692 131,526 0 12 Jun 2017