Large language models for cyber security: A systematic literature review

HX Xu, SA Wang, N Li, K Wang, Y Zhao, K Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid advancement of Large Language Models (LLMs) has opened up new
opportunities for leveraging artificial intelligence in various domains, including cybersecurity …

Security threat mitigation for smart contracts: A comprehensive survey

N Ivanov, C Li, Q Yan, Z Sun, Z Cao, X Luo - ACM Computing Surveys, 2023 - dl.acm.org
The blockchain technology, initially created for cryptocurrency, has been re-purposed for
recording state transitions of smart contracts—decentralized applications that can be …

Sok: Decentralized finance (defi) attacks

L Zhou, X Xiong, J Ernstberger… - … IEEE Symposium on …, 2023 - ieeexplore.ieee.org
Within just four years, the blockchain-based Decentralized Finance (DeFi) ecosystem has
accumulated a peak total value locked (TVL) of more than 253 billion USD. This surge in …

Financial crimes in web3-empowered metaverse: Taxonomy, countermeasures, and opportunities

J Wu, K Lin, D Lin, Z Zheng, H Huang… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
At present, the concept of metaverse has sparked widespread attention from the public to
major industries. With the rapid development of blockchain and Web3 technologies, the …

A Study on Blockchain Sandwich Attack Strategies Based on Mechanism Design Game Theory

Y Liang, X Wang, YC Wu, H Fu, M Zhou - Electronics, 2023 - mdpi.com
The rapid progression of Decentralized Finance (DeFi) has established Decentralized
Exchanges (DEX) as critical elements in the financial landscape. Nevertheless, the open …

The blockchain imitation game

K Qin, S Chaliasos, L Zhou, B Livshits, D Song… - 32nd USENIX Security …, 2023 - usenix.org
The use of blockchains for automated and adversarial trading has become commonplace.
However, due to the transparent nature of blockchains, an adversary is able to observe any …

Trade or trick? detecting and characterizing scam tokens on uniswap decentralized exchange

P Xia, H Wang, B Gao, W Su, Z Yu, X Luo… - Proceedings of the …, 2021 - dl.acm.org
The prosperity of the cryptocurrency ecosystem drives the need for digital asset trading
platforms. Beyond centralized exchanges (CEXs), decentralized exchanges (DEXs) are …

[HTML][HTML] A survey of DeFi security: Challenges and opportunities

W Li, J Bu, X Li, H Peng, Y Niu, Y Zhang - Journal of King Saud University …, 2022 - Elsevier
Abstract DeFi, or Decentralized Finance, is based on a distributed ledger called blockchain
technology. Using blockchain, DeFi may customize the execution of predetermined …

Impact and user perception of sandwich attacks in the defi ecosystem

Y Wang, P Zuest, Y Yao, Z Lu… - Proceedings of the 2022 …, 2022 - dl.acm.org
Decentralized finance (DeFi) enables crypto-asset holders to conduct complex financial
transactions, while maintaining control over their assets in the blockchain ecosystem …

Blockchain large language models

Y Gai, L Zhou, K Qin, D Song, A Gervais - arXiv preprint arXiv:2304.12749, 2023 - arxiv.org
This paper presents a dynamic, real-time approach to detecting anomalous blockchain
transactions. The proposed tool, BlockGPT, generates tracing representations of blockchain …