PhishingHook: Catching Phishing Ethereum Smart Contracts leveraging EVM Opcodes

Authors: Pasquale De Rosa, Simon Queyrut, Yérom-David Bromberg, Pascal Felber, Valerio Schiavoni | Published: 2025-06-24

FuncVul: An Effective Function Level Vulnerability Detection Model using LLM and Code Chunk

Authors: Sajal Halder, Muhammad Ejaz Ahmed, Seyit Camtepe | Published: 2025-06-24

Amplifying Machine Learning Attacks Through Strategic Compositions

Authors: Yugeng Liu, Zheng Li, Hai Huang, Michael Backes, Yang Zhang | Published: 2025-06-23

Robust Anomaly Detection in Network Traffic: Evaluating Machine Learning Models on CICIDS2017

Authors: Zhaoyang Xu, Yunbo Liu | Published: 2025-06-23 | Updated: 2025-08-11

Security Assessment of DeepSeek and GPT Series Models against Jailbreak Attacks

Authors: Xiaodong Wu, Xiangman Li, Jianbing Ni | Published: 2025-06-23

DUMB and DUMBer: Is Adversarial Training Worth It in the Real World?

Authors: Francesco Marchiori, Marco Alecci, Luca Pajola, Mauro Conti | Published: 2025-06-23

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection

Authors: Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, Chun Zuo | Published: 2025-06-23

SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis

Authors: Wang Lingxiang, Quanzhi Fu, Wenjia Song, Gelei Deng, Yi Liu, Dan Williams, Ying Zhang | Published: 2025-06-21 | Updated: 2025-07-24

VReaves: Eavesdropping on Virtual Reality App Identity and Activity via Electromagnetic Side Channels

Authors: Wei Sun, Minghong Fang, Mengyuan Li | Published: 2025-06-21 | Updated: 2025-06-24

PRISON: Unmasking the Criminal Potential of Large Language Models

Authors: Xinyi Wu, Geng Hong, Pei Chen, Yueyue Chen, Xudong Pan, Min Yang | Published: 2025-06-19 | Updated: 2025-08-04