AIセキュリティポータルbot

VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding

Authors: Zeng Wang, Minghao Shao, Mohammed Nabeel, Prithwish Basu Roy, Likhitha Mankali, Jitendra Bhandari, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel | Published: 2025-03-17 | Updated: 2025-04-14
Data Protection Method
Privacy Protection Method
Prompt leaking
2025.03.17 2025.05.12
Literature Database

VeriContaminated: Assessing LLM-Driven Verilog Coding for Data Contamination

Authors: Zeng Wang, Minghao Shao, Jitendra Bhandari, Likhitha Mankali, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel | Published: 2025-03-17 | Updated: 2025-04-14
FPGA
Program Interpretation Graph
Prompt leaking
2025.03.17 2025.05.12
Literature Database

MirrorGuard: Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting

Authors: Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang | Published: 2025-03-17
Prompt Injection
Large Language Model
Attack Method
2025.03.17 2025.05.12
Literature Database

Privacy-Aware RAG: Secure and Isolated Knowledge Retrieval

Authors: Pengcheng Zhou, Yinglun Feng, Zhongliang Yang | Published: 2025-03-17
RAG
Poisoning attack on RAG
Cryptography
2025.03.17 2025.05.12
Literature Database

Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents

Authors: Juhee Kim, Woohyuk Choi, Byoungyoung Lee | Published: 2025-03-17 | Updated: 2025-04-21
Indirect Prompt Injection
Data Flow Analysis
Attack Method
2025.03.17 2025.05.12
Literature Database

BLIA: Detect model memorization in binary classification model through passive Label Inference attack

Authors: Mohammad Wahiduzzaman Khan, Sheng Chen, Ilya Mironov, Leizhen Zhang, Rabib Noor | Published: 2025-03-17
Data Curation
Differential Privacy
Attack Method
2025.03.17 2025.05.12
Literature Database

Enforcing Cybersecurity Constraints for LLM-driven Robot Agents for Online Transactions

Authors: Shraddha Pradipbhai Shah, Aditya Vilas Deshpande | Published: 2025-03-17
Indirect Prompt Injection
Cyber Threat
User Authentication System
2025.03.17 2025.05.12
Literature Database

Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning

Authors: Ze Yang, Yihong Jin, Yihan Zhang, Juntian Liu, Xinhe Xu | Published: 2025-03-15
Indirect Prompt Injection
Data Protection Method
Privacy Protection Method
2025.03.15 2025.05.12
Literature Database

TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation

Authors: Mayank Kumar, Jiaqi Xue, Mengxin Zheng, Qian Lou | Published: 2025-03-15
Few-Shot Learning
RAG
Deep Learning
2025.03.15 2025.05.12
Literature Database

Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis

Authors: Xiaoyu Wu, Yifei Pang, Terrance Liu, Steven Wu | Published: 2025-03-15
Data Generation Method
Membership Disclosure Risk
Attack Method
2025.03.15 2025.05.12
Literature Database
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