Fetching the paper…
Reading the bibliography…
Modern software often accepts inputs with highly complex grammars.
Grammar-based whitebox fuzzing
Patrice Godefroid, Adam Kiezun, and Michael Y. Levin · 2008
Earlier work this paper cites.
Gramfuzz: Fuzzing testing of web browsers based on grammar analysis and structural mutation
Tao Guo, Puhan Zhang, Xin Wang, and Qiang Wei · 2013
Earlier work this paper cites.
American fuzzy lop, 2017
Michal Zalewski · 2017
Earlier work this paper cites.
Grammarinator: a grammar-based open source fuzzer
Renáta Hodován, Ákos Kiss, and Tibor Gyimóthy · 2018
Earlier work this paper cites.
Fairfuzz: A targeted mutation strategy for increasing greybox fuzz testing coverage
Caroline Lemieux and Koushik Sen · 2018
Earlier work this paper cites.
Grammar-based fuzzing
Sevak Sargsyan, Shamil Kurmangaleev, Matevos Mehrabyan, Maksim Mishechkin, Tsolak Ghukasyan, and Sergey Asryan · 2018
Earlier work this paper cites.
Nautilus: Fishing for deep bugs with grammars
Cornelius Aschermann, Tommaso Frassetto, Thorsten Holz, Patrick Jauernig, Ahmad-Reza Sadeghi, and Daniel Teuchert · 2019
Earlier work this paper cites.
Redqueen: Fuzzing with input-to-state correspondence
Cornelius Aschermann, Sergej Schumilo, Tim Blazytko, Robert Gawlik, and Thorsten Holz · 2019
Earlier work this paper cites.
{ \{ GRIMOIRE } \} : Synthesizing structure while fuzzing
Tim Blazytko, Matt Bishop, Cornelius Aschermann, Justin Cappos, Moritz Schlögel, Nadia Korshun, Ali Abbasi, Marco Schweighauser, Sebastian Schinzel, Sergej Schumilo, et al · 2019
Earlier work this paper cites.
{ \{ MOPT } \} : Optimized mutation scheduling for fuzzers
Chenyang Lyu, Shouling Ji, Chao Zhang, Yuwei Li, Wei-Han Lee, Yu Song, and Raheem Beyah · 2019
Earlier work this paper cites.
Smart greybox fuzzing
Van-Thuan Pham, Marcel Böhme, Andrew E Santosa, Alexandru Răzvan Căciulescu, and Abhik Roychoudhury · 2019
Earlier work this paper cites.
Superion: Grammar-aware greybox fuzzing
Junjie Wang, Bihuan Chen, Lei Wei, and Yang Liu · 2019
Earlier work this paper cites.
Profuzzer: On-the-fly input type probing for better zero-day vulnerability discovery
Wei You, Xueqiang Wang, Shiqing Ma, Jianjun Huang, Xiangyu Zhang, XiaoFeng Wang, and Bin Liang · 2019
Earlier work this paper cites.
Evolutionary grammar-based fuzzing
Martin Eberlein, Yannic Noller, Thomas Vogel, and Lars Grunske · 2020
Earlier work this paper cites.
Weizz: Automatic grey-box fuzzing for structured binary formats
Andrea Fioraldi, Daniele Cono D’Elia, and Emilio Coppa · 2020
Earlier work this paper cites.
{ \{ AFL++ } \} : Combining incremental steps of fuzzing research
Andrea Fioraldi, Dominik Maier, Heiko Eißfeldt, and Marc Heuse · 2020
Earlier work this paper cites.
{ \{ GREYONE } \} : Data flow sensitive fuzzing
Shuitao Gan, Chao Zhang, Peng Chen, Bodong Zhao, Xiaojun Qin, Dong Wu, and Zuoning Chen · 2020
Earlier work this paper cites.
Magma: A ground-truth fuzzing benchmark
Ahmad Hazimeh, Adrian Herrera, and Mathias Payer · 2020
Earlier work this paper cites.
Multi-task learning based pre-trained language model for code completion
Fang Liu, Ge Li, Yunfei Zhao, and Zhi Jin · 2020
Cited alongside, same era.
Fuzzing javascript engines with aspect-preserving mutation
Soyeon Park, Wen Xu, Insu Yun, Daehee Jang, and Taesoo Kim · 2020
Cited alongside, same era.
On extractive and abstractive neural document summarization with transformer language models
Jonathan Pilault, Raymond Li, Sandeep Subramanian, and Christopher Pal · 2020
Cited alongside, same era.
Saffron: Adaptive grammar-based fuzzing for worst-case analysis
Xuan-Bach D Le, Corina Pasareanu, Rohan Padhye, David Lo, Willem Visser, and Koushik Sen · 2021
Cited alongside, same era.
Fuzzbench: an open fuzzer benchmarking platform and service
Jonathan Metzman, László Szekeres, Laurent Simon, Read Sprabery, and Abhishek Arya · 2021
Cited alongside, same era.
