文献データベース

Scam Detection for Ethereum Smart Contracts: Leveraging Graph Representation Learning for Secure Blockchain

Authors: Yihong Jin, Ze Yang | Published: 2024-12-16 | Updated: 2025-01-12
サイバーセキュリティ
スマートコントラクト

Can LLM Prompting Serve as a Proxy for Static Analysis in Vulnerability Detection

Authors: Ira Ceka, Feitong Qiao, Anik Dey, Aastha Valecha, Gail Kaiser, Baishakhi Ray | Published: 2024-12-16 | Updated: 2025-01-18
LLM性能評価
プロンプティング戦略
プロンプトインジェクション

On Large Language Models in Mission-Critical IT Governance: Are We Ready Yet?

Authors: Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi | Published: 2024-12-16 | Updated: 2025-01-10
プライバシー保護
フレームワーク
リスク管理

Towards Action Hijacking of Large Language Model-based Agent

Authors: Yuyang Zhang, Kangjie Chen, Jiaxin Gao, Ronghao Cui, Run Wang, Lina Wang, Tianwei Zhang | Published: 2024-12-14 | Updated: 2025-06-12
パフォーマンス評価
プロンプトリーキング
大規模言語モデル

$(ε, δ)$-Differentially Private Partial Least Squares Regression

Authors: Ramin Nikzad-Langerodi, Mohit Kumar, Du Nguyen Duy, Mahtab Alghasi | Published: 2024-12-12
プライバシー保護

Protecting Confidentiality, Privacy and Integrity in Collaborative Learning

Authors: Dong Chen, Alice Dethise, Istemi Ekin Akkus, Ivica Rimac, Klaus Satzke, Antti Koskela, Marco Canini, Wei Wang, Ruichuan Chen | Published: 2024-12-11 | Updated: 2025-04-17
プライバシー保護フレームワーク
差分プライバシー
敵対的学習

GLL: A Differentiable Graph Learning Layer for Neural Networks

Authors: Jason Brown, Bohan Chen, Harris Hardiman-Mostow, Jeff Calder, Andrea L. Bertozzi | Published: 2024-12-11
ポイズニング
敵対的訓練

Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Authors: Ma Teng, Jia Xiaojun, Duan Ranjie, Li Xinfeng, Huang Yihao, Chu Zhixuan, Liu Yang, Ren Wenqi | Published: 2024-12-08 | Updated: 2025-01-03
コンテンツモデレーション
プロンプトインジェクション
攻撃手法

ChatNVD: Advancing Cybersecurity Vulnerability Assessment with Large Language Models

Authors: Shivansh Chopra, Hussain Ahmad, Diksha Goel, Claudia Szabo | Published: 2024-12-06 | Updated: 2025-05-20
テキスト生成手法
プロンプトインジェクション
計算効率

On the Lack of Robustness of Binary Function Similarity Systems

Authors: Gianluca Capozzi, Tong Tang, Jie Wan, Ziqi Yang, Daniele Cono D'Elia, Giuseppe Antonio Di Luna, Lorenzo Cavallaro, Leonardo Querzoni | Published: 2024-12-05 | Updated: 2025-05-22
バイナリ分析
対抗的学習
敵対的学習