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
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
Privacy-Aware RAG: Secure and Isolated Knowledge Retrieval
Authors: Pengcheng Zhou, Yinglun Feng, Zhongliang Yang | Published: 2025-03-17
Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents
Authors: Juhee Kim, Woohyuk Choi, Byoungyoung Lee | Published: 2025-03-17
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
Enforcing Cybersecurity Constraints for LLM-driven Robot Agents for Online Transactions
Authors: Shraddha Pradipbhai Shah, Aditya Vilas Deshpande | Published: 2025-03-17
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
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
Authors: Mayank Kumar, Jiaqi Xue, Mengxin Zheng, Qian Lou | Published: 2025-03-15
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
Identifying Likely-Reputable Blockchain Projects on Ethereum
Authors: Cyrus Malik, Josef Bajada, Joshua Ellul | Published: 2025-03-14