DeepInfer: Deep Type Inference from Smart Contract Bytecode

Author:

Zhao Kunsong1,Li Zihao1,Li Jianfeng2,Ye He3,Luo Xiapu1,Chen Ting4

Affiliation:

1. Hong Kong Polytechnic University, Hong Kong, China

2. Xi'an Jiaotong University, Xi'an, China

3. KTH Royal Institute of Technology, Stockholm, Sweden

4. University of Electronic Science and Technology of China, Chengdu, China

Funder

Hong Kong RGC Projects

National Natural Science Foundation

Publisher

ACM

Reference73 articles.

1. Elvira Albert , Jesús Correas , Pablo Gordillo , Guillermo Román-Díez , and Albert Rubio . 2019 . SAFEVM: a safety verifier for Ethereum smart contracts . In Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA). 386–389 . https://doi.org/10.1145/3293882.3338999 10.1145/3293882.3338999 10.1145/3293882.3338999 Elvira Albert, Jesús Correas, Pablo Gordillo, Guillermo Román-Díez, and Albert Rubio. 2019. SAFEVM: a safety verifier for Ethereum smart contracts. In Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA). 386–389. https://doi.org/10.1145/3293882.3338999 10.1145/3293882.3338999

2. Maher Alharby and Aad Van Moorsel. 2017. Blockchain-based smart contracts: A systematic mapping study. arXiv preprint arXiv:1710.06372. Maher Alharby and Aad Van Moorsel. 2017. Blockchain-based smart contracts: A systematic mapping study. arXiv preprint arXiv:1710.06372.

3. Miltiadis Allamanis , Earl T Barr , Soline Ducousso , and Zheng Gao . 2020 . Typilus: Neural type hints . In Proceedings of the 41st Acm SIGPLAN Conference on Programming Language Design and Implementation (PLDI). 91–105 . https://doi.org/10.1145/3385412.3385997 10.1145/3385412.3385997 10.1145/3385412.3385997 Miltiadis Allamanis, Earl T Barr, Soline Ducousso, and Zheng Gao. 2020. Typilus: Neural type hints. In Proceedings of the 41st Acm SIGPLAN Conference on Programming Language Design and Implementation (PLDI). 91–105. https://doi.org/10.1145/3385412.3385997 10.1145/3385412.3385997

4. Uri Alon Shaked Brody Omer Levy and Eran Yahav. 2018. code2seq: Generating sequences from structured representations of code. arXiv preprint arXiv:1808.01400. Uri Alon Shaked Brody Omer Levy and Eran Yahav. 2018. code2seq: Generating sequences from structured representations of code. arXiv preprint arXiv:1808.01400.

5. Monika di Angelo and Gernot Salzer . 2020 . Characterizing types of smart contracts in the ethereum landscape . In International Conference on Financial Cryptography and Data Security. 389–404 . Monika di Angelo and Gernot Salzer. 2020. Characterizing types of smart contracts in the ethereum landscape. In International Conference on Financial Cryptography and Data Security. 389–404.

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