ISSTA 2024
Mon 16 - Fri 20 September 2024 Vienna, Austria
co-located with ISSTA/ECOOP 2024
Fri 20 Sep 2024 14:10 - 14:30 at EI 10 Fritz Paschke - Smart Contracts Chair(s): Michael Pradel

Smart contract developers frequently seek solutions to developmental challenges on Q&A platforms such as Stack Overflow (SO). Although community responses often provide viable solutions, the embedded code snippets can also contain hidden vulnerabilities. Integrating such code directly into smart contracts may make them susceptible to malicious attacks. We conducted an online survey and received 74 responses from smart contract developers. The results of this survey indicate that the majority (86.4%) of participants do not sufficiently consider security when reusing SO code snippets. Despite the existence of various tools designed to detect vulnerabilities in smart contracts, these tools are typically developed for analyzing fully-completed smart contracts and thus are ineffective for analyzing typical code snippets as found on SO. We introduce SOChecker, the first tool designed to identify potential vulnerabilities in incomplete SO smart contract code snippets. SOChecker first leverages a fine-tuned Llama2 model for code completion, followed by the application of symbolic execution methods for vulnerability detection. Our experimental results, derived from a dataset comprising 897 code snippets collected from smart contract-related SO posts, demonstrate that SOChecker achieves an F1 score of 68.2%, greatly surpassing GPT-3.5 and GPT-4 (20.9% and 33.2% F1 Scores respectively). Our findings underscore the need to improve the security of code snippets from Q&A websites.

Fri 20 Sep

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

13:30 - 14:50
Smart ContractsTechnical Papers at EI 10 Fritz Paschke
Chair(s): Michael Pradel University of Stuttgart
13:30
20m
Talk
Empirical Study of Move Smart Contract Security: Introducing MoveScan for Enhanced Analysis
Technical Papers
Shuwei Song University of Electronic Science and Technology of China, Jiachi Chen Sun Yat-sen University, Ting Chen University of Electronic Science and Technology of China, Xiapu Luo Hong Kong Polytechnic University, Teng Li University of Electronic Science and Technology of China, Wenwu Yang University of Electronic Science and Technology of China, Leqing Wang University of Electronic Science and Technology of China, Weijie Zhang Jiangsu University of Science and Technology, Feng Luo Hong Kong Polytechnic University, Zheyuan He University of Electronic Science and Technology of China, Yi Lu BitsLab, Pan Li MoveBit
DOI
13:50
20m
Talk
FunRedisp: Reordering Function Dispatch in Smart Contract to Reduce Invocation Gas Fees
Technical Papers
Yunqi Liu Nanjing University of Science and Technology, Wei Song Nanjing University of Science and Technology
DOI
14:10
20m
Talk
Identifying Smart Contract Security Issues in Code Snippets from Stack OverflowACM SIGSOFT Distinguished Paper Award
Technical Papers
Jiachi Chen Sun Yat-sen University, Chong Chen Sun Yat-sen University, Jiang Hu Sun Yat-sen University, John Grundy Monash University, Yanlin Wang Sun Yat-sen University, Ting Chen University of Electronic Science and Technology of China, Zibin Zheng Sun Yat-sen University
DOI Pre-print
14:30
20m
Talk
Midas: Mining Profitable Exploits in On-Chain Smart Contracts via Feedback-Driven Fuzzing and Differential Analysis
Technical Papers
Mingxi Ye Sun Yat-sen University, Xingwei Lin Zhejiang University, Yuhong Nan Sun Yat-sen University, Jiajing Wu Sun Yat-sen University, Zibin Zheng Sun Yat-sen University
DOI

Information for Participants
Fri 20 Sep 2024 13:30 - 14:50 at EI 10 Fritz Paschke - Smart Contracts Chair(s): Michael Pradel
Info for room EI 10 Fritz Paschke:

Map: https://tuw-maps.tuwien.ac.at/?q=CAEG31

Room tech: https://raumkatalog.tiss.tuwien.ac.at/room/13948