Zero-shot text-to-image generation
Aditya Ramesh, Mikhail Pavlov, Gabriel Goh, Scott Gray, Chelsea Voss, Alec Radford, Mark Chen, and Ilya Sutskever · 2021
Vd-guard: Dma guided fuzzing for hypervisor virtual device
Yuwei Liu, Siqi Chen, Yuchong Xie, Yanhao Wang, Libo Chen, Bin Wang, Yingming Zeng, Zhi Xue, and Purui Su · 2023
Later among the works it cites.
Examining zero-shot vulnerability repair with large language models
Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, and Brendan Dolan-Gavitt · 2023
Later among the works it cites.
Evaluating large language models on medical evidence summarization
Liyan Tang, Zhaoyi Sun, Betina Idnay, Jordan G Nestor, Ali Soroush, Pierre A Elias, Ziyang Xu, Ying Ding, Greg Durrett, Justin F Rousseau, et al · 2023
Later among the works it cites.
On hardware security bug code fixes by prompting large language models
Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, and Hammond Pearce · 2024
Later among the works it cites.
Sarid: Arabic storyteller using a fine-tuned llm and text-to-image generation
Maria Alabdulrahman, Renad Khayyat, Kawthar Almowallad, and Zahra Alharz · 2024
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Gramatron: Effective grammar-aware fuzzing
Prashast Srivastava and Mathias Payer · 2021
Cited alongside, same era.
Clip-event: Connecting text and images with event structures
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, and Shih-Fu Chang · 2022
Cited alongside, same era.
Ems: History-driven mutation for coverage-based fuzzing
Chenyang Lyu, Shouling Ji, Xuhong Zhang, Hong Liang, Binbin Zhao, Kangjie Lu, and Raheem Beyah · 2022
Cited alongside, same era.
Self-instruct: Aligning language model with self generated instructions
Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, Alisa Liu, Noah A Smith, Daniel Khashabi, and Hannaneh Hajishirzi · 2022
Cited alongside, same era.
A systematic evaluation of large language models of code
Frank F Xu, Uri Alon, Graham Neubig, and Vincent Josua Hellendoorn · 2022
Cited alongside, same era.
Fuzztruction: Using fault injection-based fuzzing to leverage implicit domain knowledge
Nils Bars, Moritz Schloegel, Tobias Scharnowski, Nico Schiller, and Thorsten Holz · 2023
Cited alongside, same era.
Large language models are edge-case generators: Crafting unusual programs for fuzzing deep learning libraries
Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, and Lingming Zhang · 2024
Later among the works it cites.
Large language models of code fail at completing code with potential bugs
Tuan Dinh, Jinman Zhao, Samson Tan, Renato Negrinho, Leonard Lausen, Sheng Zha, and George Karypis · 2024
Later among the works it cites.
Is “ai” useful for fuzzing? (keynote)
Brendan Dolan-Gavitt · 2024
Later among the works it cites.
Learning to correct for qa reasoning with black-box llms
Jaehyung Kim, Dongyoung Kim, and Yiming Yang · 2024
Later among the works it cites.
Fuzzinmem: Fuzzing programs via in-memory structures
Xuwei Liu, Wei You, Yapeng Ye, Zhuo Zhang, Jianjun Huang, and Xiangyu Zhang · 2024
Later among the works it cites.
Llmscore: Unveiling the power of large language models in text-to-image synthesis evaluation
Yujie Lu, Xianjun Yang, Xiujun Li, Xin Eric Wang, and William Yang Wang · 2024
Later among the works it cites.
Large language model guided protocol fuzzing
Ruijie Meng, Martin Mirchev, Marcel Böhme, and Abhik Roychoudhury · 2024
Later among the works it cites.
Unified text-to-image generation and retrieval
Leigang Qu, Haochuan Li, Tan Wang, Wenjie Wang, Yongqi Li, Liqiang Nie, and Tat-Seng Chua · 2024
Later among the works it cites.
The battle of llms: A comparative study in conversational qa tasks
Aryan Rangapur and Aman Rangapur · 2024
Later among the works it cites.
Unsupervised llm adaptation for question answering
Kuniaki Saito, Kihyuk Sohn, Chen-Yu Lee, and Yoshitaka Ushiku · 2024
Later among the works it cites.
Fox: Coverage-guided fuzzing as online stochastic control
Dongdong She, Adam Storek, Yuchong Xie, Seoyoung Kweon, Prashast Srivastava, and Suman Jana · 2024
Later among the works it cites.
Fuzz4all: Universal fuzzing with large language models
Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian, Michael Pradel, and Lingming Zhang · 2024
Later among the works it cites.
Benchmarking large language models for news summarization
Tianyi Zhang, Faisal Ladhak, Esin Durmus, Percy Liang, Kathleen McKeown, and Tatsunori B Hashimoto · 2024
Later among the works it cites.