Literature Database

PrivDiffuser: Privacy-Guided Diffusion Model for Data Obfuscation in Sensor Networks

Authors: Xin Yang, Omid Ardakanian | Published: 2024-12-19 | Updated: 2025-08-05
Model Inversion
Differential Privacy
Watermark

Safeguarding System Prompts for LLMs

Authors: Zhifeng Jiang, Zhihua Jin, Guoliang He | Published: 2024-12-18 | Updated: 2025-01-09
LLM Performance Evaluation
Prompt Injection
Defense Method

Toxicity Detection towards Adaptability to Changing Perturbations

Authors: Hankun Kang, Jianhao Chen, Yongqi Li, Xin Miao, Mayi Xu, Ming Zhong, Yuanyuan Zhu, Tieyun Qian | Published: 2024-12-17 | Updated: 2025-01-08
Content Moderation
Label

Adversarially robust generalization theory via Jacobian regularization for deep neural networks

Authors: Dongya Wu, Xin Li | Published: 2024-12-17
Poisoning
Adversarial Example

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
Cybersecurity
Smart Contract

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 Performance Evaluation
Prompting Strategy
Prompt Injection

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
Privacy Protection
Framework
Risk Management

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
Performance Evaluation
Prompt leaking
Large Language Model

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

Authors: Ramin Nikzad-Langerodi, Mohit Kumar, Du Nguyen Duy, Mahtab Alghasi | Published: 2024-12-12
Privacy Protection

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
Privacy protection framework
Differential Privacy
Adversarial Learning