Literature Database

THEMIS: Towards Practical Intellectual Property Protection for Post-Deployment On-Device Deep Learning Models

Authors: Yujin Huang, Zhi Zhang, Qingchuan Zhao, Xingliang Yuan, Chunyang Chen | Published: 2025-03-31
Prompt leaking
Model Protection Methods
Model Extraction Attack

Detecting Functional Bugs in Smart Contracts through LLM-Powered and Bug-Oriented Composite Analysis

Authors: Binbin Zhao, Xingshuang Lin, Yuan Tian, Saman Zonouz, Na Ruan, Jiliang Li, Raheem Beyah, Shouling Ji | Published: 2025-03-31
Indirect Prompt Injection
Smart Contract Audit
Prompt Injection

MiZero: The Shadowy Defender Against Text Style Infringements

Authors: Ziwei Zhang, Juan Wen, Wanli Peng, Zhengxian Wu, Yinghan Zhou, Yiming Xue | Published: 2025-03-30 | Updated: 2025-05-29
Prompt Injection
Intellectual Property Protection
Watermarking Technology

Large Language Models are Unreliable for Cyber Threat Intelligence

Authors: Emanuele Mezzi, Fabio Massacci, Katja Tuma | Published: 2025-03-29 | Updated: 2025-07-16
Few-Shot Learning
Prompt leaking
Performance Evaluation Method

Instance-Level Data-Use Auditing of Visual ML Models

Authors: Zonghao Huang, Neil Zhenqiang Gong, Michael K. Reiter | Published: 2025-03-28 | Updated: 2025-09-16
データ毒性
Detection of Model Extraction Attacks
Watermarking Technology

Intelligent IoT Attack Detection Design via ODLLM with Feature Ranking-based Knowledge Base

Authors: Satvik Verma, Qun Wang, E. Wes Bethel | Published: 2025-03-27
DDoS Attack Detection
LLM Security
Network Traffic Analysis

Prompt, Divide, and Conquer: Bypassing Large Language Model Safety Filters via Segmented and Distributed Prompt Processing

Authors: Johan Wahréus, Ahmed Hussain, Panos Papadimitratos | Published: 2025-03-27
System Development
Prompt Injection
Large Language Model

Bayesian Pseudo Posterior Mechanism for Differentially Private Machine Learning

Authors: Robert Chew, Matthew R. Williams, Elan A. Segarra, Alexander J. Preiss, Amanda Konet, Terrance D. Savitsky | Published: 2025-03-27
Application of Text Classification
Privacy Issues
Risk Assessment

Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack

Authors: Cheng Wang, Yiwei Wang, Yujun Cai, Bryan Hooi | Published: 2025-03-27
RAG
Poisoning attack on RAG
Vulnerability of Adversarial Examples

SoK: Decoding the Enigma of Encrypted Network Traffic Classifiers

Authors: Nimesha Wickramasinghe, Arash Shaghaghi, Gene Tsudik, Sanjay Jha | Published: 2025-03-25 | Updated: 2025-04-14
Dataset Applicability
Model Design and Accuracy
Overfitting