BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection

BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection

29 March 2023

Sihao Hu

Ling Liu

Papers citing "BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection"

12 / 12 papers shown

Title
Linking Cryptoasset Attribution Tags to Knowledge Graph Entities: An LLM-based Approach Régnier Avice Bernhard Haslhofer Zhidong Li Jianlong Zhou 50 1 0 12 Feb 2025
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey Tiansheng Huang Sihao Hu Fatih Ilhan Selim Furkan Tekin Ling Liu AAML 45 23 0 26 Sep 2024
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning Yifan Jia Yanbin Wang Jianguo Sun Yiwei Liu Zhang Sheng Ye Tian 55 2 0 09 Sep 2024
Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision Chenxiang Jin Jiajun Zhou Chenxuan Xie Shanqing Yu Qi Xuan Xiaoniu Yang 36 0 0 01 Aug 2024
Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Tiansheng Huang Sihao Hu Fatih Ilhan Selim Furkan Tekin Ling Liu 47 24 0 28 May 2024
Vaccine: Perturbation-aware Alignment for Large Language Model Tiansheng Huang Sihao Hu Ling Liu 50 35 0 02 Feb 2024
Airdrops: Giving Money Away Is Harder Than It Seems Johnnatan Messias Aviv Yaish Benjamin Livshits 16 9 0 05 Dec 2023
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives Sihao Hu Tiansheng Huang Fatih İlhan Selim Furkan Tekin Ling Liu 37 46 0 02 Oct 2023
Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs Zhihao Ding Jieming Shi Qing Li Jiannong Cao 24 0 0 04 Sep 2023
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management K. Srivatsan Loukia Avramelou Georgios Rodinos Maria Tzelepi Muzammal Naseer ... Manos Kirtas Pavlos Tosidis Avraam Tsantekidis Nikolaos Passalis Anastasios Tefas AIFin 32 2 0 23 Jul 2023
Sequence-Based Target Coin Prediction for Cryptocurrency Pump-and-Dump Sihao Hu Zhen Zhang Shengliang Lu Bingsheng He Zhao Li AI4TS 24 16 0 21 Apr 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 311 7,457 0 11 Nov 2021