Decompiling Smart Contracts with a Large Language Model Authors: Isaac David, Liyi Zhou, Dawn Song, Arthur Gervais, Kaihua Qin | Published: 2025-06-24 デコンパイルの課題バイナリ分析Vulnerability Research 2025.06.24 2025.06.26 Literature Database
PrivacyXray: Detecting Privacy Breaches in LLMs through Semantic Consistency and Probability Certainty Authors: Jinwen He, Yiyang Lu, Zijin Lin, Kai Chen, Yue Zhao | Published: 2025-06-24 Backdoor DetectionPrivacy ProtectionPrivacy protection framework 2025.06.24 2025.06.26 Literature Database
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 バイナリ分析Detection Rate of Phishing AttacksVulnerability Research 2025.06.24 2025.06.26 Literature Database
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 Prompt InjectionLarge Language ModelVulnerability Research 2025.06.24 2025.06.26 Literature Database
Amplifying Machine Learning Attacks Through Strategic Compositions Authors: Yugeng Liu, Zheng Li, Hai Huang, Michael Backes, Yang Zhang | Published: 2025-06-23 Membership Disclosure RiskCertified RobustnessAdversarial attack 2025.06.23 2025.06.25 Literature Database
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 Certified RobustnessPerformance Evaluation MethodAnomaly Detection Method 2025.06.23 2025.08.13 Literature Database
Security Assessment of DeepSeek and GPT Series Models against Jailbreak Attacks Authors: Xiaodong Wu, Xiangman Li, Jianbing Ni | Published: 2025-06-23 Prompt InjectionModel ArchitectureLarge Language Model 2025.06.23 2025.06.25 Literature Database
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 Model ArchitectureCertified RobustnessAdversarial Attack Analysis 2025.06.23 2025.06.25 Literature Database
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 スマートコントラクト脆弱性Prompt leakingLarge Language Model 2025.06.23 2025.06.25 Literature Database
Byzantine Failures Harm the Generalization of Robust Distributed Learning Algorithms More Than Data Poisoning Authors: Thomas Boudou, Batiste Le Bars, Nirupam Gupta, Aurélien Bellet | Published: 2025-06-22 | Updated: 2025-10-16 データセットの影響Byzantine ResiliencePoisoning 2025.06.22 2025.10.18 Literature Database